NeurIPS 2026 Schedule

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Busemannformer: Horospherical Self-Attention for Hyperbolic Graph Transformers

In Sydney Poster Session 4

Youheng Yao ⋅ Ziyao Zeng ⋅ Wenbo Liao ⋅ Tianqi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mechanistic Interpretability with Sparse Autoencoder Neural Operators

In Sydney Poster Session 4

Bahareh Tolooshams ⋅ Ailsa Shen ⋅ Animashree Anandkumar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Concept Unlearning in Diffusion Models via Directional Stability Regularization

In Sydney Poster Session 4

Bo-Han Lai ⋅ Hsuan-Tien (Tien) Lin ⋅ Chia-Mu Yu ⋅ Han Zhao ⋅ Shang-Tse Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Simulating Human Memory with Language Models

In Sydney Poster Session 4

Qihan Wang ⋅ Nicholas Tomlin ⋅ Michael Hu ⋅ Brian Dillon ⋅ Tal Linzen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EmoTrack: Robust Depression Tracking from Counseling Transcripts across Session Regimes

In Sydney Poster Session 4

Zhaomin Wu ⋅ Jiayi Li ⋅ Bingsheng He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Jailbreak susceptibility prediction and mitigation via the behavioral geometry of models

In Sydney Poster Session 4

Hayden Helm ⋅ Xiaodong Liu ⋅ Weiwei Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking State Tracking in Recurrent Models Through Error Control Dynamics

In Sydney Poster Session 4

Jiwan Chung ⋅ Heechan Choi ⋅ Seon Joo Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Graph and Simplicial Complex Prediction Gaussian Process via Hodgelet Representations

In Sydney Poster Session 4

Mathieu Alain ⋅ So Takao ⋅ Bastian Rieck ⋅ Xiaowen Dong ⋅ Emmanuel Noutahi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What MLLMs Learn about When they Learn about Multimodal Reasoning

In Sydney Poster Session 4

Jiwan Chung ⋅ Neel Joshi ⋅ Pratyusha Sharma ⋅ Youngjae Yu ⋅ Vibhav Vineet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents

In Sydney Poster Session 4

Murong Ma ⋅ Tianyu Chen ⋅ Yun Lin ⋅ Shuai Lu ⋅ Qinglin Zhu ⋅ Yeyun Gong ⋅ Zhiyong Huang ⋅ Peng CHENG ⋅ Yan Lu ⋅ Jin Song Dong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LARGO: Low-Rank Hypernetwork for Handling Missing Modalities

In Sydney Poster Session 4

Niels Vyncke ⋅ Pooya Ashtari ⋅ Aleksandra Pizurica

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning

In Sydney Poster Session 4

Junjie Zhang ⋅ Guozheng Ma ⋅ Shunyu Liu ⋅ Zetian Hu ⋅ Yongcheng Jing ⋅ Ting-En Lin ⋅ Yongbin Li ⋅ Dacheng Tao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners

In Sydney Poster Session 4

Xiaojun Jia ⋅ Jie Liao ⋅ Simeng Qin ⋅ Ke Ma ⋅ Wenbo Guo ⋅ Yebo Feng ⋅ Aishan Liu ⋅ Yang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ProDG: Prototypes for Data-Free Generative Post-Hoc Explainability

In Sydney Poster Session 4

Piotr Borycki ⋅ Magdalena Trędowicz ⋅ Jacek Tabor ⋅ Łukasz Struski ⋅ Przemysław Spurek

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails

In Sydney Poster Session 4

Gert Lek ⋅ Abele Mălan ⋅ Chaoyi Zhu ⋅ Pin-Yu Chen ⋅ Robert Birke ⋅ Lydia Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PatchKV: Weight Space Compensation of KV Cache

In Sydney Poster Session 4

Chanryeol Lee ⋅ Chanhyuk Lee ⋅ Yeonwoo Choi ⋅ Donggyun Kim ⋅ Seunghoon Hong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Remains in Sight? Autoregressive Video Decoding as Representation-Guided Context Rewriting

In Sydney Poster Session 4

Lixuan He ⋅ Jihyeon Je ⋅ Yang You ⋅ Leonidas Guibas

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Augmented Exact Exponential Algorithms

In Sydney Poster Session 4

Tatiana Belova ⋅ Yuriy Dementiev ⋅ Danil Sagunov

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Medical LLMs as Medical World Models: Unified Policy-Dynamics Learning with Test-Time Search

In Sydney Poster Session 4

Yucheng Zhou ⋅ Peng Luo ⋅ Jianbing Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fourier Contour Learning for Efficient and Traceable Cardiac MRI Quantification

In Sydney Poster Session 4

Yi Yu ⋅ Zhenyu Bu ⋅ Ziyu Zhang ⋅ Yixuan Liu ⋅ Aotian Chen ⋅ James Mihalich ⋅ Parker Martin ⋅ Xia Ning ⋅ Yuchi Han ⋅ Yuan Xue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Model-Agnostic FDR Control via Group Gaussian Mirror and Permutation SHAP

In Sydney Poster Session 4

Jiaan Han ⋅ Junxiao Chen ⋅ Yanzhe Fu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Understanding Layer Patching in Model Size Interpolation

In Sydney Poster Session 4

Sara Kangaslahti ⋅ Jonathan Geuter ⋅ Nihal V Nayak ⋅ Marco Fumero ⋅ Francesco Locatello ⋅ David Alvarez-Melis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Unified Panoramic Geometry Estimation via Multi-View Foundation Models

In Sydney Poster Session 4

Vukasin Bozic ⋅ Isidora Slavkovic ⋅ Dominik Narnhofer ⋅ Nando Metzger ⋅ Denis Rozumny ⋅ Konrad Schindler ⋅ Nikolai Kalischek

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction

In Sydney Poster Session 4

Jingyuan Li ⋅ Xiaoyi Jiang ⋅ Fukang Wen ⋅ WEI LIU ⋅ Renqian Luo ⋅ Yi Zhu ⋅ Zuoqiang Shi ⋅ Pipi Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Orthogonal Sparse Subgraph Alignment for Structure-Function Coupling in Brain Networks

In Sydney Poster Session 4

Haonan Gao ⋅ Daeyoung Ham ⋅ Yifei Zhang ⋅ Xinyuan Tian ⋅ Shengxian Ding ⋅ Zhao ⋅ Tianxi Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Training Language Models via Neural Cellular Automata

In Sydney Poster Session 4

Dan Lee ⋅ Seungwook Han ⋅ Akarsh Kumar ⋅ Pulkit Agrawal

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Benchmarking Open-Ended Multi-Agent Coordination in Language Agents

In Sydney Poster Session 4

Kale-ab Tessera ⋅ Andras Szecsenyi ⋅ Cameron Barker ⋅ Alexander Rutherford ⋅ Davide Paglieri ⋅ Aidan Scannell ⋅ Henry Gouk ⋅ Elliot Crowley ⋅ Tim Rocktäschel ⋅ Amos Storkey

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

One Avatar, Any Budget: Robust LoD for Dynamic Gaussian Avatars

In Sydney Poster Session 4

Haoyu Zhao ⋅ Wenjuan Gong ⋅ Junang Qi ⋅ Haiyu Zhang ⋅ Wenjian Zhao ⋅ Zimu YOU

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning to Surpass: Training Tool-Using Agents with Anchored Feedback

In Sydney Poster Session 4

John Gkountouras ⋅ Fengjun Wang ⋅ Angelantonio Castelli ⋅ Satendra Kumar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Do Less, Decide Better: Optimal Human Dispatching in AI-Assisted Decisions

In Sydney Poster Session 4

Lezhi Tan ⋅ Naomi Sagan ⋅ Lihua Lei ⋅ Jose Blanchet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria

In Sydney Poster Session 4

Juanxi Tian ⋅ Fengyuan Liu ⋅ Jiaming Han ⋅ Yilei Jiang ⋅ Yongliang Wu ⋅ Yesheng Liu ⋅ Haodong Li ⋅ Furong Xu ⋅ Wanhua Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Orthros: Phase-Aware Heterogeneous Attention for Efficient Transformers

In Sydney Poster Session 4

Yuhong CHOU ⋅ Zehao Liu ⋅ Yuqi Pan ⋅ Qian Liu ⋅ Xianwei Chen ⋅ Jibin Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How to Train a Surgeon? Benchmarking Generalist Agents in Surgical Scene Understanding

In Sydney Poster Session 4

Gengyuan Zhang ⋅ Xiao Han ⋅ Shijie Zhou ⋅ Abdullah Koukash ⋅ Ghazal Ghazaei ⋅ Jindong Gu ⋅ Jingpei Wu ⋅ Yuqicheng Zhu ⋅ Nassir Navab ⋅ Volker Tresp

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HireWatch: Evaluating LLM Compliance with U.S. Employment Law Under Contextual Pressure

In Sydney Poster Session 4

Huy Nghiem ⋅ Maria Kostylew ⋅ Noam Kolt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Is Dimensionality a Barrier for Retrieval Models?

In Sydney Poster Session 4

Kiril Bangachev ⋅ Guy Bresler ⋅ Jonathan Kogan ⋅ Yury Polyanskiy

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Implicit Value Probing: Inferring Human Value Preferences via Strategic Multi-Turn Conversations

In Sydney Poster Session 4

Tan Wenxin ⋅ pring wong ⋅ Shuo Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beckmann Transport Models: From Autonomous Flows to One-Step Maps

In Sydney Poster Session 4

Lee Kit ⋅ Florentin Coeurdoux ⋅ Peter Potaptchik ⋅ Yilun Du ⋅ Michael Albergo ⋅ Eric Vanden-Eijnden

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Holistic Scaling Laws for Optimal Mixture-of-Experts Architecture Optimization

In Sydney Poster Session 4

Weilin Wan ⋅ Jingtao Han ⋅ Debing Zhang ⋅ Weizhong Zhang ⋅ Cheng Jin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ReSMap: Recasting Satellite Priors for Robust and Accurate Online HD Map Construction

In Sydney Poster Session 4

Kyungmin Kim ⋅ Sumin Lee ⋅ Sungoh Jeong ⋅ DoHyun Lim ⋅ Seonghyun Park ⋅ Soonmin Hwang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TimeOperator: A Function-to-Function Approach to Time Series Modeling

In Sydney Poster Session 4

SheoYon Jhin ⋅ B. Aditya Prakash ⋅ Noseong Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SGNNBench: A Holistic Evaluation of Spiking Graph Neural Networks on Large-scale Graphs

In Sydney Poster Session 4

Huizhe Zhang ⋅ Jintang Li ⋅ Yuchang Zhu ⋅ Huazhen Zhong ⋅ Liang Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Structure-Semantic Co-optimized Latent Diffusion Model for Fast Visual Anagram Synthesis

In Sydney Poster Session 4

Xiang Gao ⋅ Yunpeng Jia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ReGenHuman: Re-Generating Human Appearances for Realistic Full-Body Video Anonymization

In Sydney Poster Session 4

Adam Sun ⋅ Eshaan Barkataki ⋅ Arnold Milstein ⋅ Gordon Wetzstein ⋅ Ehsan Adeli

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

C2G-BENCH: A Cyber-Physical Evaluation Benchmark for Hierarchical Reinforcement Learning in Grid-Interactive Hyperscale Data Centers

In Sydney Poster Session 4

Vineet Gundecha ⋅ Sahand Ghorbanpour ⋅ Sifat Abdullah ⋅ Mahasweta Chakraborti ⋅ Damien Fay ⋅ Avisek Naug ⋅ Sergey Serebryakov ⋅ Ricardo Luna Gutierrez ⋅ Soumyendu Sarkar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability

In Sydney Poster Session 4

Harsh Raj ⋅ Niranjan Orkat ⋅ Suvrorup Mukherjee ⋅ Aritra Guha ⋅ Cheryl Flynn ⋅ Subhabrata Majumdar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Can Digital Personas Reliably Approximate Human Survey Findings?

In Sydney Poster Session 4

Mumin Jia ⋅ Yilin Chen ⋅ Divya Sharma ⋅ Jairo Diaz-Rodriguez

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ARGUS: Stacked Multi-View Identity Mosaic Injection for Subject-Preserving Video Generation

In Sydney Poster Session 4

Zijie Meng ⋅ Jiwen Liu ⋅ Yufei Liu ⋅ Chengzhuo Tong ⋅ Xiaoqiang Liu ⋅ Yuanxing Zhang ⋅ Yulong Xu ⋅ Pengfei Wan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Programmatic Reasoning with Structural Schema: A Unified Framework for Multi-Table Inference

In Sydney Poster Session 4

Jialin Chen ⋅ Brandon Mayer ⋅ Michael Galkin ⋅ Sami Abu-El-Haija ⋅ Rex Ying ⋅ Bryan Perozzi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Discrete Riemannian Metrics for Physical Fields with Cochain-Frame Equivariance

In Sydney Poster Session 4

Dongzhe Zheng ⋅ Christine Allen-Blanchette

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Automotive-ENV: Benchmarking Multimodal Models in Automotive Cockpit Environments

In Sydney Poster Session 4

Junfeng Yan ⋅ Biao Wu ⋅ Meng Fang ⋅ Ling Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Near-Optimal Regret in Adversarial Kernel Bandits

In Sydney Poster Session 4

Yu-Jie Zhang ⋅ Hao Qiu ⋅ Jonathan Scarlett ⋅ Kevin Jamieson

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SimReg: Achieving Higher Performance in the Pretraining via Embedding Similarity Regularization

In Sydney Poster Session 4

Yan Sun ⋅ Guoxia Wang ⋅ Jinle Zeng ⋅ Jiabin Yang ⋅ Shuai Li ⋅ Li Shen ⋅ Dacheng Tao ⋅ Dianhai Yu ⋅ Haifeng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RIGOR: Risk-Gated Topology Adaptation for Robust LLM Multi-Agent Reasoning

In Sydney Poster Session 4

Fengyuan Ran ⋅ Yikuan Wang ⋅ Yanming Li ⋅ Wenjie Lu ⋅ Tongtong Wu ⋅ Senquan Yi ⋅ Yuheng Wang ⋅ Qiqi Lin ⋅ Yuxin Wu ⋅ Minghui Zhou ⋅ Naiqiang Tan ⋅ Li Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Making Open-Source Text LLM Watermarks Durable Against Merging

In Sydney Poster Session 4

Luisa Scharff ⋅ Thibaud Gloaguen ⋅ Robin Staab ⋅ Martin Vechev

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging

In Sydney Poster Session 4

JunXi Wang ⋅ Jiayi Zhu ⋅ Te Sun ⋅ Chen Zhang ⋅ Siyuan Li ⋅ Xuyang Liu ⋅ Zichen Wen ⋅ Xiaobing Tu ⋅ Jinkui Ren ⋅ Xiantao Zhang ⋅ Ziqi Yuan ⋅ Linfeng Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SWE-GPU-Bench: Can Language Models Solve Real-World GPU Software Engineering Tasks?

In Sydney Poster Session 4

Feng Chen ⋅ binbin liu ⋅ Wenhan Han ⋅ Yin Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SteerCast: Retrieval-Based Latent Steering for Decoder-Only Time Series Forecasting

In Sydney Poster Session 4

Van Dai Do ⋅ Huu H Nguyen ⋅ Minh Hoang Nguyen ⋅ Hung Le

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning

In Sydney Poster Session 4

Xitai Jiang ⋅ Wenze Lin ⋅ Zihan Tang ⋅ Yang Yue ⋅ Shenzhi Wang ⋅ Gao Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

End-to-End Training for Unified Tokenization and Latent Denoising

In Sydney Poster Session 4

Shivam Duggal ⋅ Xingjian Bai ⋅ Zongze Wu ⋅ Richard Zhang ⋅ Eli Shechtman ⋅ Antonio Torralba ⋅ Phillip Isola ⋅ Bill Freeman

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Traversal-Invariant Positional Encoding for Serialized Graphs

In Sydney Poster Session 4

Krish Mody ⋅ Sridhar Radhakrishnan ⋅ Chandra N Sekharan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Generation Navigator: A State-Aware Agentic Framework for Image Generation

In Sydney Poster Session 4

Jinming Liu ⋅ Ruoyu Feng ⋅ Yuqi Wang ⋅ Wenjun Zeng ⋅ Xin Jin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dialectics of Alignment: Harnessing Unsafe Knowledge for Dynamic Safety Routing

In Sydney Poster Session 4

Maryam Hashemzadeh Barvarz ⋅ Jerry Huang ⋅ Minseon Kim ⋅ Marc-Alexandre Côté ⋅ Sarath Chandar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GeoMIND: A Benchmark for Spatial Understanding in Robotic Manipulation

In Sydney Poster Session 4

Jinghe Wang ⋅ Xinrui Cao ⋅ Duo Wu ⋅ Chenghao Gu ⋅ Yong Zhong ⋅ Linjia Kang ⋅ Tianyi Xiong ⋅ Zhi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models

In Sydney Poster Session 4

Payal Chandak ⋅ Victoria Alkin ⋅ David Wu ⋅ Maya Dagan ⋅ Taposh D Roy ⋅ Maria Clara Saad Menezes ⋅ Ayush Noori ⋅ Nirali Somia ⋅ John S Brownstein ⋅ Ran Balicer ⋅ Rebecca W Brendel ⋅ Noa Dagan ⋅ Isaac S Kohane ⋅ Gabriel A Brat

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rationale-Guided Policy Optimization: Learning to Reason with Adaptive Rationale Scaffolding

In Sydney Poster Session 4

Hoang Phan ⋅ Minh Pham ⋅ Chau Pham ⋅ Chinmay Hegde ⋅ Trung Le ⋅ Qi Lei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Domain-Conditioned Class Imbalance: Why Global Class Balance Fails Across Domains

In Sydney Poster Session 4

Yongkun Deng ⋅ NAN YANG ⋅ Xiatong Guo ⋅ Zhiyong Wang ⋅ Dong Yuan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Trust Region Policy Distillation

In Sydney Poster Session 4

Zhengpeng Xie ⋅ Li Lyna Zhang ⋅ Zeke Xie ⋅ Mao Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DrugSAGE: Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery

In Sydney Poster Session 4

Yikun Zhang ⋅ Xiwei Cheng ⋅ Tianyu Liu ⋅ Yuanqi Du ⋅ Wengong Jin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Memory-Efficient Federated Fine-Tuning of LLMs via Block-wise Progressive Training

In Sydney Poster Session 4

Qianyue Cao ⋅ Zongwei Zhu ⋅ Boyu Li ⋅ Yi Xiong ⋅ Zirui Lian ⋅ Xuehai Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Autoregressive Appearance Prediction for 3D Gaussian Avatars

In Sydney Poster Session 4

Michael Steiner ⋅ Zhang Chen ⋅ Alexander Richard ⋅ Vasu Agrawal ⋅ Markus Steinberger ⋅ Michael Zollhöfer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DyRA: Dynamic Residual Approximation for Efficient Matrix Multiplication in DNNs

In Sydney Poster Session 4

Daewon Chae ⋅ Hyunwon Chung ⋅ Changwoo Lee ⋅ Hun-Seok Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Crosscoding Through Time: Sparse Feature Discovery Across Sequence Positions

In Sydney Poster Session 4

Dmitry Manning-Coe ⋅ Han Xuanyuan ⋅ Aniket Deshpande ⋅ Andrii Shportko ⋅ William Fei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond IID: How General Are Tabular Foundation Models, Really?

In Sydney Poster Session 4

Lennart Purucker ⋅ Andrej Tschalzev ⋅ Nick Erickson ⋅ David Holzmüller ⋅ Alan Arazi ⋅ Alexander Pfefferle ⋅ Mustafa Tajjar ⋅ Gioia Blayer ⋅ Gael Varoquaux ⋅ Frank Hutter

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SwiftVLM: Efficient Vision-Language Model Inference via Cross-Layer Token Bypass

In Sydney Poster Session 4

Chen Qian ⋅ Xinran Yu ⋅ Xinan Wang ⋅ Danyang Li ⋅ Guoxuan Chi ⋅ Zheng Yang ⋅ Qiang Ma ⋅ Xin Miao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

InfiniteVL: A Systematic Approach to Highly-Efficient, Ultra-Long Multimodal Understanding

In Sydney Poster Session 4

Hongyuan Tao ⋅ Bencheng Liao ⋅ Shaoyu Chen ⋅ haoran yin ⋅ Qian Zhang ⋅ Wenyu Liu ⋅ Xinggang Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BudSplat: Feed-forward 3D Gaussian Splatting under a Rendering Budget

In Sydney Poster Session 4

MUYU XU ⋅ Fangneng Zhan ⋅ Yu Wei ⋅ Ling Shao ⋅ Shijian Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MoE-SpAc: Efficient MoE Inference Based on Speculative Activation Utility in Heterogeneous Edge Scenario

In Sydney Poster Session 4

Shuhuai Li ⋅ Jianghao Lin ⋅ DongDong Ge ⋅ Yinyu Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GEMS-3D: A Large-Scale 3D Gravity, Electrical, Magnetic, and Seismic Earth Simulation Dataset for Multimodal Geophysical Learning

In Sydney Poster Session 4

Yonghao Wang ⋅ Meijia Huang ⋅ Wenkai Lu ⋅ Zhuo Jia ⋅ Hao Feng ⋅ Leyuan Fang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DTGS: Physics-Embedded Dynamic Thermal 3D Reconstruction with Gaussian Splatting

In Sydney Poster Session 4

Junbo Li ⋅ Hang Fu ⋅ Yinuo Wang ⋅ Weimin Yuan ⋅ Cai Meng ⋅ Xiangzhi Bai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FuseAdapt: Adaptation-Space Fusion for Multi-Modal Semantic Segmentation with Missing Modalities

In Sydney Poster Session 4

Xin Zhang ⋅ Robby Tan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Who Should Evolve? Uncertainty-Aware Role Bottleneck Inference for Multi-Agent LLM Training

In Sydney Poster Session 4

Qiyu Qin ⋅ Yichen Li ⋅ Haozhao Wang ⋅ Tianzhe Xiao ⋅ Hao Zhou ⋅ Imran Razzak ⋅ Ruixuan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion

In Sydney Poster Session 4

Yushi LAN ⋅ Zeren Jiang ⋅ Koichi Namekata ⋅ Xingang Pan ⋅ Chuanxia Zheng ⋅ Andrea Vedaldi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TreeGraft: Adaptive Multi-Drafter Grafting for Tree-Based Speculative Decoding

In Sydney Poster Session 4

Jiaming Fan ⋅ Daming Cao ⋅ Canchen Huang ⋅ Jiale Fu ⋅ Jin Zhang ⋅ Junjie Gao ⋅ Kai Yang ⋅ Xiangzhong Luo ⋅ Xu Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GeoCore-9B: Towards Geo-Aware Generative Foundation Models in Earth Observation

In Sydney Poster Session 4

Jeonghyeok Do ⋅ Munchurl Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PROTEUS: A Self-Evolving Red Team with Surface Expansion for Agent Skill Ecosystems

In Sydney Poster Session 4

Zhaojiacheng Zhou ⋅ Jiong Lou ⋅ Kaixiang Wang ⋅ Yanzhi Li ⋅ Hefeng Zhou ⋅ Jie LI

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Strong Stochastic Flow Maps

In Sydney Poster Session 4

Sam McCallum ⋅ Zander Blasingame ⋅ Timothy Herschell ⋅ Niklas Rindtorff ⋅ Alexander Tong ⋅ James Foster

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

An Equivariance Principle for Optimizer Design: Symmetry-Compatible Updates for Embeddings, LM Heads, and MoE Routers

In Sydney Poster Session 4

Tim Tsz-Kit Lau ⋅ Weijie Su

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Not All Layers Need Tuning: Selective Layer Restoration Recovers Diversity

In Sydney Poster Session 4

Bowen Zhang ⋅ Meiyi Wang ⋅ Harold Soh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Trading Sensing for Structure: Sparse IMU-EMG Fingertip Force Estimation via Neuro-inspired Structured Modeling

In Sydney Poster Session 4

Yang Gao ⋅ Yingjing Xiao ⋅ Junbin Ren ⋅ Chenxu Zhang ⋅ Wenbo Zhang ⋅ Zhanpeng Jin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DiffRatio: Training One-Step Diffusion Models Without Teacher Supervision

In Sydney Poster Session 4

Wenlin Chen ⋅ Mingtian Zhang ⋅ Jiajun He ⋅ Zijing Ou ⋅ José Miguel Hernández-Lobato ⋅ Bernhard Schölkopf ⋅ David Barber

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SynerVLA: Exploiting Embodied Execution Phases for On-Device Dual-System VLA Acceleration

In Sydney Poster Session 4

Qi Lu ⋅ Haotian Xiong ⋅ Ziyu Gong ⋅ TIANJUN SHI ⋅ Lei Xie ⋅ Cheng-Zhong Xu ⋅ Li Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bridging Risk Approximation Gaps in Model Predictive Task Sampling via In-Context Modeling

In Sydney Poster Session 4

Jiarong Wen ⋅ Qi Tao ⋅ Zhang Kaiyu ⋅ Yun Qu ⋅ Lizhou Cai ⋅ Heming Zou ⋅ Yuhang Jiang ⋅ Qi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

UGO: Unified Architecture for General Multi-Object Tracking by Segmentation

In Sydney Poster Session 4

Jer Pelhan ⋅ Alan Lukezic ⋅ Matej Kristan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Re-examining Low Rank adaptation for private LLM fine-tuning

In Sydney Poster Session 4

Ali Dadsetan ⋅ Frank Rudzicz

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

UltraFlash: Accelerating Megapixel Visual Synthesis

In Sydney Poster Session 4

Phuc Lai ⋅ Anh Nguyen ⋅ Phong H Nguyen ⋅ Anh Tran

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Large Discrete Policy: Advancing Explicit Behavior Modeling with Stochastic Iterative Scoring

In Sydney Poster Session 4

Zhenxin Li ⋅ Nadine Chang ⋅ Xinglong Sun ⋅ Jingde Chen ⋅ Wenhao Yao ⋅ Zi Wang ⋅ Maying Shen ⋅ Yu-Gang Jiang ⋅ Zuxuan Wu ⋅ Shiyi Lan ⋅ Jose M. Alvarez

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Online Allocation with Unknown Shared Supply

In Sydney Poster Session 4

Tzeh Y Neoh ⋅ XianJun, Davin Choo ⋅ Mengchu Yue ⋅ Milind Tambe

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation

In Sydney Poster Session 4

Atsushi Nitanda ⋅ Dake Bu ⋅ Yueming LYU ⋅ Tanya Veeravalli

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

$\texttt{RNAGenScape}$: property-guided, optimized generation of mRNA sequences with manifold Langevin dynamics

In Sydney Poster Session 4

Danqi Liao ⋅ Chen Liu ⋅ Xingzhi Sun ⋅ Dié Tang ⋅ Haochen Wang ⋅ Scott E Youlten ⋅ Srikar Gopinath ⋅ Haejeong Lee ⋅ Ethan C Strayer ⋅ Antonio J Giraldez ⋅ Smita Krishnaswamy

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GeoReason: Bridging Logical Reasoning and Spatial Fidelity in Remote Sensing Segmentation

In Sydney Poster Session 4

Cheng Fan ⋅ Han Wu ⋅ Tingzhang Luo ⋅ Minjing Dong ⋅ Yehui Tang ⋅ Jianyuan Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking

In Sydney Poster Session 4

Haoyang Luo ⋅ Linwei Tao ⋅ Jie Gui ⋅ Xinghao Chen ⋅ Chang Xu ⋅ Jianyuan Guo ⋅ Minjing Dong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HERO: A Heterogeneity-Aware Benchmark Library for Federated Continual Learning

In Sydney Poster Session 4

Thinh Nguyen ⋅ Le-Tuan Nguyen ⋅ Minh-Duong Nguyen ⋅ Nhi Trinh ⋅ Anh T Nguyet ⋅ Dung Le ⋅ Kok-Seng Wong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Model Collapse is a Singular Complexity Trajectory

In Sydney Poster Session 4

Sarwesh Rauniyar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RxnOptBench: Benchmarking LLMs for Reaction-Condition Optimization in Organic Methodology

In Sydney Poster Session 4

Lingli Ge ⋅ Junyuan Gao ⋅ Jiahe Song ⋅ Jiaxing Sun ⋅ Yubin Wang ⋅ Boyu Zhu ⋅ Haote Yang ⋅ Jingchao Wang ⋅ Lixin Ma ⋅ Jiang Wu ⋅ Yuqiang Li ⋅ Conghui He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Baba in Wonderland: Online Self-Supervised Dynamics Discovery for Executable World Models

In Sydney Poster Session 4

SeungWon Seo ⋅ DongHeun Han ⋅ SeongRae Noh ⋅ Hyeongyeop Kang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Latent-Lens: Visual Perception in Small Language Models Through Latent Communication

In Sydney Poster Session 4

Mo Shahdloo ⋅ Faegheh Sardari ⋅ Mathew Salvaris

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Closing the Loop with Fixed-Point Self-Attention

In Sydney Poster Session 4

Mrinal Mathur ⋅ Barak Pearlmutter ⋅ Sergey Plis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Diagnosing Math-Reasoning Failure Structure with Milestone Oracles

In Sydney Poster Session 4

Zhuohan Wang ⋅ Haoran Ma ⋅ Tianyu Wu ⋅ Yuanlin Duan ⋅ Zichun Liao ⋅ Jieming Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Identified-Set Geometry of Distributional Model Extraction under Top-K Censored API Access

In Sydney Poster Session 4

Wenhua Nie ⋅ ZiCheng Zhu ⋅ Jianan Wu ⋅ Binhan Luo ⋅ Haoran Zheng ⋅ Jyh-Shing R Jang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CAPER: Clause-Aligned Process Supervision for Text-to-SQL

In Sydney Poster Session 4

Lujie Ban ⋅ Jiasheng Shi ⋅ Jinyang Li ⋅ Xiaolin Han ⋅ Tsz Nam Chan ⋅ Chenhao Ma

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Think, Plan, Paint: Layout-Aware Reasoning for Controllable Image Generation in Unified Models

In Sydney Poster Session 4

Junhao Liu ⋅ Jian-Wei Zhang ⋅ Tao Huang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HiFloat4 Format for Language Model Pre-training on Ascend NPUs

In Sydney Poster Session 4

Mehran Taghian Jazi ⋅ Yunke Peng ⋅ Xing Huang ⋅ Yao Wang ⋅ Yaoyuan Wang ⋅ Wei Guo ⋅ Yuanyong Luo ⋅ Tianchi Hu ⋅ JUNSONG WANG ⋅ Xin Wang ⋅ Hu Liu ⋅ Yu Cheng ⋅ Yu Z Wei ⋅ Hongliang Li ⋅ Mehdi Rahimifar ⋅ Lei YAN ⋅ wxuefei ⋅ Zhuang Ma ⋅ Liulei ⋅ Hui Yu ⋅ Anandharaju D Raju ⋅ Hoang Le ⋅ Hei Yi Mak ⋅ Tanzila Rahman ⋅ Shadan Golestan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GVCC: Zero-Shot Video Compression via Codebook-Driven Stochastic Rectified Flow

In Sydney Poster Session 4

Ziyue Zeng ⋅ Xun Su ⋅ Haoyuan Liu ⋅ Bingyu Lu ⋅ Yui Tatsumi ⋅ Hiroshi Watanabe

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Long-Context Generation Is a Sampling Problem

In Sydney Poster Session 4

Allen Roush ⋅ Minh N Nguyen ⋅ Ravid Shwartz-Ziv ⋅ Judah Goldfeder ⋅ Sanjay Basu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

XTC: Head-Aware Sampling by Excluding Top Choices

In Sydney Poster Session 4

Philipp E Weidmann ⋅ Allen Roush ⋅ Judah Goldfeder ⋅ Sanjay Basu ⋅ Ravid Shwartz-Ziv

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps

In Sydney Poster Session 4

Abbas Mammadov ⋅ Jerry Y Huang ⋅ Justin Lin ⋅ Partha Kaushik ⋅ Sheel Shah ⋅ Kartik Nair ⋅ Yee Whye Teh ⋅ Nicholas Boffi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Split Then Select: Moment-Preserving Density Control for Generalized Primitive Splatting

In Sydney Poster Session 4

Yangkai Lin ⋅ Jiehong Lin ⋅ Kui Jia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

M3-HNTM: Hyperspherical Multimodal Topic Modeling with Symbolic and Contextual Evidence

In Sydney Poster Session 4

Zhiwen Luo ⋅ Dayu Guo ⋅ Manar Amayri ⋅ Nizar Bouguila ⋅ Zhixiang Li ⋅ Wenchuan Zhang ⋅ Wentao Fan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials

In Sydney Poster Session 4

Amir Masoud Nourollah ⋅ Irtaza Khalid ⋅ Stefano Leoni ⋅ Steven Schockaert

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

State Copying Crowds Out Reasoning: Mechanistic Evidence for Delta Planning in Autoregressive Models

In Sydney Poster Session 4

Wang Xi ⋅ Shijia Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Treating Hyperparameters as Interventions: Task-Invariant Representation Learning for Transferable HPO

In Sydney Poster Session 4

Mengyang Li ⋅ Ou Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

META-PAP: Meta-learning for Prompt-aware Preference Pairing in LLM Alignment

In Sydney Poster Session 4

Pinlong Zhao ⋅ Shiyu Hu ⋅ Jing Zhang ⋅ Mengyang Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Seeing Across Skies and Streets: Feedforward 3D Reconstruction from Satellite, Drone, and Ground Images

In Sydney Poster Session 4

Qiwei Wang ⋅ Zhongyao Tuo ⋅ Xianghui Ze ⋅ Yujiao Shi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FlyingDrones: A Dataset and Benchmark for Optical Flow Estimation from UAV motion

In Sydney Poster Session 4

Laurenz Ruzicka ⋅ Roman Pflugfelder ⋅ Daniel Cremers

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient Computation and Best-Response Dynamics in Anonymous Two-Action Games with Linear Utilities

In Sydney Poster Session 4

Michail Fasoulakis ⋅ Evangelos Markakis ⋅ Ioannis Panageas ⋅ Christodoulos Santorinaios ⋅ Jingming Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization

In Sydney Poster Session 4

Minttu Alakuijala ⋅ Ya Gao ⋅ Georgy Ananov ⋅ Samuel Kaski ⋅ Pekka Marttinen ⋅ Alexander Ilin ⋅ Harri Valpola

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Ask Early, Ask Late, Ask Right: When Does Clarification Timing Matter for Long-Horizon Agents?

In Sydney Poster Session 4

Anmol Gulati ⋅ Hariom Gupta ⋅ Elias Lumer ⋅ Sahil Sen ⋅ Vamse K Subbiah

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes

In Sydney Poster Session 4

Tim Merino ⋅ Sam Earle ⋅ Ryunosuke Iwai ⋅ Julian Togelius ⋅ Edoardo Cetin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TSFM Meets LLM: Context as Covariate

In Sydney Poster Session 4

Hemanth Ram Govindarajan Kirubaharan ⋅ Sai Shankar Narasimhan ⋅ Shubhankar Agarwal ⋅ Sandeep Chinchali

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models

In Sydney Poster Session 4

Yi Zhong ⋅ Haotong Qin ⋅ Xindong Zhang ⋅ Lei Zhang ⋅ Guolei Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Spectral Compositional Koopman Operators for Global-to-Regional Weather Forecasting

In Sydney Poster Session 4

khalid OUBLAL ⋅ Malo Guichard ⋅ François Bertholom ⋅ Simon Albergel ⋅ David Benhaiem ⋅ Emmanuel LE BORGNE ⋅ Vladimir Kostic ⋅ Karim Lounici

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EGCA: A Spectral Perspective on Forward Process Design in Diffusion Models

In Sydney Poster Session 4

Chi Zhang ⋅ Guichao Chang ⋅ Sirui Liu ⋅ Xin Zhang ⋅ Guoqiang Zhong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FADE: Fractional Anomalous Dynamics Extrapolation for Training-Free Diffusion Transformers Acceleration

In Sydney Poster Session 4

Jinlong Yang ⋅ Jinke Wu ⋅ Lizilin ⋅ Yao Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SSDGExplainer: Structure-Semantic Dual-Guided Explainer for Graph Neural Networks

In Sydney Poster Session 4

Zhiqiang Wang ⋅ Chenchao Zhang ⋅ Jianqing Liang ⋅ Xingwang Zhao ⋅ Jiye Liang ⋅ Chuangyin Dang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cheap Talk, Real Stakes: Commitment and Exploitation in Human-LLM Strategic Interaction

In Sydney Poster Session 4

Artyom Kabanov ⋅ Mikhail Mozikov ⋅ Sergei Volchkov ⋅ Igor Gorobets ⋅ Daniil Shirshin ⋅ Alena Kriuchenkova ⋅ Bykov Nikita ⋅ Valeria Bodishtianu ⋅ Nikita Severin ⋅ Sergey Muravyov ⋅ Andrey Savchenko ⋅ Ilya Makarov

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Auditing Capsule Vision 2024: Within-Split Train-to-Validation Re-Exposure and a Kvasir-Channel Sensitivity Diagnostic

In Sydney Poster Session 4

Eunseob Choi ⋅ Kyeonghun Kim ⋅ Hyuk-Jae Lee ⋅ Nam-Joon Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Who&When Pro: Can LLMs Really Attribute Failures in AI Agents?

In Sydney Poster Session 4

Jiale Liu ⋅ Huajun Xi ⋅ Shaokun Zhang ⋅ Yifan Zeng ⋅ Tianwei Yue ⋅ Chi Wang ⋅ Jian Kang ⋅ Huazheng Wang ⋅ Qingyun Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Not All Features Are Created Equal: A Mechanistic Study of Vision-Language-Action Models

In Sydney Poster Session 4

Bryce Grant ⋅ Xijia Zhao ⋅ Peng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding

In Sydney Poster Session 4

Hongchen Wei ⋅ Yuanzhe Wang ⋅ Bei Liu ⋅ Yifan Yang ⋅ Qi Dai ⋅ Ruichun Ma ⋅ Kai Qiu ⋅ Yunsheng Li ⋅ Dongdong Chen ⋅ Chong Luo ⋅ Zhenzhong Chen ⋅ Baining Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MixForensics: Blend Before You Encode for Generalizable AI-Generated Video Detection

In Sydney Poster Session 4

Ruiqi Liu ⋅ ZiAn Wang ⋅ Ruoxin Chen ⋅ Xuehai Bai ⋅ Manni Cui ⋅ Ziheng Qin ⋅ Zhiyuan Yan ⋅ Shu Wu ⋅ Wenhao Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search

In Sydney Poster Session 4

Quynh Trinh ⋅ Trung Nguyen ⋅ Nam Nguyen ⋅ Tuan Dam

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FOAM: Factored One-sided Adam-Moment for Practical and Scalable SOAP

In Sydney Poster Session 4

Jaemyung Yu ⋅ Byeongho Heo ⋅ Sangdoo Yun ⋅ Dongyoon Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Catastrophic Inheritance Meets Forgetting in Continual Adaptation of Foundation Models

In Sydney Poster Session 4

Quanyu Zhang ⋅ Zhongyi Han ⋅ Zhenxue Chen ⋅ Xiao-Long Yin ⋅ Henggui Zhang ⋅ Shuo Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ADIS-Law: Unified Scaling Laws for Annealing-Phase Domain Injection in Large Language Models

In Sydney Poster Session 4

Lyuxin Xue ⋅ Hui Cai ⋅ Xiaoyun Feng ⋅ Xuanwei Hu ⋅ Xin Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WaveletLoRA: Frequency-Aware Content-Style Decomposition for Personalized Image Generation

In Sydney Poster Session 4

Peiyao Wang ⋅ Jiahui Sun ⋅ Weining Wang ⋅ Jing Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Time series analysis with Gumbel dynamics

In Sydney Poster Session 4

Yiliu Wang ⋅ Timothy Kim ⋅ Eric Todd SheaBrown ⋅ Uygar Sümbül

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Scheduling

In Sydney Poster Session 4

Yilie Huang ⋅ Wenpin Tang ⋅ XUNYU ZHOU

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Energy-Adaptive Equivariant State Space Models for Noise-Robust Protein Structure Representation

In Sydney Poster Session 4

Zhongyue Zhang ⋅ Runze Ma ⋅ Yanjie Huang ⋅ Shuangjia Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Brenier Meets Adversarial Training: Optimal Transport Geometry for Robust Learning

In Sydney Poster Session 4

alireza abdollahpour ⋅ Ehsan Sharifian ⋅ Buse Şen ⋅ Marco Cuturi ⋅ Daniel Kuhn

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Design Space of Tri-Modal Masked Diffusion Models

In Sydney Poster Session 4

Louis Bethune ⋅ Victor Guilherme Turrisi da Costa ⋅ Bruno Mlodozeniec ⋅ Pau Rodriguez ⋅ Lokesh Boominathan ⋅ Nikhil Bhendawade ⋅ Amitis Shidani ⋅ Joris Pelemans ⋅ Theo X. Olausson ⋅ R Devon Hjelm ⋅ Paul Dixon ⋅ Joao Monteiro ⋅ Pierre Ablin ⋅ Vishnu Banna ⋅ Arno Blaas ⋅ Nick Henderson ⋅ Kari Noriy ⋅ Dan Busbridge ⋅ Marco Cuturi ⋅ Joshua Susskind ⋅ Irina Belousova ⋅ Luca Zappella ⋅ Russell Webb ⋅ Jason Ramapuram

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rotation-Invariant Vector Normalization for Molecular Force Learning

In Sydney Poster Session 4

Bum Jun Kim ⋅ Hyeyun Jeong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Split-and-scale Latent 3D Representations

In Sydney Poster Session 4

Dorian Chan ⋅ Muhammed Kocabas ⋅ Xiaoming Zhao ⋅ Oncel Tuzel ⋅ Jen-Hao Chang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Kernelized Activation Steering

In Sydney Poster Session 4

Laziz Abdullaev ⋅ Minh-Hieu Pham ⋅ Bach Do ⋅ Khoat Than ⋅ Tan Nguyen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Extended Wasserstein-GAN Approach to Causal Distribution Learning: Density-Free Estimation and Minimax Optimality

In Sydney Poster Session 4

Shu Tamano ⋅ Masaaki Imaizumi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation

In Sydney Poster Session 4

Quoc P Dao ⋅ Binh Anh Nguyen ⋅ Linh Ngo ⋅ Thanh-Toan Do ⋅ Mehrtash Harandi ⋅ Trung Le

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning When to Trust LLM Priors: A Validated Framework for Semantic Prior Integration

In Sydney Poster Session 4

Erica Zhang ⋅ Naomi Sagan ⋅ Danny Tse ⋅ Fangzhao Zhang ⋅ Mert Pilanci ⋅ Jose Blanchet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Advancing Affordance-Grounded Creative Tool Use in Large Multimodal Models

In Sydney Poster Session 4

Cheng Qian ⋅ Hyeonjeong Ha ⋅ Jiayu Liu ⋅ Jeonghwan Kim ⋅ Emre Can Acikgoz ⋅ Bingxuan Li ⋅ Kunlun Zhu ⋅ Jiateng Liu ⋅ Aditi Tiwari ⋅ Zhenhailong Wang ⋅ Xiusi Chen ⋅ Heng Ji

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Pixel-space Autoregressive Image Synthesis via Spectrum Serialization and Flow-based Refinement

In Sydney Poster Session 4

Guiwei Zhang ⋅ Tianyu Zhang ⋅ Yalong Bai ⋅ Ying Ba ⋅ Zichang Tan ⋅ Yang Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Trajectory-Consistent Dropout for Uncertainty Decomposition in Hamiltonian Neural Networks

In Sydney Poster Session 4

Stephen J Roberts ⋅ Yuki Tachibana

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reinforcement Learning-Guided Symbolic Execution for Efficient and Exploitable Smart Contract Analysis

In Sydney Poster Session 4

Zhaoxuan Li ⋅ Ziming Zhao ⋅ Siqi Lu ⋅ Rui Zhang ⋅ Wenhao Li ⋅ Xiaofei Yue ⋅ Fan T Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STEP: Learning STructured Embeddings for Progressive Time Series

In Sydney Poster Session 4

Lucas Thil ⋅ Jesse Read ⋅ Rim Kaddah ⋅ Guillaume Doquet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Commit Then Explore: Reasoning Models Diversify, Not Converge

In Sydney Poster Session 4

Ben Jenkins ⋅ Mihaela Cardei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reading Attribution from Attention: Evidence Heads as Latent Attribution Mechanisms in LLMs

In Sydney Poster Session 4

Qi Wu ⋅ Jianfeng Qu ⋅ Peng-Fei Zhang ⋅ Yanzhe Ji ⋅ Siyu Li ⋅ Wei Chen ⋅ Zhixu Li ⋅ Jiajie Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AgentSSL: Can MLE Agents Leverage Unlabeled Data?

In Sydney Poster Session 4

Akanksha Sarkar ⋅ Ethan Lin ⋅ Ziang Liu ⋅ Kristin Branson ⋅ Jennifer Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rennala-NSGD: Asynchronous Stochastic Optimization Beyond Euclidean Geometry

In Sydney Poster Session 4

Igor Sokolov ⋅ Alexander Tyurin ⋅ Peter Richtarik

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BioSafetyBench: Agentic Cascade Evaluation for the Bio-AI Ecosystem

In Sydney Poster Session 4

Yang Cao ⋅ Xiaogeng Liu ⋅ Shengchao Liu ⋅ Chaowei Xiao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exact Recovery of Lipschitz Orthogonal Coordinate Transformations via Constrained Normalizing Flows

In Sydney Poster Session 4

Isaac Manring ⋅ Kejun Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Understanding Multimodal Failure in Action-Chunking Behavioral Cloning

In Sydney Poster Session 4

Lorenzo Mazza ⋅ Massimiliano Datres ⋅ Ariel Rodriguez ⋅ Sebastian Bodenstedt ⋅ Gitta Kutyniok ⋅ Stefanie Speidel

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Evaluating Neural Data Tokenizers: A Framework for Assessing Learned Representations of Spiking Activity

In Sydney Poster Session 4

Federico D'Agostino ⋅ Alex Gilbert ⋅ Susanne Keller ⋅ Jaivardhan Kapoor ⋅ Nicolas Reategui ⋅ Vedang Lad ⋅ Matthias Kümmerer ⋅ Jai Bhagat ⋅ Emin Orhan ⋅ Hasan A Bedel ⋅ Nikos Karantzas ⋅ Fabian Sinz ⋅ Surya Ganguli ⋅ Jakob H Macke ⋅ Sophia Sanborn ⋅ Alexander Ecker ⋅ Katrin Franke ⋅ Matthias Bethge ⋅ Andreas Tolias ⋅ Konstantin Willeke

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Phases of Muon: When Muon Eclipses SignSGD

In Sydney Poster Session 4

Elliot Paquette ⋅ Noah Marshall ⋅ Lucas Benigni ⋅ Guangyuan Wang ⋅ Atish Agarwala ⋅ Courtney Paquette

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Stabilization: Dual-EMA Teachers for Global–Local Semantic Learning in Semi-Supervised Medical Image Segmentation

In Sydney Poster Session 4

凯博廖 ⋅ Yazhou Ren ⋅ Song Wu ⋅ Kecheng Chen ⋅ Xiaorong Pu ⋅ Lixin Duan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On the Runway Cascade of Transformers for Language Modeling

In Sydney Poster Session 4

Hunjae Lee ⋅ Corey Clark

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Thinking with Imitation: Adaptive Reinforcement-Imitation Learning for Tool-Augmented Scientific Reasoning

In Sydney Poster Session 4

Fanrui Zhang ⋅ Hongmin Zhan ⋅ Qiang Zhang ⋅ Sizhuo Zhou ⋅ Zhaoyu Wang ⋅ Kaipeng Zhang ⋅ Jiawei Liu ⋅ Zheng-Jun Zha

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fewer Tokens, Fewer Layers: Efficient Vision Token Pruning and On-Policy Distillation to Accelerate VLMs

In Sydney Poster Session 4

Shuai Wang ⋅ Shitong Shao ⋅ Qi Xuan ⋅ Zhaowei Zhu ⋅ Jiaheng Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Surrogate Perspective on Convergence of Fixed-Target DQN

In Sydney Poster Session 4

Zichu Liu ⋅ Nneka M Okolo ⋅ Ryan D'Orazio ⋅ Danilo Vucetic ⋅ Ioannis Mitliagkas ⋅ Gauthier Gidel

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ParallelKernelBench: Can LLMs Write Fast Multi-GPU Kernels?

In Sydney Poster Session 4

Willy Chan ⋅ Nathan Paek ⋅ Simon Guo ⋅ Simran Arora ⋅ Dan Fu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Foundation Pareto Flow Policy for Multi-Objective Reinforcement Learning

In Sydney Poster Session 4

Zhanjiang Yang ⋅ Lijun Sun ⋅ Yueming Li ⋅ Meng Li ⋅ Yijun Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Geometric Velocity Regularity for Flow Matching on Manifold-Concentrated Data

In Sydney Poster Session 4

Shuntuo Xu ⋅ Zhou Yu ⋅ Kenji Fukumizu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Variational Monte Carlo for Quantum Excited States via Nested Low-Rank Approximation

In Sydney Poster Session 4

Minchan Jeong ⋅ Jongha (Jon) Ryu ⋅ Se-Young Yun ⋅ Gregory Wornell

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CommunityKV: Efficient Long-Context Decoding via Graph Partitioning

In Sydney Poster Session 4

Joe McKenna ⋅ Anastasios Alexandridis ⋅ Nathan Susanj ⋅ Jing Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Power Distribution Bridges Sampling, Self-Reward RL, and Self-Distillation

In Sydney Poster Session 4

Akiyoshi Tomihari ⋅ Issei Sato

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Flow-DPPO: Divergence Proximal Policy Optimization for Flow Matching Models

In Sydney Poster Session 4

Bowen Ping ⋅ Xiangxin Zhou ⋅ Penghui Qi ⋅ Minnan Luo ⋅ Liefeng Bo ⋅ Tianyu Pang

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ARROW: Augmented Replay for RObust World models

In Sydney Poster Session 4

Abdulaziz Alyahya ⋅ Abdallah Al Siyabi ⋅ Markus R. Ernst ⋅ Luke Yang ⋅ Levin Kuhlmann ⋅ Gideon Kowadlo

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BrainVista: Modeling Naturalistic Brain Dynamics as Multimodal Next-Token Prediction

In Sydney Poster Session 4

宣华阴 ⋅ Runkai Zhao ⋅ Lina Yao ⋅ Weidong Cai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ASAP: Fast Adaptive Sliding Agnostic Poisoning Attack on Federated Learning

In Sydney Poster Session 4

HUAZI PAN ⋅ Yanjun Zhang ⋅ Leo Yu Zhang ⋅ Scott D Adams ⋅ Abbas Z Kouzani ⋅ Suiyang Khoo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BQ-LoRA: Binary-Quantized Low-Rank Adapters as Implicit Regularizers for Parameter-Efficient Fine-Tuning

In Sydney Poster Session 4

Juyoung Park ⋅ Heejun Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Polynomial-Time Algorithm for Thiele Voting Rules with Voter Interval Preferences

In Sydney Poster Session 4

Pasin Manurangsi ⋅ Krzysztof Sornat

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Normal References: Discriminative Few-Shot Anomaly Detection

In Sydney Poster Session 4

Huan Wang ⋅ Jun Shen ⋅ Jun Yan ⋅ Guansong Pang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Ask in the Crowd: Differentially Private LLM Inference via Dummy-Augmented Shuffling

In Sydney Poster Session 4

Zhihao Liu ⋅ Zixiong Guo ⋅ Shuo Shao ⋅ Yu He ⋅ Wenli Wang ⋅ Meihui Chen ⋅ Di Wang ⋅ Yuke Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Inferring Computational Structure from Neural Recordings with Gain-Modulated Linear Dynamical Systems

In Sydney Poster Session 4

Yiteng Zhang ⋅ Zixiong Wang ⋅ Zhengze Wang ⋅ Ke Chen ⋅ Xingyu Li ⋅ Bin Min

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Average Sensitivity to Small-Loss Regret Bounds under Random-Order Model

In Sydney Poster Session 4

Shinsaku Sakaue ⋅ Yuichi Yoshida

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Task-Induced Riemannian Metrics for Vision Transformer Feature Spaces

In Sydney Poster Session 4

Andrew Bond ⋅ Ege E Özlü ⋅ Tuna Çimen ⋅ Ilkin U Melanlioglu ⋅ Tolga Birdal ⋅ Erkut Erdem ⋅ Aykut Erdem

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CrafterDojo: A Suite of Foundation Models for Building Open-Ended Embodied Agents in Crafter

In Sydney Poster Session 4

Junyeong Park ⋅ Hyeonseo Cho ⋅ Sungjin Ahn

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Stable Alpha: Adversarial Invariant Representation Learning for Nonlinear Asset Pricing under Temporal Distribution Shifts

In Sydney Poster Session 4

Xiaokang Wang ⋅ Zihe Liu ⋅ Xinghan Qin ⋅ Zihao Yin ⋅ Jidong Yuan ⋅ Qinxuan Zhang ⋅ Xiushuo Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Test-time Multi-agent Coordination by Decomposed Value Gradient Flow

In Sydney Poster Session 4

Dongsu Lee ⋅ Haoran Xu ⋅ Amy Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

High-Dimensional Learning Dynamics of Attention-Indexed Models

In Sydney Poster Session 4

Yizhou Xu ⋅ Margarita Sagitova ⋅ Florent Krzakala ⋅ Lenka Zdeborová

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Permanent and Transient Representations for Continual Reinforcement Learning

In Sydney Poster Session 4

Nishanth Anand ⋅ Doina Precup

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Adaptive multiscale operator correction via learned spectral subspace and physics-informed optimization.

In Sydney Poster Session 4

Subham Patel ⋅ Himanshu Pandey ⋅ RATIKANTA BEHERA

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Representation Learning Enables Scalable Multitask Deep Reinforcement Learning

In Sydney Poster Session 4

Johan Obando Ceron ⋅ Lu Li ⋅ Scott Fujimoto ⋅ Pierre-Luc Bacon ⋅ Aaron Courville ⋅ Pablo Samuel Castro

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LLM Flow Processes for Text-Conditioned Regression

In Sydney Poster Session 4

Felix Biggs ⋅ Samuel Willis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation

In Sydney Poster Session 4

Bruce C Xu ⋅ Adarsh Kumarappan ⋅ Mu Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Reduction from Delayed to Immediate Feedback for Online Convex Optimization with Improved Guarantees

In Sydney Poster Session 4

Alexander Ryabchenko ⋅ Idan Attias ⋅ Dan Roy

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Grounding Driving VLA via Inverse Kinematics

In Sydney Poster Session 4

Junsung Park ⋅ Hyunjung Shim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold

In Sydney Poster Session 4

Gil Karin ⋅ Artemy Bakulin ⋅ Nir Yosef

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Do We Need Asynchronous SGD? On the Near-Optimality of Synchronous Methods

In Sydney Poster Session 4

Grigory Begunov ⋅ Alexander Tyurin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Low-Dimensional Adaptation of Rectified Flow: A Diffusion and Stochastic Localization Perspective

In Sydney Poster Session 4

Saptarshi Roy ⋅ Alessandro Rinaldo ⋅ Purnamrita Sarkar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

End-to-End Neural Modeling of EM Response and Design Performance for Free-Form RFIC Passives

In Sydney Poster Session 4

Yuhao Mao ⋅ Chenhao Chu ⋅ Martin Vechev ⋅ Hua Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fine-tuning Does Not Reach All: Uneven Safety and Knowledge Dynamics in Language Models

In Sydney Poster Session 4

Ziwei Wang ⋅ Xinwei Guo ⋅ Jiaxin Zhang ⋅ Guanhua Chen ⋅ Haiyan Wu ⋅ Xiangyu Zhao ⋅ Lei Ma ⋅ Xin Yao ⋅ Shan He ⋅ Xuetao Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MCPHunt: An Evaluation Framework for Cross-Boundary Data Propagation in Multi-Server MCP Agents

In Sydney Poster Session 4

Haonan Li ⋅ Tianjun Sun ⋅ Yongqing Wang ⋅ Qisheng Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RheoSampling: Resolving the One-Hot Dilemma in Stochastic Dynamic-Tree Speculative Decoding

In Sydney Poster Session 4

Qiao Hu ⋅ Yepeng Weng ⋅ Bo Zhang ⋅ Takehisa Yairi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TROPT: An Open Framework for Unifying and Advancing Discrete Text Optimization

In Sydney Poster Session 4

Matan Ben-Tov ⋅ Mahmood Sharif

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

R-GRec: Relation-Guided Generative Recommendation via Collaborative Graph Supervision

In Sydney Poster Session 4

Xiangfu Meng ⋅ Jiapeng Yang ⋅ Lei Shi ⋅ xue wang ⋅ Yuefeng Zhan ⋅ Chen Gu ⋅ Hao Sun ⋅ Weiwei Deng ⋅ Tao Yao ⋅ Feng Sun ⋅ Qi Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures

In Sydney Poster Session 4

Yikang Yang ⋅ Zhengxin Yang ⋅ Minghao Luo ⋅ Luzhou Peng ⋅ Hongxiao Li ⋅ Wanling Gao ⋅ Lei Wang ⋅ Jianfeng Zhan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph

In Sydney Poster Session 4

Manyu Li ⋅ Ruian He ⋅ Chenxi Ma ⋅ Weimin Tan ⋅ Bo Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

C3P: Contrastive promoter-protein pretraining yields representations capturing bacterial gene regulation

In Sydney Poster Session 4

Cameron Dufault ⋅ Scott Xu ⋅ Alan Moses

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Flat Gossip: Tiered Gossip Learning for Scalable Collaborative AI

In Sydney Poster Session 4

Atul Sharma ⋅ Kavindu Herath ⋅ Saurabh Bagchi ⋅ Chaoyue Liu ⋅ Somali Chaterji

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learn from your own latents and not from tokens: A sample-complexity theory

In Sydney Poster Session 4

Daniel Korchinski ⋅ Alessandro Favero ⋅ Matthieu Wyart

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dooly: Configuration-Agnostic, Redundancy-Aware Profiling for LLM Inference Simulation

In Sydney Poster Session 4

Joon Ha Kim ⋅ Geon-Woo Kim ⋅ Anoop Rachakonda ⋅ Daehyeok Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Next Forcing: Causal World Modeling with Multi-Chunk Prediction

In Sydney Poster Session 4

Gangwei Xu ⋅ Qihang Zhang ⋅ Jiaming Zhou ⋅ Xing Zhu ⋅ Yujun Shen ⋅ Xin Yang ⋅ Yinghao Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SeqDiCO: Sequence-oriented Diffusion for Scale-Generalizable Neural Combinatorial Optimization

In Sydney Poster Session 4

Yu Wang ⋅ Qiaolin Lu ⋅ Yang Wu ⋅ Bohao Qu ⋅ Shirui Pan ⋅ Yi Chang ⋅ Chengqi Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Structure-Prompted Multimodal Protein Language Model for Preference-Aligned Fitness Prediction

In Sydney Poster Session 4

Xiaowen Hu ⋅ Yichao Cao ⋅ Hongyi Huang ⋅ Shan You ⋅ Hao Sun ⋅ Zhenggang Wang ⋅ Xiu Su ⋅ Lei Deng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Agent Explorative Policy Optimization for Agentic Multimodal Reasoning

In Sydney Poster Session 4

Minki Kang ⋅ Shizhe Diao ⋅ Ryo Hachiuma ⋅ Sung Ju Hwang ⋅ Pavlo Molchanov ⋅ Frank Wang ⋅ Byung-Kwan Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

UniCon3R: Unified Contact-aware 4D Human-Scene Reconstruction from Monocular Video

In Sydney Poster Session 4

TANUJ SUR ⋅ Shashank Tripathi ⋅ Nikos Athanasiou ⋅ Ha Linh Nguyen ⋅ Kai Xu ⋅ Michael Black ⋅ Angela Yao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Data-Free Metrics Are Not Invariant Under Functionality-Preserving Reparametrisations

In Sydney Poster Session 4

Gabryel Mason-Williams ⋅ Israel Mason-Williams ⋅ Fredrik Dahlqvist

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Hearing is Believing? Evaluating and Analyzing Audio Language Model Sycophancy with SYAUDIO

In Sydney Poster Session 4

Junchi Yao ⋅ Lokranjan Lakshmikanthan ⋅ Annie Zhao ⋅ Danielle Zhao ⋅ Shu Yang ⋅ Zikang Ding ⋅ Di Wang ⋅ Lijie Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distributed-Order Fractional Spiking Neural Network

In Sydney Poster Session 4

Chengjie Ge ⋅ Yufeng Peng ⋅ Qiyu Kang ⋅ Xueyang Fu ⋅ Zheng-Jun Zha

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Evaluating Spatiotemporal Reasoning of Vision-Language Models in Atari Gameplay

In Sydney Poster Session 4

Mingjia Huo ⋅ Yao Fu ⋅ Bo Chang ⋅ Yaqing Wang ⋅ Dawei Zhu ⋅ Dylan Zhang ⋅ Xinyang Yi ⋅ Lichan Hong ⋅ Ed Chi ⋅ Hao Zhang ⋅ Jiaxi Tang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Reversible Recovery for Adversarially Protected JPEG Images

In Sydney Poster Session 4

Dahao Fu ⋅ Jiangqun Ni

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fast Sandwich Products in Clifford Algebra

In Sydney Poster Session 4

Travis Pence ⋅ Daisuke Yamada ⋅ Jiaqi Mo ⋅ Chanyoung Moon ⋅ Karthikeyan Sankaralingam ⋅ Vikas Singh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support

In Sydney Poster Session 4

Yusuf Kesmen ⋅ Fay Elhassan ⋅ Jiayi Ma ⋅ Julien Stalhandske ⋅ Yena Chang ⋅ Alexandra V Kulinkina ⋅ David Sasu ⋅ Akhil Arora ⋅ Lars H Klein ⋅ Mary-Anne Hartley

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Provably Reliable Classifier Guidance via Cross-Entropy Control

In Sydney Poster Session 4

Sharan Sahu ⋅ Arisina Banerjee ⋅ Yuchen Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RABBiT: Rapidly adaptive BOLD foundation model via brain-tuning for accurate zero-shot and few-shot prediction of speech-elicited responses in the brain

In Sydney Poster Session 4

Omer Moussa ⋅ Mariya Toneva

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Click3R: Interactive Stereo 3D Reconstruction with Sparse Correspondence Clicks

In Sydney Poster Session 4

Hao Gu ⋅ Jin Yao ⋅ Zezhou Cheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Real In, Real Out: What If We Only Use Real Data for Scene Text Editing?

In Sydney Poster Session 4

Xingsong Ye ⋅ Yongkun Du ⋅ Jiaxin Zhang ⋅ Chong Sun ⋅ Zhineng Chen

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RPC-GS: Gaussian Splatting with native RPC Rendering for Satellite Imagery

In Sydney Poster Session 4

Valentin Wagner ⋅ Sebastian Bullinger ⋅ Christoph Bodensteiner ⋅ Michael Arens

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models

In Sydney Poster Session 4

Bincheng Peng ⋅ Miki Haseyama ⋅ Guang Li ⋅ Ping Liu ⋅ Takahiro Ogawa

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Correlation-Aware Contextual Bandits with Surrogate Rewards for LLM Routing

In Sydney Poster Session 4

Ajay Narayanan Sridhar ⋅ Ronak Singh ⋅ Mehrdad Mahdavi ⋅ Vijaykrishnan Narayanan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MaSC: A Masked Similarity Metric for Evaluating Concept-Driven Generation

In Sydney Poster Session 4

Patryk Bartkowiak ⋅ Lennart Petersen ⋅ Bartosz Kotrys ⋅ Dominik L Michels ⋅ Soeren Pirk ⋅ Wojtek Palubicki

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SSR3D-LLM: Structured Spatial Reasoning via Latent Steps for Fine-Grained Grounding in Unified 3D-LLMs

In Sydney Poster Session 4

Jiawei LI ⋅ Ziyi Liu ⋅ Weijie Shi ⋅ Long Chen ⋅ Jiajie Xu ⋅ Xiaofang Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers

In Sydney Poster Session 4

Tianyi Li ⋅ Zhiqiang Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Agentic World Vision-Language-Action Models for Autonomous Driving

In Sydney Poster Session 4

Guoqing Wang ⋅ Pin Tang ⋅ Xiangxuan Ren ⋅ Chao Ma

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent

In Sydney Poster Session 4

Tong Wu

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ADMIT: Support-Gated Memory-Write Admission for Document QA Agents

In Sydney Poster Session 4

Joongmin Shin ⋅ Gyuho Shim ⋅ Hyeonseok Moon ⋅ Jaehyung Seo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models

In Sydney Poster Session 4

Rishabh Sharma ⋅ Stefano Martiniani

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AEGIS: Almost Surely Safe Offline Reinforcement Learning

In Sydney Poster Session 4

Junseo Lee ⋅ Hyeokjin Kwon ⋅ Songhwai Oh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BrainCoT: A Multi-Task Zero-Shot Brain Signal Foundation Model with Neurometric-Anchored Chain-of-Thought Reasoning

In Sydney Poster Session 4

Yiyu Gui ⋅ Mingzhi Chen ⋅ Guibo Luo ⋅ Yuchao Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HSCO-Bench: An Agent-Driven End-to-End Hardware-Software Co-design Benchmark for Systems-on-Chip

In Sydney Poster Session 4

Pei-Huan Tsai ⋅ Kuan-Lin Chiu ⋅ William Baisi ⋅ Pin-Yu Chen ⋅ Luca P Carloni

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AutoHoney: Automating, Deploying, and Evaluating Scheming Honeypots Across Production Codebases

In Sydney Poster Session 4

Martin Ciesielski-Listwan ⋅ Alyssia Jovellanos ⋅ Victoria Krakovna

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Stabilizing Few-Shot Object Detection with Language-Conditioned Probabilistic Prototypes

In Sydney Poster Session 4

Jiaying Wu ⋅ yuchun zhao ⋅ Lei Shi ⋅ Jia Luo ⋅ Dongmei Wei ⋅ Feifei Kou ⋅ Pengfei Zhang ⋅ Zhaoman Zhong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Semantic-Statistical Prior Banks for Federated Low-Shot Learning under Non-IID Clients

In Sydney Poster Session 4

Jiaying Wu ⋅ Can Gao ⋅ Lei Shi ⋅ Jia Luo ⋅ Dongmei Wei ⋅ Feifei Yang ⋅ Pengfei Zhang ⋅ Feifei Kou ⋅ Zhaoman Zhong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Glance Before You Tell: Anomaly-Guided 3D Radiology Report Generation with Heat-Conduction Slice Encoders

In Sydney Poster Session 4

Lingyu Zhou ⋅ Dingwen Pi ⋅ Zhang Yi ⋅ Jun Wu ⋅ Xiuyuan Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VecDBLens: A Modular Framework for Diagnosing Vector Databases Retrieval Pipelines

In Sydney Poster Session 4

Yutong Zhou ⋅ Guoxin Kang ⋅ Wenxin Zhou ⋅ Haoyu He ⋅ Yuedong Zhu ⋅ Lei Wang ⋅ Wanling Gao ⋅ Fanda Fan ⋅ Jianfeng Zhan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models

In Sydney Poster Session 4

Jiahao Xu ⋅ Xuefang Zhao ⋅ Xinhua Feng ⋅ Hongrui Yang ⋅ Yixian Liu ⋅ Zhichao Hu ⋅ Lliu Yuhong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Pixels to Tokens: Token Space Efficient Active Learning for Low-Budget Semantic Segmentation

In Sydney Poster Session 4

Utku Cicek ⋅ Mahip Singh ⋅ Ziyao Shang ⋅ Kimathi Kaai ⋅ C Thomas ⋅ Pablo Guerrero ⋅ Alexander Wong ⋅ Sirisha Rambhatla

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HumanScore: Benchmarking Human Motions in Generated Videos

In Sydney Poster Session 4

Tiange Xiang ⋅ Yusu Fang ⋅ Tian Tan ⋅ Narayan Schütz ⋅ Scott Delp ⋅ Fei-Fei Li ⋅ Ehsan Adeli

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Simplicity is Enough: ReAct Agents for Prompt Optimization

In Sydney Poster Session 4

Andrei Rusu ⋅ Andrei Dumitrescu ⋅ Adrian C Badea ⋅ Cosmin Maria ⋅ Ion-Marian Anghelina ⋅ Bai Li ⋅ Tomasz L Religa ⋅ Dragos H Bobolea

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Individuals Matter: Improving Deep Multi-View Clustering via Explicit Single-View Enhancement

In Sydney Poster Session 4

Hanyang Li ⋅ Yanzheng Wang ⋅ Yaxin Hou ⋅ Zhengxing Jiao ⋅ Hao Chen ⋅ Yuheng Jia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Silent Hyperparameter: Quantifying the Impact of Inference Backends on LLM Reproducibility

In Sydney Poster Session 4

David Pape ⋅ Jonathan Evertz ⋅ Lea Schönherr

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Why Speculative Decoding Works Better Than Predicted on Sparse MoE Models

In Sydney Poster Session 4

Ekagra Ranjan ⋅ Komal Teru ⋅ Bharat Venkitesh ⋅ Acyr Locatelli

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PRIME: A Modular Approach for Private Synthetic Data

In Sydney Poster Session 4

Miguel Fuentes ⋅ Brett Mullins ⋅ Cecilia Ferrando ⋅ Cameron Musco ⋅ Daniel Sheldon

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Evaluating Physical Reasoning in LLM Agents Requires Construction Benchmarks

In Sydney Poster Session 4

Wenhao Deng ⋅ Tian Xia ⋅ Yuru Jiang ⋅ Joemon M Jose ⋅ Tailin Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Random-Effects Centroids for Domain Generalization

In Sydney Poster Session 4

Jinyong Jeong ⋅ Hyungu Kahng ⋅ Seoung Bum Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Boost Reasoning Evolution via Responsive Rollout Difficulty Manipulation

In Sydney Poster Session 4

Ziheng Li ⋅ Zexu Sun ⋅ Jinman Zhao ⋅ Erxue Min ⋅ Yongcheng Zeng ⋅ Hui Wu ⋅ Hengyi Cai ⋅ Shuaiqiang Wang ⋅ Xu Chen ⋅ Zhihong Deng ⋅ Dawei Yin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Global PIQA: Evaluating Commonsense Reasoning Across 100+ Languages and Cultures

In Sydney Poster Session 4

Tyler Chang ⋅ Catherine Arnett ⋅ Abdelrahman Sadallah ⋅ Abdelrahman Eldesokey ⋅ Abeer Kashar ⋅ Daud Abolade ⋅ Abosede G Olanihun ⋅ Adam Labaran M ⋅ Adhikarimayum Meerajita Sharma ⋅ Aditi Gupta ⋅ Adril P Merin ⋅ Adwoa A Bremang ⋅ Afitab Iyigun ⋅ Afonso Simplício ⋅ Ahmed Essouaied ⋅ Aicha Chorana ⋅ Akhil Eppa ⋅ Akintunde Oladipo ⋅ Akriti Kuri ⋅ Akshay Ramesh ⋅ Aleksei Dorkin ⋅ Alfred M Kondoro ⋅ Alham Aji ⋅ Ali E Çetintaş ⋅ Allan Hanbury ⋅ Alp Niksarli ⋅ Alvaro Arroyo ⋅ Amin Bajand ⋅ Amol Khanna ⋅ Ana Chkhaidze ⋅ Ana C Condez ⋅ Anamaria Roberta Hartl ⋅ Andiswa Mkhonto ⋅ Andrew Hoblitzell ⋅ Angelos Poulis ⋅ Anirban Majumder ⋅ Anjali Chaudhary ⋅ Anna Vacalopoulou ⋅ Annika Simonsen ⋅ Anton Kovalev ⋅ Anupam Nayak ⋅ Ashvanth.S ⋅ Ayodeji Lana ⋅ Ayu Purwarianti ⋅ Bashar Alhafni ⋅ C. Benedict C. Busole ⋅ Bernard Ghanem ⋅ Bharti Nathani ⋅ Biljana S Đurić ⋅ Ogundipe B Funmilola ⋅ Bolaotan Agbonile ⋅ Bruce Torres Fischer ⋅ Burak Tutar ⋅ Burcu Çınar ⋅ Cade Kane ⋅ Can Udomcharoenchaikit ⋅ Chadi Helwe ⋅ Cecilia Liu ⋅ Chiamaka G Nwokolo ⋅ Christopher Homan ⋅ Clément Sampebgo ⋅ Cristina España-Bonet ⋅ Cynthia Amol ⋅ Daeyeop Lee ⋅ Dan Saattrup Smart ⋅ Dana Arad ⋅ Daniil Dzenhaliou ⋅ Dasol Choi ⋅ David Liu ⋅ David Semedo ⋅ David Anugraha ⋅ OLAOYE D Oluwaseun ⋅ Deborah Popoola ⋅ Deividas Mataciunas ⋅ Dennis Asamoah Owusu ⋅ Dhyuthy Krishna Kumar ⋅ Diogo Tavares ⋅ Diogo Glória-Silva ⋅ Divyanshu Goyal ⋅ DongGeon Lee ⋅ Estefany Kelly Buchanan ⋅ Ebele N Anajemba ⋅ Ngozi G Egonu ⋅ Elias Herranen ⋅ Eman Nisar ⋅ Emile Anand ⋅ Emuobonuvie M Ajiboye ⋅ Eryawan P Yulianrifat ⋅ Esther Adenuga ⋅ Ewa Rudnicka ⋅ Faith O Itiola ⋅ Fareeha Fayyaz Sheikh ⋅ Fathima Thekkekara ⋅ Fatima Haouari ⋅ Faustin NSENGIYUMVA ⋅ Fenal A Ilasariya ⋅ Filbert A Tjiaranata ⋅ Firas Laakom ⋅ Francesca Grasso ⋅ Francesco Periti ⋅ Francesco Orabona ⋅ Gbenga K Solomon ⋅ Genta Winata ⋅ Nghia G Ngo ⋅ Gloria Udhedhe-oze ⋅ Gonçalo Vinagre ⋅ Gopi N Challagolla ⋅ Gorka Urbizu-Garmendia ⋅ Gouthami Vadithya ⋅ Guijin Son ⋅ Gyan S Mohapatra ⋅ Hafeez Ullah ⋅ Hafsteinn Einarsson ⋅ Hai Hu ⋅ Hamidreza Saffari ⋅ Hamza Zaidi ⋅ Haopeng Zhang ⋅ Harethah Abu Shairah ⋅ Hele-Andra Kuulmets ⋅ Hitesh Patel ⋅ Houda Bouamor ⋅ Hwanjo Yu ⋅ Iben N Debess ⋅ İbrahim Ethem Deveci ⋅ Ikhlasul A Hanif ⋅ Ikhyun Cho ⋅ Inês Vieira ⋅ Inês Calvo ⋅ Ismail O Daud ⋅ Yusuf I Abayomi ⋅ Itay Itzhak ⋅ Ivan Zhelyazkov ⋅ Ivan Belashkin ⋅ Ivan Spada ⋅ Jacob Brinton ⋅ Jafar Isbarov ⋅ Jaka Čibej ⋅ Jan Kocon ⋅ Jan Cuhel ⋅ Jauza A Krito ⋅ Jebish Purbey ⋅ Jennifer Za ⋅ Jennifer Mickel ⋅ Jenny Kunz ⋅ Jessica Ratovondranto ⋅ Jeyarajalingam Varsha ⋅ Jihae Jeong ⋅ Jimena T Dávalos ⋅ Jinu Lee ⋅ Joao Magalhaes ⋅ John S Yi ⋅ Jongin Kim ⋅ Joseph Chataignon ⋅ Joseph Marvin Imperial ⋅ Jubeerathan Thevakumar ⋅ Judith Land ⋅ Iuliia Alekseenko ⋅ Jiang Junchen ⋅ Jungwhan Kim ⋅ Kairit Sirts ⋅ Kamesh R ⋅ Kanda Patrick Tshinu ⋅ Kätriin Kukk ⋅ Kaustubh Ponkshe ⋅ Kavsar Huseynova ⋅ Ke He ⋅ Kenneth Enevoldsen ⋅ Kent J Alvarez ⋅ Kerem Zaman ⋅ Khalil Mrini ⋅ Kian Kyars ⋅ Komal Gour ⋅ Krishnakumar Lainitha ⋅ Krister Kruusmaa ⋅ Kunal Mukherjee ⋅ Kusum Chouhan ⋅ Laura Castro ⋅ Laura M Porrino-Moscoso ⋅ Lenny S Nzambi ⋅ Leshem Choshen ⋅ Lilja Øvrelid ⋅ Lisa Alazraki ⋅ Lovina Ehimen-Ugbede ⋅ Luheerathan Thevakumar ⋅ Luxshan Thavarasa ⋅ Mamadou K KEITA ⋅ Mansi Jangid ⋅ Marco De Santis ⋅ Marcos Garcia ⋅ Marek Suppa ⋅ Mariam D'Ciofalo ⋅ Marii Ojastu ⋅ Marium Atta ⋅ Maryam Sikander ⋅ Maximos Skandalis ⋅ Mehak Soomro ⋅ Mehmet İlteriş Bozkurt ⋅ Melaku Bayu ⋅ Menan Velayuthan ⋅ Michael Leventhal ⋅ Michał Marcińczuk ⋅ Mina Almasi ⋅ Mirna Potočnjak ⋅ Mithil Bangera ⋅ Mohammadamin Shafiei ⋅ MOHIBA ANSARI ⋅ Mridul Sharma ⋅ Mrityunjaya Indoria ⋅ Mughees U Rehman ⋅ Muhammad Ravi Shulthan Habibi ⋅ Murat B Kınay ⋅ Nada Galant ⋅ Naina S Rathore ⋅ Narada Maugin ⋅ Nathalie H Norman ⋅ Nicholas Kluge Corrêa ⋅ Nikola Ljubešić ⋅ Nirmal Thomas ⋅ Nisansa de Silva ⋅ Nisheeth Joshi ⋅ Nitish Ponkshe ⋅ Nizar Habash ⋅ Nneoma C Udeze ⋅ Noel Thomas ⋅ Noémi Ligeti-Nagy ⋅ Odunayo Ogundepo ⋅ Odunayo K Buliaminu ⋅ God'spraise Okechukwu ⋅ Olanrewaju Samuel ⋅ Olga Snissarenko ⋅ Onyinye A Chiemezie ⋅ Orkun Kınay ⋅ osman tursun ⋅ Pablo Rodríguez ⋅ Pablo Gamallo ⋅ Pedro Valente ⋅ Peter Rupnik ⋅ Philip O. EKIUGBO ⋅ Prakhar Agarwal ⋅ Prokopis Prokopidis ⋅ Quadri Yahya ⋅ Rachele Mignone ⋅ Raghav Singhal ⋅ Rahul Raja ⋅ Ram Mohan Rao Kadiyala ⋅ Raphaël Merx ⋅ Rasmus Larsen ⋅ Ratnavel Rajalakshmi ⋅ Rishav Ghosh ⋅ Romina Oji ⋅ Rui P Guerra ⋅ Rushikesh Zawar ⋅ Sa'ad N Bashir ⋅ Saeed Alzaabi ⋅ Sahil Sandeep ⋅ Sai Sandeep Kantareddy ⋅ Saleha Muzammil ⋅ Salsabila Z Pranida ⋅ Sam Buchanan ⋅ Samuel Rutunda ⋅ Sander Land ⋅ Sarah Sulollari ⋅ Sardar Ali ⋅ Kengatharaiyer Sarveswaran ⋅ Saulius Tautvaisas ⋅ Sayambhu Sen ⋅ Sayantani Banerjee ⋅ Sebastien Diarra ⋅ Sewoong Lee ⋅ Shaan Shah ⋅ Shankar Venkitachalam ⋅ Sharifa Djurabaeva ⋅ Sharon Ibejih ⋅ Shivanya S Dutta ⋅ Siddhant Gupta ⋅ Silvia P Suárez ⋅ Sina Ahmadi ⋅ Sivasuthan Sukumar ⋅ Siyuan Song ⋅ Sokratis Sofianopoulos ⋅ Sona E Simon ⋅ Sonja Benčina ⋅ Sophie Gvasalia ⋅ Sphurti K More ⋅ Spyridon Konstantinos Dragazis ⋅ Stefan Milosavljević ⋅ Stephan Kaufhold ⋅ AlRashed ⋅ Surangika Ranathunga ⋅ Taiga Someya ⋅ Taja Kuzman Pungeršek ⋅ Tal Haklay ⋅ Tasi'u Jibril ⋅ Tatsuya Aoyama ⋅ Tea Abashidze ⋅ Terenz Jomar Dela Cruz ⋅ Terra Blevins ⋅ Themistoklis Nikas ⋅ Theresa D Idoko ⋅ Tilek Chubakov ⋅ Tina Munda ⋅ Tobiloba Moses Owoeye ⋅ Tommaso Gargiani ⋅ Uni Johannesen ⋅ Vallerie A Putra ⋅ Vanya BK ⋅ Varvara Arzt ⋅ Vasily Konovalov ⋅ Vasudevan Nedumpozhimana ⋅ Viktória Ondrejová ⋅ Viktoryia Horbik ⋅ Vuk Dinić ⋅ Walelign Sewunetie ⋅ Winston Wu ⋅ Xiaojing Zhao ⋅ Yacouba Diarra ⋅ Yaniv Nikankin ⋅ Yash Mathur ⋅ Yash Bagla ⋅ Yeshil Bangera ⋅ Yixi Chen ⋅ Yiyuan Li ⋅ Yolanda Xavier ⋅ Yonatan Belinkov ⋅ Zaid Alyafeai ⋅ Zhengyang Shan ⋅ Zhi Rui Tam ⋅ Zilu Tang ⋅ Zuzana Nadova ⋅ Baber Abbasi ⋅ Stella Biderman ⋅ David Stap ⋅ Duygu Ataman ⋅ Fabian D Schmidt ⋅ Hila Gonen ⋅ Jiayi Wang ⋅ David Adelani

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Geometric Wall: Manifold Structure Predicts Layerwise Sparse Autoencoder Scaling Laws

In Sydney Poster Session 4

Eslam Zaher ⋅ Maciej Trzaskowski ⋅ Quan Nguyen ⋅ Fred Roosta

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation

In Sydney Poster Session 4

Wenqi Liu ⋅ Hongxin He ⋅ Yunxiao Wang ⋅ Xuemeng Song ⋅ Yupeng Hu ⋅ Yinwei Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Graph Cascades: Contagion-Based Mesoscopic Rewiring for Structure-Aware Graph Machine Learning

In Sydney Poster Session 4

Meher Chaitanya Pindiprolu ⋅ My Le ⋅ Luana Ruiz

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient Reasoning via Constrained Optimization in Latent Space

In Sydney Poster Session 4

Zhinan Hou ⋅ Xingchen Li ⋅ Keyou You

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient, Accurate and Stable Gradients for Neural ODEs

In Sydney Poster Session 4

Sam McCallum ⋅ James Foster

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Improved Regret Analysis For Parallel Gaussian Process Bandit Optimization

In Sydney Poster Session 4

Shion Takeno ⋅ Shogo Iwazaki

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision

In Sydney Poster Session 4

Jiacheng Chen ⋅ Songze Li ⋅ Han Fu ⋅ Baoquan Zhao ⋅ Wei Liu ⋅ Yanyan Liang ⋅ Qing Li ⋅ Xudong Mao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FLIP: Fast and Accurate Global Lipschitz Estimation for Large Feedforward Networks

In Sydney Poster Session 4

Hongbo Chen ⋅ Zihao Ren

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Consilience for Verifier-Free Test-Time Scaling

In Sydney Poster Session 4

Lecheng Kong ⋅ Like Hui ⋅ Haitao Mao ⋅ Luke Huan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Resolution-Aware Structural Density Peak Clustering

In Sydney Poster Session 4

Jie Yang ⋅ Hsiang-Ting Chen ⋅ Yan Ma ⋅ Xinyan Liang ⋅ Avinash Singh ⋅ Liang Du ⋅ Cheng-You Lu ⋅ Chenglong Zhang ⋅ Bingbing Jiang ⋅ Weiping Ding ⋅ Wei Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EditDistill: Is It Possible to Guide Video Editing with Image Editing

In Sydney Poster Session 4

guojun lei ⋅ Hong Li ⋅ Hongbing Yang ⋅ Lixue Gong ⋅ Chi Wang ⋅ Zheng Dong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TOPPO: Rethinking PPO for Multi-Task Reinforcement Learning with Critic Balancing

In Sydney Poster Session 4

Yuanpeng Li ⋅ Rui Miao ⋅ Gefei Lin ⋅ Annie Qu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos

In Sydney Poster Session 4

Sreyan Ghosh ⋅ Arushi Goel ⋅ Kaousheik Jayakumar ⋅ Lasha Koroshinadze ⋅ Nishit Anand ⋅ Siddharth Gururani ⋅ Hanrong Ye ⋅ Pritam Biswas ⋅ Yuanhang Su ⋅ Ehsan Hosseini-Asl ⋅ Sang-gil Lee ⋅ Zhifeng Kong ⋅ Jaehyeon Kim ⋅ Sungwon Kim ⋅ S Sakshi ⋅ Ramani Duraiswami ⋅ Dinesh Manocha ⋅ Andrew Tao ⋅ Mohammad Shoeybi ⋅ Bryan Catanzaro ⋅ Ming-Yu Liu ⋅ Wei Ping

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Remote Photoplethysmography Based on a Skin Reflection Exponential Model

In Sydney Poster Session 4

Jiachen Li ⋅ Longzhen Tang ⋅ Shisheng Guo ⋅ Guolong Cui

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

H2G: Hierarchy-Aware Hyperbolic Grouping for 3D Scenes

In Sydney Poster Session 4

ByungHa Ko ⋅ Youngmin Lee ⋅ Dong Hwan Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Agent$^2$ RL-Bench: Can LLM Agents Engineer Agentic RL Post-Training?

In Sydney Poster Session 4

Wanyi Chen ⋅ Xiao Yang ⋅ Xu Yang ⋅ Tianming Sha ⋅ Qizheng Li ⋅ Zhuo Wang ⋅ Bowen Xian ⋅ Fang Kong ⋅ Weiqing Liu ⋅ Jiang Bian

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing

In Sydney Poster Session 4

Pei Yang ⋅ Wanyi Chen ⋅ Tongyun Yang ⋅ Pengbin Feng ⋅ Jiarong Xing ⋅ Wentao Guo ⋅ Yuhang Yao ⋅ Yuhang Han ⋅ Hanchen Li ⋅ Xu Wang ⋅ Jie Xiao ⋅ Anjie Yang ⋅ Lynn Ai ⋅ Eric Yang ⋅ TIANYU SHI

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

KernelDNA: Cross-Layer Kernel Sharing via Decoupled Neural Adapters

In Sydney Poster Session 4

Yadong Zhang ⋅ Haiduo Huang ⋅ Yinghui Xu ⋅ Tian Xia ⋅ Wenzhe zhao ⋅ Pengju Ren

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PotARCin: Multi-Dimensional Evaluation of Skill Acquisition in Abstract Reasoning Tasks

In Sydney Poster Session 4

Claas Beger ⋅ Ryan Yi ⋅ Melanie Mitchell

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Human-Intention Priors from Large-Scale Human Demonstrations for Robotic Manipulation

In Sydney Poster Session 4

Yifan Xie ⋅ YuAn Wang ⋅ Guangyu Chen ⋅ Jinkun Liu ⋅ Yu Sun ⋅ Wenbo Ding

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Advancing Entropy-Level Credit Assignment in RLVR via Proximal Entropy Policy Optimization

In Sydney Poster Session 4

Yun Kim ⋅ Nojun Kwak

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Spectral Asymptotics of Neural Network Jacobians: Convergency, Universality, and Phase Transition

In Sydney Poster Session 4

Huiqin Li ⋅ Guangming Pan ⋅ Yanqing Yin

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Teaching VLMs What to Say, Not How to Reason: Rethinking Counterfactual Reasoning in Autonomous Driving

In Sydney Poster Session 4

Hayeon Oh ⋅ Donghwan Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WorldAct: Activating Monolithic 3D Worlds into Interactive-Ready Object-Centric Scenes

In Sydney Poster Session 4

Jichen Hu ⋅ Jiawei Guo ⋅ Jiazhong Cen ⋅ Chen Yang ⋅ Sikuang Li ⋅ Wei Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

In Sydney Poster Session 4

Jing Liang ⋅ Hongyao Tang ⋅ Yi Ma ⋅ Yancheng He ⋅ Weixun Wang ⋅ Xiaoyang Li ⋅ Wenbo Su ⋅ Jinyi Liu ⋅ YAN ZHENG ⋅ Jianye Hao ⋅ Bo Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How Do Agentic LLMs Decide to Call Tools? A Scaffold Default Controlled by Suppression

In Sydney Poster Session 4

Xijie Gong ⋅ Tingxu Han ⋅ Jiahao Zhang ⋅ Wei Song ⋅ Ziqi Ding ⋅ Hanqi Yan ⋅ Youcheng Sun ⋅ Lijie Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Point-to-Manifold Geometry: Flexibly Overcoming the Curse of Dimensionality in Neural Computational Units

In Sydney Poster Session 4

Rohan Ghosh ⋅ Mehul Motani

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cross Flow: One-Step Generation Across Latent and Pixel Spaces

In Sydney Poster Session 4

Xiyuan Wang ⋅ Xiao Zhang ⋅ Yang Li ⋅ Ruoxi Jiang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Muhan Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Is a Linear Probe Evidence of a Linear Representation?

In Sydney Poster Session 4

Nadir Kutluozen ⋅ Christian Internò ⋅ David Klindt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Kinetic-Optimal Scheduling with Moment Correction for Metric-Induced Discrete Flow Matching in Zero-Shot Text-to-Speech

In Sydney Poster Session 4

Dong Yang ⋅ YIYI CAI ⋅ Haoyu Zhang ⋅ Yuki Saito ⋅ Hiroshi Saruwatari

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exact Channel Decoupling via Joint Diagonalization and Uniform Splicing for Diffusion Transformer Quantization

In Sydney Poster Session 4

Bingyao Yu ⋅ yijin liu ⋅ Qinkai XU ⋅ Li Li ⋅ Yuxiang Fu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Felid: A Flexible and Efficient Design for Transformer Fine-Tuning over Encrypted Data

In Sydney Poster Session 4

Linru Zhang ⋅ Jun J Sim ⋅ Xiangning Wang ⋅ Jiahao Zhong ⋅ Kaiyu Zhou ⋅ Huanyi Ye ⋅ Yongsen Zheng ⋅ Lushan Song ⋅ Xiaojian Liang ⋅ Yingting Liu ⋅ Yujing Sun ⋅ Huaxiong Wang ⋅ Pu Duan ⋅ Kwok-Yan Lam

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RAPTOR: Ridge-Adaptive Logistic Probes

In Sydney Poster Session 4

Ziqi Gao ⋅ Yaotian Zhu ⋅ Qingcheng Zeng ⋅ Xu Zhao ⋅ Ziqing Wang ⋅ Feng Ruan ⋅ Kaize Ding

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multimodal Context-Aware Human Motion Generation with Language, Vision, and Object

In Sydney Poster Session 4

Junyu Shi ⋅ Yong Sun ⋅ Zhiyuan Zhang ⋅ Lijiang LIU ⋅ Yuxin He ⋅ Zhengjie Zhang ⋅ Qiang Nie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures

In Sydney Poster Session 4

Mark Muchane ⋅ Sean M Richardson ⋅ Kiho Park ⋅ Victor Veitch

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators

In Sydney Poster Session 4

Wenshuo Wang ⋅ Fan Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Sequential Locate-Then-Edit: Optimality and Stability

In Sydney Poster Session 4

Bingqing Liu ⋅ Wei Liu ⋅ Zhiying Deng ⋅ Jun Wang ⋅ Yuhua Li ⋅ Ruixuan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GraphWrit3R: End-to-End Writing of Scene Graphs for Multi-Modal 3D Scenes

In Sydney Poster Session 4

Luka Milivojevic ⋅ Nikola Popovic ⋅ Sayan Deb Sarkar ⋅ Sebastian Koch ⋅ Iro Armeni ⋅ Luc V Gool ⋅ Danda Pani Paudel

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sparse Koopman Autoencoders Identify Local Dynamical Regimes in Multibasin Systems

In Sydney Poster Session 4

Aidan Li ⋅ Uday Kiran Reddy Tadipatri ⋅ Mahan Fathi ⋅ Sarath Chandar ⋅ Ross Goroshin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Saddle-to-Saddle Dynamics in Self-Supervised Shortcut Learning

In Sydney Poster Session 4

Juhwan Kim ⋅ yoonsoo nam ⋅ Sungyoon Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PROACT-Agent: Progressive Runtime Oversight and Active Circuit-breaking for Real-Time Safety

In Sydney Poster Session 4

Ding Jia ⋅ Wei Liu ⋅ Xianglong Du ⋅ Yingjie Li ⋅ Yingqing Yang ⋅ Huili Yu ⋅ Zhangsong Zhan ⋅ Chu Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On Nash Equilibria in Participatory Budgeting with Donations and Beyond

In Sydney Poster Session 4

GRZEGORZ LISOWSKI ⋅ Georgios Papasotiropoulos ⋅ Grzegorz Pierczyński ⋅ Krzysztof Rogowski

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exact Gaussian Moment Matching for Residual Networks: a Second-Order Method

In Sydney Poster Session 4

Simon Kuang ⋅ Xinfan Lin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OTel: Open Telco AI Datasets, Benchmarks, and Models

In Sydney Poster Session 4

Farbod Tavakkoli ⋅ Gregory Diamos ⋅ Kenneth Church ⋅ David Kanter ⋅ Mark Austin ⋅ Imtiaz Karim ⋅ Mirza M Rahman ⋅ Merouane DEBBAH ⋅ Zeinab Nezami ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ Rex Ying ⋅ Nick Sorros ⋅ Louis Powell ⋅ Nikolaos Vasiloglou ⋅ Ashish Vaswani ⋅ Somanshu Singla ⋅ Adarsh Chaluvaraju

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Position: Machine Learning Models for Reaction Transition States Deserve Better

In Sydney Poster Session 4

Atharva Tambat ⋅ Ankit Ghosh ⋅ Swastik Kumar ⋅ Raghavan B Sunoj ⋅ Abir De

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Fine-Grained Vision-Language Alignment from Discriminative Part Descriptions

In Sydney Poster Session 4

Sibo Yin ⋅ Yuxin Peng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ARES: How Reliable Are LLM User Simulators for Recommender A/B Testing?

In Sydney Poster Session 4

Hongyang Su ⋅ Beibei Kong ⋅ Lei Cheng ⋅ Chengxiang Zhuo ⋅ Zang Li ⋅ Chenyun YU

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models

In Sydney Poster Session 4

Chengqian Zhang ⋅ Yucheng Jin ⋅ Duo Zhang ⋅ Tiejun Li ⋅ Han Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DRAGON : A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams

In Sydney Poster Session 4

Anirudh Iyengar Kaniyar Narayana Iyengar ⋅ Tampu R Kumar ⋅ Gaurav Najpande ⋅ Manan Suri ⋅ Dinesh Manocha ⋅ Puneet Mathur ⋅ Vivek Gupta

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Model of Diverse Sampling from Language Models

In Sydney Poster Session 4

Manuel Prada-Corral ⋅ Yahya Emara ⋅ Timothy O'Donnell ⋅ Ryan Cotterell ⋅ Tim Vieira

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis

In Sydney Poster Session 4

Han Chen ⋅ Hanchen Wang ⋅ Hongmei Chen ⋅ Ying Zhang ⋅ Lu Qin ⋅ Wenjie Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning to Group and Order: Cross-Instance Self-Supervised RL for Vision-Centric MLLMs

In Sydney Poster Session 4

Songming Yang ⋅ Hong-Tao Yu ⋅ Xiu-Shen Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

In Sydney Poster Session 4

Sungho Park ⋅ Wonjoong Kim ⋅ Rongyuan Tan ⋅ Jue Zhang ⋅ WOOK SHIN HAN ⋅ Pengfei Gao ⋅ Chanyoung Park ⋅ Qingwei Lin ⋅ Saravan Rajmohan ⋅ Dongmei Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

NanoFold: Designing Reproducible Protein Structure Benchmarks through Principled Sampling

In Sydney Poster Session 4

Chris Hayduk ⋅ Krithik Ramesh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Do LLMs Feel Social Pressure? Locating and Steering Social Desirability Bias in LLMs

In Sydney Poster Session 4

Yi Feng ⋅ Jiaqi Wang ⋅ Wenxuan Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Q-Focus: Let the Question Guide What to See in Long Videos

In Sydney Poster Session 4

Junbo Qiao ⋅ Xinning Chai ⋅ Dong Fang ⋅ Sifa Xie ⋅ Wenxuan Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Many Benign Errors are Better than A Few Severe Ones: Evaluating Hallucination Severity

In Sydney Poster Session 4

Sanjana Ramprasad ⋅ Pranav Mani ⋅ Chenhao Tan ⋅ Byron Wallace ⋅ Elisa Ferracane

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Dormant Spiking Neuron: A State-Driven Mechanism for Efficient Spiking Neural Networks

In Sydney Poster Session 4

Ruichen Ma ⋅ Yicai Chen ⋅ Pujun Zhou ⋅ Yue Zuo ⋅ Chongyang Li ⋅ Shuang Liu ⋅ Shaogang Hu ⋅ Guanchao Qiao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TELEVAL: A Benchmark Designed for Spoken Language Models in Chinese Interactive Scenarios

In Sydney Poster Session 4

Zehan Li ⋅ Hongjie Chen ⋅ Qing Wang ⋅ Yuxin Zhang ⋅ Jing Zhou ⋅ Hang Lv ⋅ Mengjie Du ⋅ Yaodong Song ⋅ Jie Lian ⋅ Jian Kang ⋅ Jie Li ⋅ Yongxiang Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Softmax Attention: Polynomial Activations for Transformers

In Sydney Poster Session 4

Hemanth Saratchandran ⋅ Jianqiao Zheng ⋅ Yiping Ji ⋅ Wenbo Zhang ⋅ Simon Lucey

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TabClustPFN: A Prior-Fitted Network for Tabular Data Clustering

In Sydney Poster Session 4

Tianqi Zhao ⋅ Guanyang Wang ⋅ Yan Shuo Tan ⋅ Qiong Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mitigating Overgeneralization in RND via Spectral Target Design

In Sydney Poster Session 4

Minseok Jeong ⋅ Yechan Lee ⋅ Hyewon Choi ⋅ Jeongyong Yang ⋅ SooJean Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Compositional Generalization Certificates via the Van Kampen Theorem

In Sydney Poster Session 4

Karen Sargsyan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Offloading Score: Measuring AI Reliance through Counterfactual Workflows

In Sydney Poster Session 4

Vishakh Padmakumar ⋅ Lujain Ibrahim ⋅ Zora Wang ⋅ Jennifer Wang ⋅ Q.Vera Liao ⋅ Diyi Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Build-and-Find: An Effort-Aware Protocol for Evaluating Agent-Managed Codebases

In Sydney Poster Session 4

JHEN-KE LIN

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Evidence Guided Dual Expert Memory with Joint Routing for VLLMs Online Correction

In Sydney Poster Session 4

ZHANG LINTONG ⋅ Yearang Lee ⋅ Seong-Whan Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Automated Kernel Discovery Towards Understanding High-dimensional Bayesian Optimization

In Sydney Poster Session 4

Taeyoung Yun ⋅ Woocheol Shin ⋅ Inhyuck Song ⋅ Jaewoo Lee ⋅ Jinkyoo Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling

In Sydney Poster Session 4

Yifan Zhang ⋅ Yutong Dai ⋅ Viraj Prabhu ⋅ Zhiyuan Hu ⋅ Ran Xu ⋅ Zeyuan Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FELPS: Fair and Efficient Scheduling for Multi-LoRA Serving System

In Sydney Poster Session 4

Yukai Ding ⋅ Chuang Hu ⋅ Fangcheng Fu ⋅ Xinyan Li ⋅ Susie X Rao ⋅ Shanshan Feng ⋅ Hao Wang ⋅ Xiao Yan ⋅ Jiawei Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Scenario Reduction for Two-Stage Robust Optimization with Discrete Uncertainty

In Sydney Poster Session 4

TIANJUE LIN ⋅ Jianan Zhou ⋅ Jieyi Bi ⋅ Yaoxin Wu ⋅ Wen Song ⋅ Zhiguang Cao ⋅ Jie Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Toward Online Robust Zero-Sum Markov Games with Function Approximation

In Sydney Poster Session 4

Chenhao Zhou ⋅ Jiyu Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

In Sydney Poster Session 4

Hao Liang ⋅ Qihan Lin ⋅ Mingrui Chen ⋅ Hengyi Feng ⋅ ZhaoYang Han ⋅ Xiaochen Ma ⋅ Zhen H Wong ⋅ Meiyi Qiang ⋅ Linzhuang Sun ⋅ Wentao Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

NIV: Neural Axis Variations for Variable Font Generation

In Sydney Poster Session 4

Nadav Benedek ⋅ Ariel Shamir ⋅ Ohad Fried

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ClinMAS: A Knowledge-Grounded Multi-Agent Simulation Framework for Evaluating Clinical Reasoning in LLMs

In Sydney Poster Session 4

Yuqi Tang ⋅ Jing Yu ⋅ Zichang Su ⋅ Kehua Feng ⋅ Zhihui Zhu ⋅ Libin Wang ⋅ Lei Liang ⋅ Qiang Zhang ⋅ Keyan Ding ⋅ Huajun Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision

In Sydney Poster Session 4

Ziyang Zhang ⋅ Shenyi Li ⋅ Yilin wang ⋅ Ziyun Cui ⋅ Bowen Zhou ⋅ Wen Wu ⋅ Chao Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reflective Prompted Policy Optimization: Trajectory-Grounded Revision and Salience Bias

In Sydney Poster Session 4

Rahaf Abu Hara ⋅ Vaibbhav Murarri ⋅ Claudio Zito

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MEME: Multi-Entity & Evolving Memory Evaluation

In Sydney Poster Session 4

Seokwon Jung ⋅ Alexander Rubinstein ⋅ Arnas Uselis ⋅ Sangdoo Yun ⋅ Seong Joon Oh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CRISP: Compositional Reasoning over Images via Stackable Programs for VLMs

In Sydney Poster Session 4

Arnas Uselis ⋅ Yujin Jeong ⋅ Yanpeng Zhao ⋅ Alexander Rubinstein ⋅ Seong Joon Oh ⋅ Yonatan Bitton ⋅ Paul Gavrikov

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Decoupled PEFT: Geometry-Aware Low-Rank Adaptation via Riemannian Reparameterization

In Sydney Poster Session 4

Yuanyang Cao ⋅ Xichun Liu ⋅ Haitao Jiang ⋅ Jianji Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GUITAR: Structured Failure Diagnosis of GUI Agents via State Transitions

In Sydney Poster Session 4

Shaoqing Zhang ⋅ Kehai Chen ⋅ Xuefeng Bai ⋅ Zhuosheng Zhang ⋅ Pengfei Zhang ⋅ Yang Xiang ⋅ Min zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Compressing Collections of Trees with Decision Equivalence

In Sydney Poster Session 4

Hayden McTavish ⋅ Jon Donnelly ⋅ Margo Seltzer ⋅ Cynthia Rudin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Error-Guided Bellman Calibration for Semi-Offline Value Estimation

In Sydney Poster Session 4

Tetsuro Morimura

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Progressive Memory Transformer: Memory-Aware Attention for Time-Series

In Sydney Poster Session 4

Tord S Stangeland ⋅ Andreas Köhler ⋅ Steffen Maeland ⋅ Adín Ramírez Rivera

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Large Language Model Selection with Limited Annotations

In Sydney Poster Session 4

Yavuz Durmazkeser ⋅ Patrik Okanovic ⋅ Andreas Kirsch ⋅ Torsten Hoefler ⋅ Nezihe Merve Gürel

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems

In Sydney Poster Session 4

Yunhua Pei ⋅ Zerui Ge ⋅ Jin Zheng ⋅ John Cartlidge

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DetectViT: Test-time Backdoor Detection for Vision Transformers via Inter-Head Attention Discrepancy

In Sydney Poster Session 4

Siquan Huang ⋅ Yijiang Li ⋅ Xingfu Yan ⋅ Ningzhi Gao ⋅ Leyu Shi ⋅ Ying Gao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions

In Sydney Poster Session 4

Kang Liu ⋅ Jianchen Hu ⋅ Wei Peng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning to Recommend in Unknown Games

In Sydney Poster Session 4

Arwa Alanqary ⋅ Zakaria Baba ⋅ Manxi Wu ⋅ Alexandre Bayen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BELLS-O: Evaluating the Operational Trade-offs of LLM Supervision Systems

In Sydney Poster Session 4

Leonhard Waibl ⋅ Felix Michalak ⋅ Hadrien Mariaccia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Interpretable Multiway-Split Trees

In Sydney Poster Session 4

Bo Chi ⋅ Yulin Zhang ⋅ Chudi Zhong ⋅ Cynthia Rudin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reconstruction or Semantics? What Makes a Latent Space Useful for Robotic World Models

In Sydney Poster Session 4

Nilaksh ⋅ Saurav Jha ⋅ Artem Zholus ⋅ Sarath Chandar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Empirical Bayes Rebiasing

In Sydney Poster Session 4

Wanyi Ling ⋅ Sida Li ⋅ Junming Guan ⋅ Nikolaos Ignatiadis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SynGeo: Synergizing Seeing and Proving through Revisable Geometric States

In Sydney Poster Session 4

Tianyi Xu ⋅ Liu Yang ⋅ Wenjun GAO ⋅ Junyu Ou ⋅ Zhe Zhao ⋅ HaiBin Wen ⋅ Maolin Wang ⋅ Ye Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting

In Sydney Poster Session 4

Yiyun Zhu ⋅ Yidong Jiang ⋅ Ziwen Xu ⋅ Yinsheng Yao ⋅ Dawei Cheng ⋅ Jinru Ding ⋅ JIE XU

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Tactile MNIST: Benchmarking Active Tactile Perception

In Sydney Poster Session 4

Tim Schneider ⋅ Guillaume Duret ⋅ Cristiana de Farias ⋅ Roberto Calandra ⋅ Liming Chen ⋅ Jan Peters

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Gets Measured Gets Managed: Sign-aware Recommendation Needs Sign-aware Evaluation

In Sydney Poster Session 4

Minchan Kim ⋅ Jungmin Hwang ⋅ Hyunwoo Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MobTA: Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic

In Sydney Poster Session 4

SHUAI LIU ⋅ Ning Cao ⋅ Yue Jiang ⋅ Gao Cong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rectified Policy Rollouts with Hierarchical Expert Guidance for Neural Combinatorial Optimization

In Sydney Poster Session 4

Wenzheng Pan ⋅ Nuoyan Chen ⋅ Jiaxi Liu ⋅ Jiale Ma ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Curvature-Dependent Lower Bounds for Riemannian Online Convex Optimization

In Sydney Poster Session 4

Hibiki Fukushima ⋅ Shinji Ito

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Orthogonal Updates for the Win: Towards Accelerated Adaptive Minimax Optimization

In Sydney Poster Session 4

Zhiwei Zhai ⋅ Xinyu Wang ⋅ Wenjing Yan ⋅ Lei Ding ⋅ Ying-Jun Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dual-Space Preconditioning for Variational Inequalities and Root-Finding Problems

In Sydney Poster Session 4

Jan Quan ⋅ Konstantinos Oikonomidis ⋅ Alexander Bodard ⋅ Panagiotis Patrinos

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EvoDiagram: Agentic Editable Diagram Creation via Design Expertise Evolution

In Sydney Poster Session 4

Tianfu Wang ⋅ Leilei Ding ⋅ Ziyang Tao ⋅ Yi Zhan ⋅ zhiyuan ⋅ Wei Wu ⋅ Yuxuan Lei ⋅ Junyang Wang ⋅ Yizhao Xu ⋅ Yin WU ⋅ Zhengyu Hu ⋅ Hongyuan Zhu ⋅ Nicholas Jing Yuan ⋅ Yanyong Zhang ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Machine Unlearning in Diffusion LLMs

In Sydney Poster Session 4

Yili Wang ⋅ Yijie Xu ⋅ Lu Dai ⋅ Tairan Huang ⋅ Qianyi Cai ⋅ Huizai Yao ⋅ Tianfu Wang ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Online Localized Conformal Prediction

In Sydney Poster Session 4

Yuheng Lai ⋅ Garvesh Raskutti

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PepSpecBench: A Unified Evaluation Benchmark for Peptide Tandem Mass Spectrometry Prediction

In Sydney Poster Session 4

Zhiwen Yang ⋅ Pan Liu ⋅ yifan Li ⋅ Yunhua Zhong ⋅ Jun Xia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Batched Hartigan's $k$-Means Clustering

In Sydney Poster Session 4

Edward Raff ⋅ Michael Slawinski

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Heteroscedastic Variational Last Layers

In Sydney Poster Session 4

James Harrison ⋅ John Willes ⋅ Mikkel Jordahn ⋅ Paul Brunzema ⋅ Jasper Snoek

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OneCanvas: 3D Scene Understanding via Panoramic Reprojection

In Sydney Poster Session 4

Bartłomiej Baranowski ⋅ Dave Chen ⋅ Matthias Niessner

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Optimize Once, Execute Fast: Latency-Aware Multi-Agent Workflow Learning for Recurrent Queries

In Sydney Poster Session 4

Enpei Zhang ⋅ Feiyu Qu ⋅ Zheng Huang ⋅ Dawei Zhou ⋅ Elynn Chen ⋅ Yujun Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Retained-Signal Interface for LLM Watermark Robustness under Paraphrase

In Sydney Poster Session 4

Chen Wang ⋅ Yinxuan Huang ⋅ Yexin Cui cui ⋅ Maoqing Zhong ⋅ LaiLong Luo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VocalGrad: Evaluating Acoustic Perception in Audio Language Models

In Sydney Poster Session 4

Koki Ryu ⋅ Hitomi Yanaka

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis

In Sydney Poster Session 4

Rishav Pramanik ⋅ Ian Nielsen ⋅ Jeffrey Smith ⋅ Saurav Pandit ⋅ Ravi P Ramachandran ⋅ Zhaozheng Yin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SKIM: Pruning Large Language Model Agents via Selective Knowledge Informed Masking

In Sydney Poster Session 4

Moonseok Choi ⋅ Giung Nam ⋅ Jongwon Jeong ⋅ Minki Kang ⋅ Juho Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

One-Layer Transformers Provably Learn In-Context K-Nearest Neighbor Prediction with Chain-of-Thought

In Sydney Poster Session 4

Lyumin Wu ⋅ Yuan Cao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Offline Constrained Reinforcement Learning under Partial Data Coverage

In Sydney Poster Session 4

Seokmin Ko ⋅ Ambuj Tewari ⋅ Kihyuk Hong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Neural Circuit Architectural Priors for Rat Locomotion

In Sydney Poster Session 4

Nikhil Bhattasali ⋅ Jaron Cui ⋅ Lerrel Pinto ⋅ Grace Lindsay

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EnerGNN: Learning Optimization-Compatible Energy Functions for Exact Constrained Combinatorial Inference

In Sydney Poster Session 4

Niki Triantafyllou ⋅ Maria Papathanasiou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Visual Speech Representations via Cross-Modal Distillation and Joint Face-Lip Modeling

In Sydney Poster Session 4

Jingxuan Zhang ⋅ Genshun Wan ⋅ Jia Pan ⋅ Jianqing Gao ⋅ Yumei Zhang ⋅ Lichen Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bandits via Additive Quantized Representations

In Sydney Poster Session 4

Ami Tavory ⋅ Noam Touitou ⋅ Tal Sarig ⋅ Frank Cheng ⋅ Ido Guy

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RADAR: Relative Angular Divergence Across Representations

In Sydney Poster Session 4

Xavier Cadet ⋅ Mateusz Nowak ⋅ Peter Chin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How Do Language Models Compose Functions?

In Sydney Poster Session 4

Apoorv Khandelwal ⋅ Ellie Pavlick

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DELTAVID: Enhancing Fine-Grained Spatiotemporal Perception with Cross-Video Differences

In Sydney Poster Session 4

Yankai Yang ⋅ Yancheng Long ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Shuo Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CacheMAS: Cache Communication for Single-Pass, Jointly-Optimized Multi-Agent Systems

In Sydney Poster Session 4

Chao Ouyang ⋅ Yuyang Bai ⋅ Jun Zhang ⋅ Tianlu Gao ⋅ YuxinDai ⋅ xu peidong ⋅ David W Gao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Jointly Robust Fairness: Overcoming Simultaneous Label and Attribute Noise

In Sydney Poster Session 4

Gaurav Jain

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Transformer FFNs Never See: Theory, Diagnosis, and Lightweight Remediation

In Sydney Poster Session 4

Tinghe Zhang ⋅ Yucheng Xiao ⋅ Alex Lamb

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Breaking the Group Size Barrier: Parameter-Efficient Group Dance Generation with Chain-of-Dancers

In Sydney Poster Session 4

Jing Xu ⋅ Cunjian Chen ⋅ Qiuhong Ke

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

IRCasDiff: Two-Stage Cascaded Diffusion for Compound Infrared Face Reconstruction

In Sydney Poster Session 4

Zhiyuan Xia ⋅ Haojie Li ⋅ Yiguo Qiao ⋅ Cunjian Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reasoning-based Spatial Prior (RSP): Learning Spatial Priors from Multimodal LLMs for Object Detection

In Sydney Poster Session 4

Cagri Gungor ⋅ Qingshuang Chen ⋅ Hongda Mao ⋅ Chi Zhang ⋅ Yelin Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Horizon Adaptive Offline Policy Learning via Value Stitching

In Sydney Poster Session 4

Kexin ZHENG ⋅ Xianyuan Zhan ⋅ Xintao Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Reveals Invisible Structure in Low-Rank RNNs

In Sydney Poster Session 4

Yoav Ger ⋅ Omri Barak

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Survival Models with Right-Censored Reporting Delays

In Sydney Poster Session 4

Yuta Shikuri ⋅ Hironori Fujisawa

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FeatCal: Feature Calibration for Post-Merging Models

In Sydney Poster Session 4

Yanggan Gu ⋅ Shuo CAI ⋅ Zihao Wang ⋅ Wenjun Wang ⋅ Yuanyi Wang ⋅ Pengkai Wang ⋅ Sirui Huang ⋅ Su Lu ⋅ Jianmin Wu ⋅ Hongxia Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Drag as Evidence: Motion-Grounded Latent Recomposition for Drag-Based Editing

In Sydney Poster Session 4

Xinyu Pu ⋅ Hongsong Wang ⋅ Jie Gui ⋅ Pan Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Medical VLMs Stop Understanding: MedTEC-Bench for Probing Semantic Specificity

In Sydney Poster Session 4

Ahsan H Akash ⋅ Alina Devkota ⋅ Donald A Adjeroh ⋅ Binod Bhattarai ⋅ Prashnna K Gyawali

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AdKnob: Ad Intensity Control and Labeling for LLM-Native Advertising

In Sydney Poster Session 4

Woo Jae Kim ⋅ Seongho Keum ⋅ Joonsung Jeon ⋅ Suhyeon Ha ⋅ Sooel Son ⋅ Sung-eui Yoon

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ProteinOPD: Towards Effective and Efficient Preference Alignment for Protein Design

In Sydney Poster Session 4

Yulin Zhang ⋅ He CAO ⋅ Zihao Jiang ⋅ Chenyi Zi ⋅ Zhipeng Zhou ⋅ Zijing Liu ⋅ Yu Li ⋅ Jia Li ⋅ Ziqi Gao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

IdealCache: Rethinking Cache Scheduling in Diffusion Transformers via Ideal Trajectories

In Sydney Poster Session 4

shang xue ⋅ Li Zhu ⋅ Ping Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FISC: Time-Series Forecasting via First-Layer Statistical Calibration Constraints

In Sydney Poster Session 4

Hua Wang ⋅ Xiyuan Zhang ⋅ Fan Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DARTS: Targeting Prognostic Covariates in Budget-Constrained Sequential Experiments

In Sydney Poster Session 4

Kateryna Husar ⋅ Alexander Volfovsky

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AirIAD: Agentic Iterative Reasoning for Industrial Anomaly Detection

In Sydney Poster Session 4

Huan Yu ⋅ TIECHENG ZHANG ⋅ Jin Wang ⋅ Jingru Yang ⋅ Kaixiang Huang ⋅ Zhongyang Sun ⋅ Guodong Lu ⋅ Shengfeng He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ZetaEvolve: Learning to Search through History-Conditioned Potential Value

In Sydney Poster Session 4

Jiyang Shen ⋅ Xiaojing Zhang ⋅ Bochen Lyu ⋅ Zhanxing Zhu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Neural Proposals, Symbolic Guarantees: Neuro-Symbolic Graph Generative Modeling

In Sydney Poster Session 4

Chuqin Geng ⋅ Li Zhang ⋅ Mark Zhang ⋅ Zhaoyue(Rebecca) Wang ⋅ Haolin Ye ⋅ Xujie Si

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Logit-Conditioned Diffusion Decoding for Frozen Discrete-Token VLMs

In Sydney Poster Session 4

Ji Woo Hong ⋅ Hee Suk Yoon ⋅ Gwanhyeong Koo ⋅ Eunseop Yoon ⋅ SooHwan Eom ⋅ Qi Dai ⋅ Chong Luo ⋅ Chang Yoo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering

In Sydney Poster Session 4

Yuan Sui ⋅ Yulin Chen ⋅ Yibo Li ⋅ Xue Jiang ⋅ Yufei He ⋅ Yihong Dong ⋅ Xiaoxin He ⋅ Tianyu Gao ⋅ Bryan Hooi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Read, Parse, Describe: Unified Document Parsing with Visual Element Description Generation

In Sydney Poster Session 4

Yuheng Chen ⋅ Yufan Chen ⋅ Zhuojun Cai ⋅ Ruiping Liu ⋅ Junwei Zheng ⋅ Jiale Wei ⋅ Di Wen ⋅ Weijia Fan ⋅ Kunyu Peng ⋅ Jiaming Zhang ⋅ Rainer Stiefelhagen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BridgeTwist: Twisting Schrödinger Bridges for Training-Free Conditional Sampling

In Sydney Poster Session 4

Mengyu Li ⋅ Qianqian Qu ⋅ Jun Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Don't Lose Focus: Activation Steering via Key-Orthogonal Projections

In Sydney Poster Session 4

Haoyan Luo ⋅ Mateo Espinosa Zarlenga ⋅ Mateja Jamnik

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MAPLE: Latent Multi-Agent Play for End-to-End Autonomous Driving

In Sydney Poster Session 4

Rajeev Yasarla ⋅ Deepti Hegde ⋅ Hsin-Pai Cheng ⋅ Shizhong Han ⋅ Yunxiao Shi ⋅ MeysamSadeghi ⋅ Hanno Ackermann ⋅ Litian Liu ⋅ Pranav Desai ⋅ Fatih Porikli ⋅ Mohammad Ghavamzadeh ⋅ Herbert Cai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AI Control for Sandbagging on Fuzzy Tasks

In Sydney Poster Session 4

Mikhail Terekhov ⋅ Caglar Gulcehre ⋅ Vivek Hebbar ⋅ Joe Benton

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Not Too Generative, Not Too Discriminative: The Human Alignment Sweet Spot

In Sydney Poster Session 4

Jorge Chang Ortega ⋅ Bastien Le Lan ⋅ Thomas Serre ⋅ Victor Boutin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cross-Model KV Cache Transfer in LLM Families: A Closed-Form Linear Mapping for Prefill Reuse

In Sydney Poster Session 4

Taekyung Heo ⋅ Rasoul Shafipour ⋅ Ritchie Zhao ⋅ Maximilian Golub ⋅ Mohammad Mahdi Kamani ⋅ Ritika Borkar ⋅ Makesh T Chandran ⋅ Pantea Zardoshti ⋅ Bita Darvish Rouhani

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Adaptive Joint Testing of Policies in Discounted Markov Decision Processes

In Sydney Poster Session 4

Po-An Wang ⋅ Kaito Ariu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Coverage-Verified Sparse Attention: Closed-Loop Quality Control for Long-Context LLM Decoding

In Sydney Poster Session 4

Yan-Cheng Li ⋅ Chun-Yi Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Darwin-7B: A Multi-Omic Foundation Model for the Human Gut Microbiome via Sparsified Quality-Aware Tokenization

In Sydney Poster Session 4

Arvid Ernst Gollwitzer ⋅ David de Gruijl

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VersaCamVLA: Camera-Configurable VLA Policies for Robotic Manipulation

In Sydney Poster Session 4

Boyao Han ⋅ Chen Shi ⋅ Jingjing Qian ⋅ Zhuotao Tian ⋅ Li Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Video-Mirai: Autoregressive Video Diffusion Models Need Foresight

In Sydney Poster Session 4

Yonghao Yu ⋅ Lang Huang ⋅ Runyi Li ⋅ Zerun Wang ⋅ Toshihiko Yamasaki

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bet Imaginatively, not Historically in Independent-Data Sequential Testing

In Sydney Poster Session 4

Nathaniel Xu ⋅ Feng Liu ⋅ Danica J. Sutherland

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Differentiable Belief-based Opponent Shaping

In Sydney Poster Session 4

Aarav G Sane ⋅ Karthik Sivachandran ⋅ Rohan Paleja

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Safe Evolution with Circuit Anchors

In Sydney Poster Session 4

Yan Liu ⋅ Jie Fu ⋅ Tsung-Yi Ho

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Online Control with Multiple Sensors

In Sydney Poster Session 4

Matthew Faw ⋅ Siva Theja Maguluri

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics Shift

In Sydney Poster Session 4

Surbhi Goel ⋅ Jonathan Pei ⋅ James Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Conditional Conformal Prediction via Branched Normalizing Flow

In Sydney Poster Session 4

Rui Xu ⋅ Xingyuan Chen ⋅ Wenxing Huang ⋅ Minxuan Huang ⋅ Weiyan Chen ⋅ Sihong Xie ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TimeTok: Granularity-Controllable Time-Series Generation via Hierarchical Tokenization

In Sydney Poster Session 4

Seokhyun Lee ⋅ Jaeho Kim ⋅ Changjun Oh ⋅ Mihaela van der Schaar ⋅ Changhee Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Extrapolative Weight Averaging Reveals Correctness–Efficiency Frontiers in Code RL

In Sydney Poster Session 4

Kunhao Zheng ⋅ Juliette Decugis ⋅ Pierre Chambon ⋅ Jonas Gehring ⋅ Taco Cohen ⋅ Benjamin Negrevergne ⋅ Gabriel Synnaeve

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Why DiT Models Underperform as Representation Learners without Long Skip Connections

In Sydney Poster Session 4

Benyuan Meng ⋅ Yiliang Zhang ⋅ Jin-Wen Wu ⋅ Qianqian Xu ⋅ Qingming Huang ⋅ Longtao Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Global Context Guidance for Diffusion Large Language Models

In Sydney Poster Session 4

Jeimin Jeon ⋅ Bumsub Ham

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Temporal Prototype Alignment for Frozen-Feature Dataset Distillation

In Sydney Poster Session 4

Rui Ding ⋅ Jing Hu ⋅ Mei Chen ⋅ Xi Wu ⋅ Hualin zhou ⋅ Fan Wu ⋅ Kehua Guo ⋅ Tao Gu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting

In Sydney Poster Session 4

Minghao Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

REACT: Physically and Chemically Consistent Reconstruction of Marine Active Tracers

In Sydney Poster Session 4

Wenbin Dai ⋅ Hao Zheng ⋅ Shiyu Liang ⋅ Chaofan Sun ⋅ Xueying Zhang ⋅ HanBo Huang ⋅ Xuan Gong ⋅ Yiran Zhang ⋅ Enhui Liao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching

In Sydney Poster Session 4

Shuoheng Zhang ⋅ Yifu Yuan ⋅ Hongyao Tang ⋅ YAN ZHENG ⋅ Qiaojun Yu ⋅ Pengyi Li ⋅ Guowei Huang ⋅ Helong Huang ⋅ Xingyue Quan ⋅ Jianye Hao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mind the Parameters: Lightweight and Efficient Brain Visual Decoding with Shared Tensor Cores

In Sydney Poster Session 4

Haodong Jing ⋅ Panqi Yang ⋅ Rongchao Zhang ⋅ Junhao Jia ⋅ Hoi Leong Lee ⋅ Zhipeng Liu ⋅ Yongqiang Ma ⋅ Nanning Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DSSA: Dynamic Sparse Semantic Anchoring for Purifying Protective Perturbations against Diffusion Models

In Sydney Poster Session 4

Weiwei Tan ⋅ Rui Wang ⋅ Lihua Jing ⋅ Yanjun Zhang ⋅ Runbo Li ⋅ Zhishen Wang ⋅ Leo Yu Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Does Cross-Panel Pretraining Transfer Under Marker Heterogeneity? A Large-Scale Empirical Study in Clinical Flow Cytometry

In Sydney Poster Session 4

Zixin Zhuang ⋅ Benjamin Mashford ⋅ Dan Andrews

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OmniMemBench: Towards Scalable Evaluation of Long-Term Omni-Modal Agent Memory

In Sydney Poster Session 4

Junhan Shi ⋅ Qiyi Wang ⋅ Xiongwei Wu ⋅ Ming Ma ⋅ Baoqi Pei ⋅ Zhenning Shi ⋅ Yong Jiang ⋅ Qing Li ⋅ Weigao Sun ⋅ Yiran Zhong ⋅ Steven Hoi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Phantom Transfer: Data Poisoning can Survive Data-Level Defences

In Sydney Poster Session 4

Andrew Draganov ⋅ Tolga Hasan Dur ⋅ Anandmayi Bhongade ⋅ Mary Phuong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Closed-Form Implicit Neural Representations

In Sydney Poster Session 4

Woojin Cho ⋅ Junghwan Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

S$^2$-RL: Sample-Set Dual Reinforcement Learning for Generative Semantic Segmentation Dataset Distillation

In Sydney Poster Session 4

Haoyu Wang ⋅ Fei Zhou ⋅ Qingqing Qiu ⋅ Lei Zhang ⋅ Wei Wei ⋅ Chen Ding

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TIC-GRPO: Provable and Efficient Optimization for Reinforcement Learning from Human Feedback

In Sydney Poster Session 4

Lei pang ⋅ Jun Luo ⋅ ruinan Jin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Top-$k$ Identification with Correlated Biased LLM Judges via Anchor Leverage

In Sydney Poster Session 4

Sixiong Xie ⋅ Zhuofan Shi ⋅ Haiyang SHEN ⋅ Yun Ma ⋅ Xiang Jing

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis

In Sydney Poster Session 4

Haiyang SHEN ⋅ Taian Guo ⋅ Xuanzhong Chen ⋅ Mugeng Liu ⋅ Sixiong Xie ⋅ Zhuofan Shi ⋅ Chongyang Pan ⋅ Siqi Zhong ⋅ Guoqing Wang ⋅ Ming Zhang ⋅ Yun Ma

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HierRR: Enhancing Instruction Alignment in Open-Vocabulary Indoor Scene Synthesis via Agentic Hierarchical Reasoning and Reflection

In Sydney Poster Session 4

Weilin Sun ⋅ Lei Meng ⋅ Lihui Zhang ⋅ Manyi Li ⋅ Xiangxu Meng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Private Online Prediction from Experts with Small Losses

In Sydney Poster Session 4

Bo Li ⋅ Peng Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Neural Operator-based Curriculum Learning for Physics-Informed Neural Networks

In Sydney Poster Session 4

Lingshi MENG ⋅ Haosen Shi ⋅ Sinno Pan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Constrained Goal-directed Planar Graph Generation with Grammar-based Reinforcement Learning

In Sydney Poster Session 4

Nicolas Hochuli ⋅ Lorenzo Miele ⋅ Kristina Shea ⋅ Tino Stankovic

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

First-Order Trajectory Matching: Fast Ensemble Predictions of Chaotic, Turbulent, Stochastic Systems

In Sydney Poster Session 4

Shreya Jha ⋅ Timo Schorlepp ⋅ Nicholas Geissler ⋅ Jules Berman ⋅ Benjamin Peherstorfer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HomeFlow: A Data Flywheel for Smart Home Agent Training with Verifiable Simulation

In Sydney Poster Session 4

Yi Gu ⋅ Huacan Wang ⋅ Shuo Zhang ⋅ Yuqing Hou ⋅ Xuelei ⋅ weipeng.ming ⋅ Chen Liu ⋅ Fangzhou Yu ⋅ Kuan Li ⋅ Ronghao Chen ⋅ Sen Hu ⋅ Mou X Feng ⋅ Yi Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AudioCALM: Continuous Autoregressive Language Modeling for Universal Audio Generation

In Sydney Poster Session 4

Huadai Liu ⋅ Kaicheng Luo ⋅ Wen Wang ⋅ Qian Chen ⋅ Bin Ma ⋅ Xiangang Li ⋅ Wei Xue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Subspace-Guided Continual Learning: Hessian Based Stable–Plastic Decomposition for Exemplar-Free Class-Incremental Learning

In Sydney Poster Session 4

Qi Zhu ⋅ Ziang Gan ⋅ Wanting Zhang ⋅ Libao Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BioMicroAgents: A Co-evolutionary Multi-Agent Framework for High-Fidelity Biomicroscopy Imaging

In Sydney Poster Session 4

Yongwei Jiang ⋅ Peilin Li ⋅ anfu deng ⋅ Xiaoyu Chen ⋅ Jun Yin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Spectral Degeneration of Softmax Attention under Isotropic Score Geometry

In Sydney Poster Session 4

Mengda Li ⋅ Jianfeng Yao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AVIS: Adaptive Test-Time Scaling for Vision–Language Models

In Sydney Poster Session 4

Ahmadreza Jeddi ⋅ Minh Le ⋅ Amirhossein Kazerouni ⋅ Hakki Karaimer ⋅ Hue Nguyen ⋅ Iqbal Mohomed ⋅ Michael Brudno ⋅ Alex Levinshtein ⋅ Kosta Derpanis ⋅ Babak Taati ⋅ Radek Grzeszczuk

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Spherical Flows for Sampling Categorical Data

In Sydney Poster Session 4

Jannis Chemseddine ⋅ Gregor Kornhardt ⋅ Gabriele Steidl

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CODA: Cohort- and Drift-aware Foundation Model for Multimodal Clinical Reasoning

In Sydney Poster Session 4

Changshuo Liu ⋅ Jiaqi Zhu ⋅ Wenqiao Zhang ⋅ Xiaokui Xiao ⋅ Beng Chin Ooi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bridging the Gap: Position-Independent Cache Reuse for Hybrid SSM-Attention Architectures

In Sydney Poster Session 4

Weikang Wang ⋅ Xin Zhou ⋅ Haiyang Liu ⋅ Lei Wang ⋅ Jun Liu ⋅ Weifeng Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Defining Operational Conditions for Safety-Critical AI-Based Systems from Data

In Sydney Poster Session 4

Johann M Christensen ⋅ Elena Hoemann ⋅ Frank Köster ⋅ Sven Hallerbach

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient algorithms for linear regression with heteroskedastic errors

In Sydney Poster Session 4

Sergei Vassilvitskii ⋅ Silvio Lattanzi ⋅ Aditya Bhaskara ⋅ Siddhant Chaudhary

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution

In Sydney Poster Session 4

Siyonng Jian ⋅ Siyuan Li ⋅ Luyuan Zhang ⋅ Zedong WANG ⋅ Xin Jin ⋅ Ying Li ⋅ Cheng Tan ⋅ Huan Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

One Unified Representation: Resolving the Appearance-Semantics Dilemma via Structural Regularization

In Sydney Poster Session 4

RUIQI YANG ⋅ Fei Zhou ⋅ Yi Zhang ⋅ Liang Li ⋅ Xiangyu Yue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Infrared Small Target Detection: A Foundation Driven Efficient Paradigm

In Sydney Poster Session 4

Chuang Yu ⋅ Jinmiao Zhao ⋅ Yunpeng Liu ⋅ Yaokun Li ⋅ Xiujun Shu ⋅ Yuanhao Feng ⋅ Bo Wang ⋅ Xiangyu Yue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On the Complexity of Discounted Robust MDPs with $L_p$ Uncertainty Sets

In Sydney Poster Session 4

Ali Asadi ⋅ Krishnendu Chatterjee ⋅ Alipasha Montaseri ⋅ Ali Shafiee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BayesJudge: Uncertainty-Aware Bayesian Meta-Evaluation of Human and LLM Judgments

In Sydney Poster Session 4

Jiahao Zhang ⋅ Pengbin Feng ⋅ Chunlei Meng ⋅ Hang He ⋅ Tianyong Hao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sparsely Supervised Diffusion

In Sydney Poster Session 4

Wenshuai Zhao ⋅ Zhiyuan Li ⋅ Yi Zhao ⋅ Mohammad Vali ⋅ Martin Trapp ⋅ Joni Pajarinen ⋅ Juho Kannala ⋅ Arno Solin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Benchmark for Omni-Modal Reasoning in Long Videos

In Sydney Poster Session 4

Mohammed Irfan Kurpath ⋅ Jaseel M Kaithakkodan ⋅ Jinxing Zhou ⋅ Sahal Shaji Mullappilly ⋅ Mohammad Almansoori ⋅ Noor Ahsan ⋅ Beknur Kalmakhanbet ⋅ sambal shikhar ⋅ Rishabh Lalla ⋅ Jean Lahoud ⋅ Mariette Awad ⋅ Fahad Shahbaz Khan ⋅ Salman Khan ⋅ Rao Anwer ⋅ Hisham Cholakkal

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Scattered by Design: Why Per-Output Pruning Resists Structured Compression

In Sydney Poster Session 4

Victor Omolaoye ⋅ Gerard de Melo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Rate Transfer for Hybrid Transformer-SSM Architectures

In Sydney Poster Session 4

Jimin Seo ⋅ Gyubok Lee ⋅ Yeonsik Jo ⋅ Kiwoong Yoo ⋅ Yeongoon Kim ⋅ Minhae Oh ⋅ Jin W Koo ⋅ Suhwan Kim ⋅ Nakyung Lee ⋅ Minsik Seol ⋅ Idris Nechnech ⋅ Jaehyeon Kim ⋅ LeeGiho ⋅ Jungwoo Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Eigenfunctions: Divergence Principal Functions for Representation Learning

In Sydney Poster Session 4

Ritabrata Ray ⋅ Sahil Dharod ⋅ Burak Varıcı ⋅ Nicholas Boffi ⋅ Pradeep Ravikumar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Compositional Training-Free Diffusion Planning for Long-Horizon Multiple Reach-Avoid Tasks

In Sydney Poster Session 4

Yu Chen ⋅ Ruijia Liu ⋅ Xiao Yu ⋅ Xiang Yin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HALO-VGGT: Heterogeneity-Aware Lightweight Online Compression Allocator for Efficient VGGT

In Sydney Poster Session 4

Xueling Wang ⋅ Yiwen Wang ⋅ Siqi Cai ⋅ Chen Zhang ⋅ guanghui He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CrossID: Cross-Supervised Spatio-Temporal Gated Fusion for Personalized Portrait Generation

In Sydney Poster Session 4

Dongxu Yue ⋅ Qixin Yan ⋅ Shiao Yang ⋅ Xiaoqiang Zhou ⋅ Hao Liu ⋅ Zhihai He ⋅ Chun Yuan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Counterfactual Explanations for Time-Series Classification via Constrained Flow Matching

In Sydney Poster Session 4

Akihiro Yamaguchi ⋅ Shizuo Kaji ⋅ Kaname Matsue ⋅ Ryusei Shingaki

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Algorithm for Contextual Queueing Bandits with Rate-Optimal Queue Length Regret

In Sydney Poster Session 4

Seoungbin Bae ⋅ Dabeen Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs

In Sydney Poster Session 4

Benjamin Walker ⋅ Alexandre Bloch ⋅ Lingyi Yang ⋅ Sam Morley ⋅ Terry Lyons

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Progressive Layer-wise Supervision: Deep-to-Shallow Supervision Annealing for Efficient and Robust Speech Deepfake Detection

In Sydney Poster Session 4

Hoan My Tran ⋅ Xin Wang ⋅ Xuechen Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Safe Active Learning with Future Viability Guarantees in Time-Series Models

In Sydney Poster Session 4

Hyeonjun Park ⋅ Whiyoung Jung ⋅ Deunsol Yoon ⋅ Sunghoon Hong ⋅ Kanghoon Lee ⋅ Kyungjae Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

One Language-Free Foundation Model Is Enough for Universal Vision Anomaly Detection

In Sydney Poster Session 4

Bin-Bin Gao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sequence-to-Sequence Modeling with Camera-Induced Priors for Multi-View Stereo

In Sydney Poster Session 4

Aoxiang Fan ⋅ Corentin Dumery ⋅ Nicolas Talabot ⋅ Pascal Fua

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

In Sydney Poster Session 4

Jingwei Sun ⋅ Jianing Zhu ⋅ Jiangchao Yao ⋅ Tongliang Liu ⋅ Bo Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Value-Priced Uncertainty: A Family of PPO-Compatible Exploration Bonuses

In Sydney Poster Session 4

qili shen ⋅ Xuanhong Chen ⋅ Ang He ⋅ Dake Zhang ⋅ Kairui Feng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Why Learning Rediscovers the Closed-Form Diagonal Regularizer

In Sydney Poster Session 4

Jeahn Han ⋅ Pyojin Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding

In Sydney Poster Session 4

He Haichen ⋅ Jiayi Zhou ⋅ Sifeng SHANG ⋅ Yihan Hu ⋅ Yuanhan Zhang ⋅ Kaiyang Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition

In Sydney Poster Session 4

Jiajun Zheng ⋅ Ziwei Shi ⋅ Yu Zang ⋅ Chenlu Lin ⋅ Youbiao Wang ⋅ Wenjing Xu ⋅ Cheng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Trust Region Approach for Learning Schrödinger Bridges

In Sydney Poster Session 4

Takeshi Koshizuka ⋅ Denis Blessing ⋅ Max Zimmer ⋅ Sebastian Pokutta ⋅ Lorenz Richter

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Verifying Agents in Rubric-Graded Environments

In Sydney Poster Session 4

Markus Dücker ⋅ Vaibhav Kumar ⋅ Yi Liu ⋅ Ronak Chaudhary ⋅ Andreas Plesner ⋅ Francisco Guzmán ⋅ Anish Athalye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reasoning Under 1 Billion: Memory-Augmented Reinforcement Learning for Large Language Models

In Sydney Poster Session 4

Thai Hung Le ⋅ Van Dai Do ⋅ Dung Nguyen ⋅ Svetha Venkatesh

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ReFPO: Reflow Regularization for Flow Matching Policy Gradients

In Sydney Poster Session 4

Ge Wang ⋅ Yibo Peng ⋅ Fan Feng ⋅ Shenhao Yan ⋅ Chengsi Yao ⋅ Jiahao Yang ⋅ Honghao Cai ⋅ Yiming Zhao ⋅ Xi Li ⋅ Jinke Ren ⋅ Shuguang Cui ⋅ Yatong Han ⋅ Zhen Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Improving Continual Video Instance Segmentation via Spatial-Temporal Balanced Mixture-of-Experts Adapters

In Sydney Poster Session 4

Hao Fu ⋅ Sihao Liu ⋅ Hanbin Zhao ⋅ Jiahua Dong ⋅ zhang chao ⋅ Hui Qian

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

In STeP: Speculative Tensor Parallelism for Concurrent Heterogeneous Inference of LLMs

In Sydney Poster Session 4

Viren Luke Radhakrishnan ⋅ Dhruva Kashyap ⋅ Pranav K Nayak ⋅ Chiranjib Bhattacharyya ⋅ Prakash Raghavendra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Progressive Pseudo-label Self-balancing Towards Unsupervised Vision-Language Models Adaptation

In Sydney Poster Session 4

Si Qin ⋅ Yaxin Hou ⋅ Jiawei Tang ⋅ Yuheng Jia

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Search-Tree Scaling in Parallel Monte Carlo Tree Search

In Sydney Poster Session 4

Scott Cheng ⋅ Meng-Yu Tsai ⋅ Ding-Yong Hong ⋅ Mahmut T Kandemir

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STILL: Selecting Tokens for Intra-Layer Hybrid Attention to Linearize LLMs

In Sydney Poster Session 4

Weikang Meng ⋅ Liangyu Huo ⋅ Yadan Luo ⋅ Jiawen Guan ⋅ Jingyi Zhang ⋅ Yingjian Li ⋅ Zheng Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dodge-It: Learning Collision-Aware VLA Models for Robotic Manipulation

In Sydney Poster Session 4

Jiawei Feng ⋅ Chuzhao Huang ⋅ Xinli Xu ⋅ Yingcong Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SoccerNarrate: Event-Grounded Streaming Soccer Commentary with Macro-Window Preference Alignment

In Sydney Poster Session 4

zihan jia ⋅ Zhilin Dai ⋅ Zhengming Zhang ⋅ Min Yang ⋅ Zhenpeng Huang ⋅ Jiaqi Li ⋅ Caixia Sun ⋅ Xi Chen ⋅ Liang Li ⋅ Junlan Feng ⋅ Gangshan Wu ⋅ Limin Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Skill-Adaptive Noise Scheduling for Diffusion Policies

In Sydney Poster Session 4

Woo Kyung Kim ⋅ Gwangpyo Yoo ⋅ Eunyoung Park ⋅ Honguk Woo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Boosting Multiagent Reinforcement Learning at High Replay Ratios with Ensemble Reset

In Sydney Poster Session 4

Yaodong Yang ⋅ Hongyao Tang ⋅ Guangyong Chen ⋅ Pheng-Ann Heng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HumanoidArena: Benchmarking Egocentric Hierarchical Whole-body Learning

In Sydney Poster Session 4

Taowen Wang ⋅ Zikang Xie ⋅ Bin Yang ⋅ Yunheng Wang ⋅ Zizhao Yuan ⋅ Yuetong Fang ⋅ Yixiao Feng ⋅ Yichi Wang ⋅ Xingyu Chen ⋅ Haodong Chen ⋅ Qiwei Wu ⋅ Weisheng Xu ⋅ Lihan Chen ⋅ Lusong Li ⋅ zeng zecui ⋅ Renjing Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multimodal AI Detection In Two Words

In Sydney Poster Session 4

Daniel Fein ⋅ Arpita Singhal ⋅ Maneesh Agrawala ⋅ Maty Bohacek

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Generative Actor-Critic with Soft Bridge Policies

In Sydney Poster Session 4

Ke He ⋅ Le He ⋅ Shunpu Tang ⋅ Yafei Wang ⋅ Lisheng Fan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting

In Sydney Poster Session 4

Xingyu Zhang ⋅ Jingyao Wang ⋅ Xin Yu ⋅ Zeen Song ⋅ Jianqi Zhang ⋅ Changwen Zheng ⋅ Wenwen Qiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Principled Design of Diffusion-based Optimizers for Inverse Problems

In Sydney Poster Session 4

Julio Oscanoa ⋅ Irmak Sivgin ⋅ Cagan Alkan ⋅ Daniel Ennis ⋅ John Pauly ⋅ Mert Pilanci ⋅ Shreyas Vasanawala

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Temperature Guidance For Robust Reward Conditioning In Diffusion Planning

In Sydney Poster Session 4

Johannes V Busch ⋅ Roberto Calandra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Auxiliary Clues Aware’s Geometry Problem Solving

In Sydney Poster Session 4

Qigong Lei ⋅ Qingsong Wang ⋅ Wang Lin ⋅ Qianyi Yang ⋅ Chang Yao ⋅ Jingyuan Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

REAL-MED: Benchmarking LLM Agents on Real-World Medical Tasks

In Sydney Poster Session 4

Zihan Wang ⋅ yifan zhang ⋅ Jieqiong Cao ⋅ Junxiu Chen ⋅ Shanni Chen ⋅ ChaoGao ⋅ Hao Wang ⋅ Shi Feng ⋅ Xiaocui Yang ⋅ Jinghao Lin ⋅ Kai WU ⋅ Xiaozhong Ji ⋅ Haihua Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rubric-Align: Safety Alignment through Dynamically Co-Evolving Rubrics

In Sydney Poster Session 4

Ruipeng Wang ⋅ Junfeng Fang ⋅ Houcheng Jiang ⋅ Kai Tang ⋅ Pengyu Cheng ⋅ xiaoxi jiang ⋅ Guanjun Jiang ⋅ Xiang Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DICEQuant: Distortion-Compensated Rounding with Dual-Ended Shrinkage for LLM Quantization

In Sydney Poster Session 4

Yuan Cheng ⋅ Xing Hu ⋅ Zukang Xu ⋅ Hui Wang ⋅ Xiaomeng Han ⋅ Dawei Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Geometry-Aware Zeroth-Order Optimization for Fine-Tuning Quantized LLMs

In Sydney Poster Session 4

Shaocong Ma ⋅ Weidong Cai ⋅ Heng Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EgoStream: A Diagnostic Benchmark for Streaming Episodic Memory in Egocentric Vision

In Sydney Poster Session 4

Rosario Forte ⋅ Giuseppe Lando ⋅ Antonino Furnari

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bayesian Optimization on Function Spaces via Sparse RKHS Manifolds

In Sydney Poster Session 4

Davide Sartor ⋅ Meghan E Huber ⋅ Donghyun Kim ⋅ Nathan Wycoff

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Local-Interaction Learning Dynamics: A Markov Random Field Framework for Convergence of Deep Neural Network Learning

In Sydney Poster Session 4

Wen Dong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

In Sydney Poster Session 4

Zeping Liu ⋅ Ni Lao ⋅ Weiwei Sun ⋅ Gil Wolff ⋅ Yiqun Xie ⋅ Liang Zhao ⋅ Junfeng Jiao ⋅ Gengchen Mai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distilling Graph Geometry: Knowledge Gap from GNNs to MLPs

In Sydney Poster Session 4

Zhewei Chen ⋅ Hao Zhu ⋅ Jiaojiao Jiang ⋅ Ahad N. Zehmakan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models

In Sydney Poster Session 4

Shouwei Ruan ⋅ Bin Wang ⋅ Zhenyu Wu ⋅ Qihui Zhu ⋅ Yuxiang Zhang ⋅ Jingzhi Li ⋅ Yubin Wang ⋅ Xingxing Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LinuxArena: A Control Setting for AI Agents in Live Production Software Environments

In Sydney Poster Session 4

Tyler Tracy ⋅ Ram Potham ⋅ Nikolas Kuhn ⋅ Myles Heller ⋅ Anshul Khandelwal ⋅ Cody Rushing ⋅ Henri Lemoine ⋅ Miguel Brandão ⋅ Tomáš Turlík ⋅ Adam Hanson ⋅ Josh Hills ⋅ Amy D Ngo ⋅ Ram Rachum ⋅ Nik Mitchell ⋅ Falko Galperin ⋅ Oscar Sykes ⋅ Pip Arnott ⋅ Samuel P Lima ⋅ Carlos R Giudice ⋅ Matt Goldwater ⋅ Daniel J Popp ⋅ Drew de Wet ⋅ Ruben Castaing ⋅ Qi Guo ⋅ Douw Marx ⋅ Benjamin Shaffrey ⋅ Justin Shenk ⋅ Martin Milbradt ⋅ Hannah Meagher ⋅ Shaheen Ahmed-Chowdhury ⋅ Daniel O'Connell ⋅ Christopher W Canal ⋅ Buck Shlegeris ⋅ Aryan Bhatt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RiboC2F: Pose-First Coarse-to-Fine Flow Matching for Protein-Conditioned RNA Co-Design

In Sydney Poster Session 4

Dengdeng Huang ⋅ Shikui Tu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding

In Sydney Poster Session 4

Xu Yang ⋅ Lunyiu Nie ⋅ Ethan Chandra ⋅ Stanislav Gannutin ⋅ Fangru Lin ⋅ Swarat Chaudhuri

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Was That Again? Certified Robustness for Automatic Speech Recognition

In Sydney Poster Session 4

Andrew Cullen ⋅ Neil Marchant ⋅ Jiani Xie ⋅ Paul Montague ⋅ Benjamin Rubinstein

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

StableVQ: Practical Guidelines for Stable Vector-Quantized Tokenizer Training

In Sydney Poster Session 4

Bao Tang ⋅ Jiahao Guo ⋅ Haoxiang Cao ⋅ Wenyu Liu ⋅ Changqian Yu ⋅ Kun Gai ⋅ Xinggang Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Arbitrarily Conditioned Hierarchical Flows for Spatiotemporal Events

In Sydney Poster Session 4

Keyan Chen ⋅ Qiwei Yuan ⋅ Zhitong Xu ⋅ Bin Shen ⋅ Shandian Zhe

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation

In Sydney Poster Session 4

JINHAO LIANG ⋅ Yixuan Sun ⋅ Anirban Samaddar ⋅ Sandeep Madireddy ⋅ Ferdinando Fioretto

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

In Sydney Poster Session 4

Yan-Bo Lin ⋅ Jonah Casebeer ⋅ Long Mai ⋅ Aniruddha Mahapatra ⋅ Gedas Bertasius ⋅ Nicholas J. Bryan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Step-wise Rubric Rewards for LLM Reasoning

In Sydney Poster Session 4

Weichu Xie ⋅ Haozhe Zhao ⋅ Wenpu Liu ⋅ Yongfu Zhu ⋅ Liang Chen ⋅ Minghao Ye ⋅ Zirong Chen ⋅ Yuqi Xu ⋅ Shuai Dong ⋅ Ziyue Wang ⋅ Xinbo Xu ⋅ Kean Shi ⋅ Ruoyu Wu ⋅ Xiaoying Zhang ⋅ Wenqi Shao ⋅ Baobao Chang ⋅ Nan Duan ⋅ Jiaqi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Irreducible Supervision Enables Compositional Generalization in Post-Training

In Sydney Poster Session 4

Ellen Ma ⋅ Nikhil Anand

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

$\mathcal{P}$Torch: Narrowing the Gap Between Projection and Gradient-Based Learning

In Sydney Poster Session 4

Jeff Cyuzuzo Jambé ⋅ Jan Quan ⋅ Panagiotis Patrinos

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Multiscale Single-Index Model: A Toy Model for Hierarchical Feature Learning

In Sydney Poster Session 4

Gordon Dai ⋅ Joan Bruna

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Average Flatness: Domain-wise Flatness for Domain Generalization

In Sydney Poster Session 4

Seungjun Choi ⋅ Heeyoung Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What Drives Test-Time Adaptation for CLIP? A Controlled Empirical Study from an Update Perspective

In Sydney Poster Session 4

Jiazhen Huang ⋅ Xiao Chen ⋅ Zhiming Liu ⋅ Yaru Sun ⋅ Jingyan Jiang ⋅ Zhi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Systematic Evaluation of Co-folding Model Representations for Small-Molecule Learning

In Sydney Poster Session 4

Hyosoon Jang ⋅ Hyunjin Seo ⋅ Honghui Kim ⋅ Taewon Kim ⋅ Yunhui Jang ⋅ Seonghyun Park ⋅ Sungsoo Ahn

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Pairwise AUC Optimization Needs Corrective Power: A Unified View

In Sydney Poster Session 4

Jia Chen ⋅ Zhiyong Yang ⋅ Shilong Bao ⋅ Qianqian Xu ⋅ Qingming Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Does Structure Help? Statistical Tradeoffs for Structured Reverse Processes in Diffusion Large Language Models

In Sydney Poster Session 4

Ruofeng Yang ⋅ Jingyuan Liu ⋅ Shuai Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On the Necessity of Guidance Decay: From Three-Phase Analysis in Gaussian Mixture Models to Dynamic Optimization

In Sydney Poster Session 4

Yiyu Qiu ⋅ Ruofeng Yang ⋅ Tong Yu ⋅ Shuai Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces

In Sydney Poster Session 4

William Gitta Lugoloobi ⋅ Samuele Marro ⋅ Jabez Magomere ⋅ Joss Wright ⋅ Chris Russell

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TrajLift: Encoding Verbal Memory Dynamics via Heat Diffusion on Semantic Hierarchies

In Sydney Poster Session 4

Jiawen Kang ⋅ Jinchao Li ⋅ Mingyu Cui ⋅ Junan Li ⋅ Xixin Wu ⋅ Helen Meng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dynamic Context Modeling for Longitudinal Mental Health Monitoring under Distribution Shift

In Sydney Poster Session 4

Seungwan Jin ⋅ Taehyung Noh ⋅ Junghyun Kim ⋅ Uichin Lee ⋅ Kyungsik Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Towards Scalable Context-Aware Single-Cell Spatial Transcriptomics Prediction from Histology Images

In Sydney Poster Session 4

Zijun Gao ⋅ Chunbin Gu ⋅ Xiangde Luo ⋅ Jinxi Xiang ⋅ Pheng-Ann Heng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents

In Sydney Poster Session 4

Yanxi Wang ⋅ Zhiling Zhang ⋅ Wenbo Zhou ⋅ Weiming Zhang ⋅ Jie Zhang ⋅ Qiannan Zhu ⋅ Yu Shi ⋅ Shuxin Zheng ⋅ Jiyan He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Adaptive Attribute Completion with Representation Space for Incomplete Graph Domain Adaptation

In Sydney Poster Session 4

Niya Yang ⋅ Di Jin ⋅ Zhizhi Yu ⋅ Liang Yang ⋅ Yuxiao Huang ⋅ Dongxiao He ⋅ Jianguo Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Laplacian Keyboard: Beyond the Linear Span

In Sydney Poster Session 4

Siddarth Chandrasekar ⋅ Marlos C. Machado

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Intrinsic Muon: Spectral Optimization on Riemannian Matrix Manifolds

In Sydney Poster Session 4

Yibang Li ⋅ Bihari L Pandey ⋅ Ravi Sah ⋅ Andi Han ⋅ Cyrus Mostajeran ⋅ Pratik Kumar Jawanpuria ⋅ Bamdev Mishra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multiscale Microenvironment Vector Space Projection for Uncovering Diverse Pathological Biomarker

In Sydney Poster Session 4

Zixiu Ding ⋅ Wenxuan Hao ⋅ Liya Ding ⋅ Yuan Dai ⋅ Jiazhen Yang ⋅ Shuwen Han ⋅ Lingxiang Jia ⋅ Zunlei Feng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Keep or Preempt? Termination-Aware Scheduling for LLM Serving with Speculative Decoding

In Sydney Poster Session 4

Ziyu Cheng ⋅ Songtao Guo ⋅ Mingyan Li ⋅ Chang Han ⋅ Hongyu Xu ⋅ Xu Luo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Self-EvolveRec: Self-Evolving Recommender Systems with LLM-based Directional Feedback

In Sydney Poster Session 4

Sein Kim ⋅ Sangwu Park ⋅ HongSeok Kang ⋅ Wonjoong Kim ⋅ Jimin Seo ⋅ Yeonjun In ⋅ Kanghoon Yoon ⋅ Hyunsik Jeon ⋅ Chanyoung Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sparse Biological Features Reveal Early Functional Commitment in Diffusion Protein Language Models

In Sydney Poster Session 4

Chuyang Zhou ⋅ Bingxin Zhou ⋅ Andi Han ⋅ Chang Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mesh BDF: Barycentric Dominance Field for 3D Native Mesh Generation

In Sydney Poster Session 4

Gaochao Song ⋅ Haohan Weng ⋅ Luo Zhang ⋅ Zibo Zhao ⋅ Shenghua Gao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Unveiling Implicit Advantage Symmetry: Why GRPO Struggles with Exploration and Difficulty Adaptation

In Sydney Poster Session 4

zhiqi yu ⋅ Zhangquan Chen ⋅ Mengting Liu ⋅ Heye Zhang ⋅ Liangqiong Qu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sparse Planning in Visual World Models via Cost Gradients

In Sydney Poster Session 4

Yingchen Xu ⋅ Edward Grefenstette

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What do EEG Foundation Models Capture from Human Brain Signals?

In Sydney Poster Session 4

Ling Tang ⋅ Qian Chen ⋅ Jilin Mei ⋅ Houshi Xu ⋅ Quanshi Zhang ⋅ Jing Shao ⋅ Na Zou ⋅ Xia Hu ⋅ Dongrui Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Teaching Large Language Models When Not to Know: Learning Temporal Critique for Ex-Ante Reasoning

In Sydney Poster Session 4

Chenlu Ding ⋅ Jiancan Wu ⋅ Yanchen Luo ⋅ Zheyuan (Frank) Liu ⋅ Yancheng Yuan ⋅ Xiang Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fine-Detail Monocular Geometry Estimation with Self-Guided Sparse Volumetric Refinement

In Sydney Poster Session 4

Lingyu Kong ⋅ Ruicheng Li ⋅ Ruicheng Wang ⋅ Sicheng Xu ⋅ Chengtang Yao ⋅ Jianfeng Xiang ⋅ Jiaolong Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MLLMEraser: Achieving Test-Time Unlearning in Multimodal Large Language Models through Activation Steering

In Sydney Poster Session 4

Chenlu Ding ⋅ Jiancan Wu ⋅ Leheng Sheng ⋅ Fan Zhang ⋅ Yancheng Yuan ⋅ Xiang Wang ⋅ Xiangnan He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Residual Correction via Selective Deployment for Time Series Forecasting

In Sydney Poster Session 4

Jianxiang Xie ⋅ YUNCHENG HUA ⋅ Mingyue Cheng ⋅ Flora Salim ⋅ Hao Xue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When LLMs Know but Fail to Reason: Injecting Memory for Reasoning Enhancement

In Sydney Poster Session 4

Tian Wang ⋅ Shiyu Hu ⋅ Ruiyang Qin ⋅ Hanyue Zhang ⋅ Qingzhuo Wang ⋅ Shuhan Yu ⋅ Dongrui Liu ⋅ Zhihua Wei ⋅ Wen Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Stabilizing the Dynamic Low-Rank Training

In Sydney Poster Session 4

Zhonghan Xu ⋅ Ling Wang ⋅ Junhao Chen ⋅ Jianwei Zhao ⋅ Jinwei Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LLM-Auction: Generative Auction towards LLM-Native Advertising

In Sydney Poster Session 4

Chujie Zhao ⋅ Qun Hu ⋅ Shiping Song ⋅ Dagui Chen ⋅ Han Zhu ⋅ Jian Xu ⋅ Bo Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Understanding and Defending VLM Jailbreaks via Jailbreak-Related Representation Shift

In Sydney Poster Session 4

Zhihua Wei ⋅ Qiang Li ⋅ Jian Ruan ⋅ Zhenxin Qin ⋅ 蕾蕾温 ⋅ Ruiyang Qin ⋅ Qingzhuo Wang ⋅ Dongrui Liu ⋅ Wen Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Capricorn: Highly Efficient and Secure Mixture of Experts Inference Framework

In Sydney Poster Session 4

Lushan Song ⋅ Xiaojian Liang ⋅ Shishuai Du ⋅ Jun J Sim ⋅ Yingting Liu ⋅ Xin Zhang ⋅ Jiang-Ming Yang ⋅ Pu Duan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Forced Orders: What LLM Leaderboards Hide About Model Comparisons

In Sydney Poster Session 4

Zonglin Di ⋅ Berk Ustun ⋅ Yang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Kernel-Gradient Drifting Models

In Sydney Poster Session 4

Maria Esteban-Casadevall ⋅ Jorge Carrasco-Pollo ⋅ Max Welling ⋅ Jan-Willem van de Meent ⋅ Erik Bekkers ⋅ Floor Eijkelboom

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Block-OBS-GS: Exact Per-Block Joint Brain Surgery with Gauss–Seidel Refinement for LLM Pruning

In Sydney Poster Session 4

Yuwen Huang ⋅ Xiang Pan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ECHO: Continuous Hierarchical Memory for Vision-Language-Action Models

In Sydney Poster Session 4

Yanbin Hu ⋅ Jin Cui ⋅ Jiayi Lu ⋅ Ruixuan Yang ⋅ Jun Ye ⋅ Boran Zhao ⋅ Xingyu Chen ⋅ Xuguang Lan ⋅ Pengju Ren

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Route-Consistent Adaptation for Stable Quantization of Mixture-of-Experts Models with Theoretical Guarantees

In Sydney Poster Session 4

Longteng Zhang ⋅ Sen Wu ⋅ Qiang Wang ⋅ Shaohuai Shi ⋅ Xiaowen Chu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How Far Is Too Far? Object Recognition Declines Monotonically with Semantic Distance

In Sydney Poster Session 4

Domenic Bersch ⋅ Hai Van Tran ⋅ Gemma Roig

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Higher-Order Cell Tracking Transformer

In Sydney Poster Session 4

Jordão Bragantini ⋅ Ilan Theodoro ⋅ Loic A Royer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BasicLT: Basic-Level Abstraction and Selective Differentiation for Long-Tailed Recognition

In Sydney Poster Session 4

Yuan Dong ⋅ Di Wu ⋅ Zhe Zhao ⋅ Liheng Yu ⋅ Xiaofeng Cao ⋅ Pengkun Wang ⋅ Yang Wang

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

In Sydney Poster Session 4

mingxi Zou ⋅ Zhihan Guo ⋅ Langzhang Liang ⋅ Zhuo Wang ⋅ Qifan Wang ⋅ Qingsong Wen ⋅ Irwin King ⋅ Lizhen Qu ⋅ Zenglin Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Edge Independence Fails: Joint Graph Diffusion with Latent Sociability Priors

In Sydney Poster Session 4

Adarsh Jamadandi ⋅ Nicolas Keriven ⋅ Aline Roumy

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Intent2CAD: How Semantic-Parametric Supervision Shapes Text-to-CAD Generation

In Sydney Poster Session 4

Jinbo Yang ⋅ Shikai Jing ⋅ Mingyue Yuan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation

In Sydney Poster Session 4

Shanghua Gao ⋅ Ada Fang ⋅ Marinka Zitnik

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning-to-Memorize: Dynamic Context Management for Long-Horizon Autoregressive Video Generation

In Sydney Poster Session 4

Haowei Zhu ⋅ Qijie Wang ⋅ Jia Li ⋅ XING WANG ⋅ Tianyu Zhao ⋅ Jiexi Wang ⋅ Xurui Peng ⋅ Xinglong Wu ⋅ Jun-Hai Yong ⋅ Bin Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SLiDE: Structured Linear Dynamics for Forecasting with Exogenous Inputs

In Sydney Poster Session 4

Sebastian Pütz ⋅ Theodore Glavas ⋅ Benjamin Schäfer ⋅ Boris Oreshkin ⋅ Mark Coates

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multi-Oracle Agreement Reveals the Limits of Self-Consistency Evaluation in RNA Design

In Sydney Poster Session 4

Minghao Sun ⋅ Hanqun Cao ⋅ Fang Wu ⋅ Zhou Zhang ⋅ ZHIYUAN LIU ⋅ Tianfan Fu ⋅ Pheng-Ann Heng ⋅ Yang Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Understanding the Convergence of Direct Training of SNNs with Surrogate Gradients

In Sydney Poster Session 4

Zelin Wei ⋅ Tianxing Man ⋅ Wanli Shi ⋅ Bin Gu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Latent Refinement Decoding: Enhancing Diffusion Language Models by Refining Belief States

In Sydney Poster Session 4

Qinglin Zhu ⋅ Yizhen Yao ⋅ Runcong Zhao ⋅ Yanzheng Xiang ⋅ Siya Qi ⋅ Amrutha Saseendran ⋅ Chen Jin ⋅ Philip A Teare ⋅ Bin Liang ⋅ Yulan He ⋅ Lin Gui

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Attribution-Guided Shared-Private Decoupling for Noise-Reduced Audio-Visual Representation Learning

In Sydney Poster Session 4

Linge Wang ⋅ Yingying Chen ⋅ Bingke Zhu ⋅ Lu Zhou ⋅ Haixin Wang ⋅ Zhipiao Liu ⋅ Jinqiao Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VideoMaMa++: Temporally Consistent Video Matting via Preserve-and-Refine Tokens

In Sydney Poster Session 4

Sangbeom Lim ⋅ Seoung Wug Oh ⋅ Heeji Yoon ⋅ Seungryong Kim ⋅ Joon-Young Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Latent Space Bayesian Optimization with Marginalized Kernel

In Sydney Poster Session 4

Ziyi Yang ⋅ Yifan Zhu ⋅ Jinghui Zhong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents

In Sydney Poster Session 4

XuHao Hu ⋅ Xi Zhang ⋅ Haiyang Xu ⋅ Kyle Qiao ⋅ Jingyi Yang ⋅ Xuanjing Huang ⋅ Jing Shao ⋅ Ming Yan ⋅ Jieping Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning to Audit ML Models with Theory of Mind

In Sydney Poster Session 4

Yao Rong ⋅ Vaibhav Unhelkar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Biological Graph Priors Enable Representation Learning for Cellular Microscopy

In Sydney Poster Session 4

Reed Naidoo ⋅ Matt De Vries ⋅ Georgios Skiadas ⋅ Vicky Bousgouni ⋅ Ugur Moustafa ⋅ Chris Bakal

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Ego-HMB: Human Motion Bridging from Egocentric Images via Motion Bridge Diffusion Model

In Sydney Poster Session 4

Gaoge Han ⋅ yongkang cheng ⋅ shaoli huang ⋅ Jing Zhang ⋅ Mingming Gong ⋅ Fakhri Karray ⋅ Tongliang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HeMeR: Heterogeneous Memory Reconciliation for Embodied Agents via Structured KV Reuse

In Sydney Poster Session 4

Saehun Chun ⋅ Wonje Choi ⋅ Jinwoo Jang ⋅ TaeYoon Kwack ⋅ Honguk Woo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Tracing Persona Vectors Through LLM Pretraining

In Sydney Poster Session 4

Viktor Moskvoretskii ⋅ Dominik Glandorf ⋅ Jorge Medina Moreira ⋅ Tanja Käser ⋅ Robert West

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning

In Sydney Poster Session 4

Jihoon Kwon ⋅ Jiwon Choi ⋅ Jy-yong Sohn

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CADMA: Capacity-Aware Recall Decomposition for Generative Model Assessment

In Sydney Poster Session 4

Debin Meng ⋅ Zheng Gao ⋅ Ziquan Liu ⋅ Yanran Li ⋅ Ioannis Patras ⋅ Georgios Tzimiropoulos

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation

In Sydney Poster Session 4

Yanjie Pan ⋅ Qingdong He ⋅ Zhengkai Jiang ⋅ Pengcheng Xu ⋅ Chaoyi Wang ⋅ Jinlong Peng ⋅ Haoxuan Wang ⋅ Yun Cao ⋅ Zhenye Gan ⋅ Mingmin Chi ⋅ Bo Peng ⋅ Yabiao Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience

In Sydney Poster Session 4

Taofeng Xue ⋅ Chong Peng ⋅ Mianqiu Huang ⋅ Linsen Guo ⋅ Tiancheng Han ⋅ Haozhe Wang ⋅ Xiaocheng Zhang ⋅ Xin Yang ⋅ Dengchang Zhao ⋅ Jinrui Ding ⋅ Xiandi Ma ⋅ Yuchen Xie ⋅ Peng Pei ⋅ Xunliang Cai ⋅ Xipeng Qiu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HyperSkill: Multi-Modal Skill Learning on the Unit Hypersphere

In Sydney Poster Session 4

Erdemt Bao ⋅ JunChen ⋅ Weijun Qin ⋅ Shaopeng Li ⋅ Ming Li ⋅ Mengchen Zhao ⋅ Ziqian Zeng ⋅ Cen Chen ⋅ HUIPING ZHUANG

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both

In Sydney Poster Session 4

Ziyu Guo ⋅ Yu Liu ⋅ Xinyan Chen ⋅ Pheng-Ann Heng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OpenCoF: Learning to Reason Through Video Generation

In Sydney Poster Session 4

Xinyan Chen ⋅ Renrui Zhang ⋅ Ziyu Guo ⋅ Dongzhi JIANG ⋅ Hongsheng Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Large Language Models Develop Belief State Geometry In-Context

In Sydney Poster Session 4

Daniel Balcells ⋅ Andrew Jun Lee ⋅ Chirag Rastogi ⋅ Paul Riechers ⋅ Adam Shai ⋅ Xavier Poncini

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation

In Sydney Poster Session 4

Shuaizhi Cheng ⋅ Xiang Shi ⋅ Zhiwei Zhang ⋅ Mingwei Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

scMAF: Single-Cell Multi-Omics Clustering via Adaptive Modality Fusion

In Sydney Poster Session 4

Jun Fu ⋅ Yiding Lu ⋅ Ruohong Yang ⋅ Xi Peng ⋅ Yunfan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

InvestigationWorlds: An Agentic Environment for Legal Investigation

In Sydney Poster Session 4

Albert Sun ⋅ Andrew J Benard ⋅ Sil Hamilton ⋅ Anna Teresita Marcelo ⋅ Yong J Kim ⋅ Carl-Leander Henneking ⋅ Rundong Hu ⋅ Yuhong Wang ⋅ David Mimno ⋅ Bishan Yang ⋅ Igor Labutov

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Binary Regression: Universal Ising Model, Binary Expansion and Beyond

In Sydney Poster Session 4

Jerry Yao-Chieh Hu ⋅ Yi-Chen Lee ⋅ Mingcheng Lu ⋅ En-Jui Kuo ⋅ Han Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FrequencyBooster: Advancing Pixel Diffusion for High-Fidelity Image Generation

In Sydney Poster Session 4

Lichen Ma ⋅ Zipeng Guo ⋅ Yu He ⋅ Xiaolong Fu ⋅ Luohang Liu ⋅ Jingling Fu ⋅ Junshi Huang ⋅ Yan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Information-Theoretic Generalization Bounds for Sequential Decision Making

In Sydney Poster Session 4

Futoshi Futami ⋅ Masahiro Fujisawa

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Selectivity Makes State-Space Models Universal Sequence Approximators

In Sydney Poster Session 4

Yoshihiro Maruyama

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

M2A: Synergizing Mathematical and Agentic Reasoning in Large Language Models

In Sydney Poster Session 4

JunJian Wang ⋅ Xin Zhou ⋅ Qiran Xu ⋅ Kun Zhan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Entropy Polarity in Reinforcement Fine-Tuning: Direction, Asymmetry, and Control

In Sydney Poster Session 4

Jiazheng Zhang ⋅ Ziche Fu ⋅ Junrui Shen ⋅ Yunbin Zhao ⋅ Yunke Zhang ⋅ Zhiheng Xi ⋅ LongMa ⋅ Chenxin An ⋅ Zhihao Zhang ⋅ Shichun Liu ⋅ Dingwei Zhu ⋅ Shihan Dou ⋅ Shaofan Liu ⋅ han li ⋅ Wiggin Zhou ⋅ Aiden Adams ⋅ Tao Gui ⋅ Fei Huang ⋅ Qi Zhang ⋅ Xuanjing Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RCSTAT: A Statistical Framework of Relative Contextualization in Transformers

In Sydney Poster Session 4

Debabrata Mahapatra ⋅ Shubham Agarwal ⋅ Apoorv Saxena ⋅ Subrata Mitra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Query-Limited Community Recovery in Stochastic Block Models

In Sydney Poster Session 4

Sabyasachi Basu ⋅ MANUJ MUKHERJEE ⋅ Lutz Oettershagen ⋅ Suhas Thejaswi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PREPING: Building Agent Memory without Tasks

In Sydney Poster Session 4

Yumin Choi ⋅ Sangwoo Park ⋅ Minki Kang ⋅ Jinheon Baek ⋅ Sung Ju Hwang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Preconditioned Flow Matching

In Sydney Poster Session 4

Shadab Ahamed ⋅ Eshed Gal ⋅ Md Shahriar Rahim Siddiqui ⋅ Simon Ghyselincks ⋅ Moshe Eliasof ⋅ Eldad Haber

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Discovering What You Can Control: Interventional Boundary Discovery for Reinforcement Learning

In Sydney Poster Session 4

Jiaxin Liu ⋅ Anzhe Cheng ⋅ Paul Bogdan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Structured State-Space Regularization for Generation-Friendly Image Tokenization

In Sydney Poster Session 4

Jinsung Lee ⋅ Jaemin Oh ⋅ Namhun Kim ⋅ Dongwon Kim ⋅ Byung-Jun Yoon ⋅ Suha Kwak

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cascaded Sparse Autoencoders LearnMulti-Level Visual Concepts in Multimodal LLMs

In Sydney Poster Session 4

Yusong Zhao ⋅ Hengyi Wang ⋅ Tanuja Ganu ⋅ Akshay Nambi ⋅ Hao Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Confidence Estimation via Decoupled Smoothing for Dynamic LLM Routing and Aggregation

In Sydney Poster Session 4

Hao Luo ⋅ Ning Cheng ⋅ Yuhao Lin ⋅ Xiaokai Zhou ⋅ Yongqiang Zhang ⋅ Xiao Yan ⋅ Jiawei Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HIRaD: Hidden Interaction Inference from Predictive Radar Dynamics

In Sydney Poster Session 4

Jaekwon Lee ⋅ Jaekoo Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation-Level Enforcement

In Sydney Poster Session 4

Xutao Mao ⋅ Jianing Zhu ⋅ Jinman Zhao ⋅ Tongliang Liu ⋅ Xiaowen Chu ⋅ Cong Wang ⋅ Bo Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback

In Sydney Poster Session 4

Khang Luong ⋅ Thai Son Dinh ⋅ Hoang Ta ⋅ Hung TRAN ⋅ Tuan Dam

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Subgoal-driven RL Framework for Improving Long-Horizon Web Agents

In Sydney Poster Session 4

Taiyi Wang ⋅ Sian Gooding ⋅ Florian Hartmann ⋅ Oriana Riva ⋅ Edward Grefenstette

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CHAIN: Complementary Signed Graph Propagation for Uncertainty Quantification in Large Language Models

In Sydney Poster Session 4

Hongxing Pan ⋅ Ziwei Li ⋅ Ziyue Qiao ⋅ Xiao Luo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Tail-Risk-Aware Stackelberg Learning

In Sydney Poster Session 4

Yujing Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Physics-Informed Functional Tucker Method with RKHS Factors for Sparse Spatiotemporal Reconstruction

In Sydney Poster Session 4

Zhengyang Liu ⋅ Jianguo Huang ⋅ Junxi Hu ⋅ Yucheng Mi ⋅ Haojie Cai ⋅ Wenxuan Shen ⋅ zhikun zhang ⋅ Renfeng Peng ⋅ Guangtao Zhang ⋅ Zhiqiang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Quantile Geometry Regularization for Distributional Reinforcement Learning

In Sydney Poster Session 4

Zhaofan ZHANG ⋅ Minghao Yang ⋅ Rufeng Chen ⋅ Sihong Xie ⋅ Hui Xiong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Quantile-Coupled Flow Matching for Distributional Reinforcement Learning

In Sydney Poster Session 4

Michael Groom ⋅ Victor-Alexandru Darvariu ⋅ Lars Kunze ⋅ James Wilson ⋅ Nick Hawes

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AsyncOPD: How Stale Can On-Policy Distillation Be?

In Sydney Poster Session 4

Wonjun Kang ⋅ Kevin Galim ⋅ Seunghyuk Oh ⋅ Minjun Kang ⋅ Sanghyun Park ⋅ Donghoon Kim ⋅ Minjae Lee ⋅ Minseo Kim ⋅ Rishabh Tiwari ⋅ Yuchen Zeng ⋅ HYUNG IL KOO ⋅ Kangwook Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

StainNFT: Curriculum-Gated Multi-Reward Post-Training for Pathology-Faithful Virtual Staining

In Sydney Poster Session 4

shurong yang ⋅ Dong Wei ⋅ Qiong Peng ⋅ Xian Wu ⋅ Yefeng Zheng ⋅ Liansheng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-𝑁 Ranking

In Sydney Poster Session 4

Roie Kazoom ⋅ Yotam Gigi ⋅ George Leifman ⋅ Tomer Shekel ⋅ Genady Beryozkin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FM-ChangeNet: Learning Change through Pathwise Feature Transport

In Sydney Poster Session 4

Roie Kazoom ⋅ George Leifman ⋅ Genady Beryozkin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The VLM as Sensor: Bayesian Active Search for Long Video Understanding

In Sydney Poster Session 4

Chong Tang ⋅ Sannara EK ⋅ Dirk Koch ⋅ Robert Mullins ⋅ Alex Weddell ⋅ Jagmohan Chauhan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Visual Expert Skipping for MoE-MLLMs via K-Armed Bandit based Expert Estimation

In Sydney Poster Session 4

zhou hongbo ⋅ Jiapeng Zhang ⋅ Yuqi Liu ⋅ Qiong Wu ⋅ Jun Peng ⋅ Xiao Chen ⋅ Yiyi Zhou ⋅ Rongrong Ji

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distillation of Foundation Models for Time-dependent PDEs

In Sydney Poster Session 4

Daniel Musekamp ⋅ Boshra Ariguib ⋅ Andrei Manolache ⋅ Mathias Niepert

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Senses to Decisions: The Information Flow of Auditory and Visual Perception in Multimodal LLMs

In Sydney Poster Session 4

Wish Suharitdamrong ⋅ Muhammad Awais ⋅ Xiatian Zhu ⋅ Sara Atito

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Nexus: Same Pretraining Loss, Better Downstream Generalization via Common Minima

In Sydney Poster Session 4

Huanran Chen ⋅ Huaqing Zhang ⋅ Xiao Li ⋅ Yinpeng Dong ⋅ Ke Shen ⋅ Jun Zhu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Diffusion Transformers with Residual Adaptive Layer Normalization

In Sydney Poster Session 4

Ge Wu ⋅ Minxing Luo ⋅ Yikai Ge ⋅ Lei Wang ⋅ DanDan Zheng ⋅ Rui Liu ⋅ libin wang ⋅ Yu-Liang Zhan ⋅ Taihang Hu ⋅ Jingdong Chen ⋅ Xiang Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing

In Sydney Poster Session 4

Haiyang Yan ⋅ Jianxin Sun ⋅ Yuhan Wu ⋅ libin wang ⋅ Zhiwei Li ⋅ Man Zhang ⋅ Jingdong Chen ⋅ DanDan Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Hybrid Reinforcement Learning for One-step Degraded Infrared and Visible Image Fusion

In Sydney Poster Session 4

Hongwei Yu ⋅ Daoqing Zha ⋅ Yancheng Bai ⋅ Jiawei Li ⋅ Lei Sun ⋅ Xiangxiang Chu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Minimizing Modality Gap from the Input Side: Your Speech LLM Can Be a Prosody-Aware Text LLM

In Sydney Poster Session 4

Wenqian Cui ⋅ Xiao-Hui Li ⋅ Daxin Tan ⋅ Qiyong Zheng ⋅ Irwin King

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GMO-E²DIT: Grounded Multi-Operation Editing for E-Commerce Images

In Sydney Poster Session 4

Zipeng Guo ⋅ Xiaoan Liu ⋅ Lichen Ma ⋅ Cheng Wang ⋅ Yu He ⋅ Xiaolong Fu ⋅ Jingling Fu ⋅ Xinyuan Shan ⋅ Shaojie Guo ⋅ Luohang Liu ⋅ Junshi Huang ⋅ Yan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Seed-Your-Motion: Householder Orthogonal Noise for Motion-Controllable Video Diffusion Models

In Sydney Poster Session 4

Tao Jun Lin ⋅ Jinhong Ni ⋅ Ruyi Zha ⋅ Yifu Wang ⋅ Xibin Song ⋅ Pan Ji ⋅ Hongdong Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multi-Level Alignment Framework for Long-Term Olfactory Neural Decoding

In Sydney Poster Session 4

Xu Bohao ⋅ Jiawei Zeng ⋅ Gang Yu ⋅ Lei Wang ⋅ Xiaoying Tang ⋅ Duanduan Chen ⋅ Tianyi Qian

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HyrCap: Hybrid Rank-Calibration of Action Proposals for Temporal Event Understanding

In Sydney Poster Session 4

Rui Chen ⋅ Xingyu Chen ⋅ Pengxin Xu ⋅ Kai Chen ⋅ Junzhi Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning

In Sydney Poster Session 4

Shin So ⋅ Kyelim Lee ⋅ Albert No

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees

In Sydney Poster Session 4

Christian J Lebeda ⋅ David Erb ⋅ Tudor Cebere ⋅ Aurélien Bellet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Language Model Memory and Memory Models for Language

In Sydney Poster Session 4

Benjamin L Badger

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy Gradient

In Sydney Poster Session 4

Changming Li ⋅ Kaixing Zhang ⋅ Yingdong Shi ⋅ Haoyun Xu ⋅ Zheng Zhang ⋅ Kaitao Song ⋅ Kan Ren

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Geometry-Constrained Kolmogorov–Arnold Networks: Learning Edge Geometry via Banach Duality

In Sydney Poster Session 4

Senanayak Sesh Kumar Karri

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Face Deepfake-aware Recovery via Semantic-driven Facial Representation-based Watermarking

In Sydney Poster Session 4

Yuan-Chih Chen ⋅ Chun-Shien Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Vermeer: Autoregressive generative modeling of microscopy predicts protein localization

In Sydney Poster Session 4

Sandeep Kambhampati ⋅ Eric Zimmermann ⋅ Emre Hayir ⋅ Kevin K Yang ⋅ Fei Chen ⋅ Alex X Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty

In Sydney Poster Session 4

Wenjing Tang ⋅ Jin Xuanjin ⋅ Yuan Liu ⋅ RenMing Huang ⋅ Cewu Lu ⋅ Panpan Cai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CELEUS: Certifiable and Efficient LLM Evaluation via E-Processes

In Sydney Poster Session 4

Zhijian Zhou ⋅ Zesheng Ye ⋅ Zhaorun Chen ⋅ Bo Li ⋅ Feng Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Explaining Cross-Modal Model Behavior with Gradient-Estimation-Based Feature Interaction

In Sydney Poster Session 4

Yi Cai ⋅ Xinpeng Li ⋅ Gerhard Wunder

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Veri-Sure: Multi-Agent RTL Code Generation with Temporal Tracing, Slicing and Formal Verification

In Sydney Poster Session 4

Jiale Liu ⋅ Taiyu Zhou ⋅ Tianqi Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Solver Trajectories to Teaching Trajectories: Cognition-Aligned Reasoning Distillation

In Sydney Poster Session 4

Yashuo Luo ⋅ Qianren Mao ⋅ ZiqiQin ⋅ Junnan Liu ⋅ Haitao Li ⋅ Qili Zhang ⋅ Yuan Gao ⋅ Zhijun Chen ⋅ Xu Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GraphUAT: Uncertainty Attribution in Graph Neural Networks

In Sydney Poster Session 4

Burouj Armgaan ⋅ Karan R Singh ⋅ Abhirup Mondal ⋅ Sayan Ranu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Thinking in Pictures: A Systematic Benchmark for Reasoning-driven Image Generation

In Sydney Poster Session 4

Yutong Liu ⋅ Nan Huang ⋅ Xu Cao ⋅ James Rehg

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning What to Forget: Improving LLM Unlearning via Learned Token-Level Importance

In Sydney Poster Session 4

Gizem Yüce ⋅ Giorgos Nikolaou ⋅ Nicolas Flammarion

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bridging CLIP with DINO: Cross-Modal Information Maximization for Online Test-Time Adaptation

In Sydney Poster Session 4

Taehooon Kim ⋅ Wonjun Hwang ⋅ Hyunsouk Cho

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HAMSTAR: Hamiltonian Structured Inter-Period Refinement for Long-Term Time Series Forecasting

In Sydney Poster Session 4

Seohyun Kim ⋅ Jaeyo Chang ⋅ Dong-Joon Lim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ST-DiffEye: Diffusion-based Continuous Gaze Generation via Joint Scanpath-Trajectory Modeling

In Sydney Poster Session 4

Brian Nlong Zhao ⋅ Ozgur Kara ⋅ Junho Kim ⋅ James Rehg

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PULSE: Identifying Demonstration-Utility Features with Sparse Autoencoders

In Sydney Poster Session 4

Chenduo Hao ⋅ Chuanbao Gao ⋅ Pinjun Zeng ⋅ Jingze Zhu ⋅ Liu Chonghan ⋅ Zidong Liu ⋅ Xu Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multi-view Relational Distillation for Spatial Reasoning with Vision-Language Models

In Sydney Poster Session 4

Kiet Nguyen ⋅ Hanbo Shim ⋅ Jinwoo Kim ⋅ Seunghoon Hong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Disentangled Multimodal Learning for Scalable Dynamic IR-Drop Analysis

In Sydney Poster Session 4

Yihan Wen ⋅ Su Zheng ⋅ Tianshu Hou ⋅ Shiping Wu ⋅ Yuzhou Feng ⋅ Bei Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DC-Ocean: Deep Latent Compression for Global High-Resolution Ocean Forecasting

In Sydney Poster Session 4

Yuxiang Li ⋅ Qiusheng Huang ⋅ Hao Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CruxBench: A Benchmark of Information Discovery

In Sydney Poster Session 4

Lina Piao ⋅ Amelia Hui Dai ⋅ Nick Merrill ⋅ Nadja Flechner ⋅ Ezra Karger ⋅ Haifeng Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?

In Sydney Poster Session 4

Yongqiang Chen ⋅ Gang Niu ⋅ James Cheng ⋅ Bo Han ⋅ Masashi Sugiyama

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AdapMatch: Adaptive Bias Decoupling for Semi-Supervised Partial Label Learning under Unknown Class Distributions

In Sydney Poster Session 4

Yuheng Jia ⋅ Yaodong Shen ⋅ Jiahao Jiang ⋅ Hui LIU ⋅ Junhui Hou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Towards Effective and Transferable Physical Camouflage against Multi-View BEV-based 3D Perception in Autonomous Driving

In Sydney Poster Session 4

Linye Lyu ⋅ Jiawei Zhou ⋅ Daojing He ⋅ YU LI

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Drift Q-Learning

In Sydney Poster Session 4

Achraf Anas El Houssaini ⋅ Mohamad Hosein Danesh ⋅ Amin Abyaneh ⋅ Scott Fujimoto ⋅ Hsiu-Chin Lin ⋅ David Meger

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Axiomatic Reinforcement Learning for Open Multi-Agent Systems from Shapley Axioms

In Sydney Poster Session 4

Jianhong Wang ⋅ Yang Li ⋅ Samuel Kaski ⋅ Jonathan Lawry

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Artificial Aphasias in Lesioned Language Models

In Sydney Poster Session 4

Nathan Roll ⋅ Jill Kries ⋅ Laura Gwilliams ⋅ Cory Shain

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ReFlex: Faithful Panorama Reconstruction from a Single Image with Reflections

In Sydney Poster Session 4

Yikai Pan ⋅ Zhiyuan Zhou ⋅ Yuxiang Yan ⋅ Xuetong Yang ⋅ Runhe Yang ⋅ Jian Pu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking

In Sydney Poster Session 4

Zhiwei Li ⋅ Lei Zhu ⋅ Hao Gu ⋅ Xiang Hu ⋅ Yan Wang ⋅ Haitao Mi ⋅ Sirui Han ⋅ Leo Liang ⋅ Zhijiang Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dynamical Adapter Fusion: Constructing A Global Adapter for Pre-Trained Model-based Class-Incremental Learning

In Sydney Poster Session 4

RuiQi Liu ⋅ Boyu Diao ⋅ Zijia An ⋅ Runjie Shao ⋅ Feixiang Ge ⋅ Zhulin An ⋅ Fei Wang ⋅ Yongjun Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PolyVision: Conditional Visual Scaling Via Dynamic Expert Routing For Vision-Centric MLLMs

In Sydney Poster Session 4

Tiehan Fan ⋅ Chen Zhao ⋅ Nikai Du ⋅ Zili Yi ⋅ Jian Yang ⋅ Ying Tai

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Joint Certification for Attributed Graphs: Beyond Topology-Only Robustness

In Sydney Poster Session 4

Blaise Delattre ⋅ Hengyu WU ⋅ Wei Yang Bryan Lim ⋅ Yang Cao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PACE-dLLM: Elastic Block Decoding via Confidence Cliff Estimation for Diffusion Language Models

In Sydney Poster Session 4

Xiaocheng Lu ⋅ Shuhan Guo ⋅ Ziyue Ma ⋅ Jie ZHANG ⋅ Jian Liu ⋅ Jingcai Guo ⋅ Haoxuan Che ⋅ Song Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Verified-Source Authority Is Not Generic Sycophancy: Cue-Family Decomposition of LLM Compliance

In Sydney Poster Session 4

Abhinav Rajeev Kumar ⋅ Paras Chopra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FaithSieve: Fine-Grained Evaluation of Math Proofs with Faithful Formal Evidence

In Sydney Poster Session 4

Ziyu Wang ⋅ Qiming Dai ⋅ Yishan Wu ⋅ Zaiwen Wen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Semantics-to-Contact: A Stagewise Framework for Robust Contact-Rich Manipulation

In Sydney Poster Session 4

Guanren Qiao ⋅ Ruixiang Ouyang ⋅ Sheng Xu ⋅ Yueci Deng ⋅ Yunxin Tai ⋅ Kui Jia ⋅ Guiliang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Hearing the Unspoken: Simulator-Induced Asymmetric-View Policy Optimization for Proactive Task-Oriented Dialogue

In Sydney Poster Session 4

Hongbin Zhang ⋅ Ning Gao ⋅ Yuqin Dai ⋅ Ruiyuan Wu ⋅ Jinpeng Wang ⋅ Rena Gao ⋅ Bingdong Tan ⋅ Shuzheng Gao ⋅ Chaozheng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Predictive Concept Decoders: Training Scalable End-to-End Interpretability Assistants

In Sydney Poster Session 4

Vincent Huang ⋅ Dami Choi ⋅ Daniel D Johnson ⋅ Sarah Schwettmann ⋅ Jacob Steinhardt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs

In Sydney Poster Session 4

Trung Nguyen ⋅ Yiming Gao ⋅ Fanyi Pu ⋅ Kaichen Zhang ⋅ Shuo Sun ⋅ Ziwei Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Intervention-Guided Image-Free Classifier Expansion for Fine-Grained Recognition

In Sydney Poster Session 4

Xiangyu Wang ⋅ Changxin Rong ⋅ Yanze Gao ⋅ Lyuzhou Chen ⋅ Xiren Zhou ⋅ Huanhuan Chen

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Co-Evolving Policy Distillation

In Sydney Poster Session 4

Naibin Gu ⋅ Chenxu Yang ⋅ Qingyi Si ⋅ Chuanyu Qin ⋅ Dingyu Yao ⋅ Peng Fu ⋅ Zheng Lin ⋅ Weiping Wang ⋅ Nan Duan ⋅ Jiaqi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AffordSim: A Scalable Data Generator and Benchmark for Affordance-Aware Robotic Manipulation

In Sydney Poster Session 4

Mingyang Li ⋅ Haofan Xu ⋅ Haowen Sun ⋅ Xinzhe Chen ⋅ Sihua Ren ⋅ Liqi Huang ⋅ Chenyang Miao ⋅ Xinyang Sui ⋅ jiawei Ye ⋅ Qiongjie Cui ⋅ Zeyang Liu ⋅ Xingyu Chen ⋅ Xuguang Lan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Disambiguating 2D-3D Correspondences in Gaussian Splatting-based Feature Fields for Visual Localization

In Sydney Poster Session 4

Miso Lee ⋅ Sangeek Hyun ⋅ Yerim Jeon ⋅ Jae-Pil Heo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence

In Sydney Poster Session 4

Itay Lavie ⋅ Kirsten Fischer ⋅ Andrey Lekov ⋅ Frederic Van Maele ⋅ Zohar Ringel ⋅ Moritz Helias

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Breaking $\textit{Winner-Takes-All}$: Cooperative Policy Optimization Improves Diverse LLM Reasoning

In Sydney Poster Session 4

Haoxuan Chen ⋅ Tianming Liang ⋅ Wei-Shi Zheng ⋅ Jian-Fang Hu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cross-Layer Evolution Graph Learning for Fine-grained VLM Hallucination Detection

In Sydney Poster Session 4

Shaoxuan Li ⋅ Shiliang Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Drifting Field Policy: Wasserstein Gradient Flow on Policy Space for Offline-to-Online RL

In Sydney Poster Session 4

Juil Koo ⋅ Mingue Park ⋅ Jiwon Choi ⋅ Yunhong Min ⋅ Minhyuk Sung

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PreDiff: Sequential Recommendation by Denoising Preference Distributions

In Sydney Poster Session 4

Yaoqi Chen ⋅ Jianjin Zhang ⋅ Qi Chen ⋅ Weihao Han ⋅ Yujing Wang ⋅ Hao Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

POST: Progressive Object-Slot Tokenization for Multimodal Large Language Models

In Sydney Poster Session 4

Junyu Zhou ⋅ han li ⋅ Wenrui Dai ⋅ Fan He ⋅ Ziyang Zheng ⋅ Hang Xu ⋅ Chenglin Li ⋅ Junni Zou ⋅ Hongkai Xiong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Do We Really Need Diffusion for Generative Object Detection? A Minimal Prototype Perspective

In Sydney Poster Session 4

Yu Hong ⋅ Xiaosong Jia ⋅ Yihan Wang ⋅ Wenlong Liao ⋅ Tao He ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AdaCodec: A Predictive Visual Code for Video MLLMs

In Sydney Poster Session 4

Haowen Hou ⋅ Zhen Huang ⋅ Zheming Liang ⋅ Qingyi Si ⋅ Chenglin Li ⋅ Shuai Dong ⋅ Kele Shao ⋅ Ruilin Li ⋅ Dianyi Wang ⋅ Nan Duan ⋅ Jiaqi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PCBInnoBench: Benchmarking LLM Agents on Real-World PCB Design

In Sydney Poster Session 4

Fuyuan Xia ⋅ Jiaxin Hu ⋅ Kewei Yu ⋅ Zihan Zhang ⋅ Zheng wei ⋅ Hehan Liang ⋅ Xianyue Chen ⋅ Tongze Zhang ⋅ Xingbo Feng ⋅ Shixiong Kai ⋅ Zhentao Tang ⋅ Yuqi Cui ⋅ Mingxuan Yuan ⋅ Linfeng Zhang ⋅ Qibing Ren ⋅ Junchi Yan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Point Tracking Improves World Action Models

In Sydney Poster Session 4

Jiarui Guan ⋅ Wenshuai Zhao ⋅ Yue Pei ⋅ Ziliang Chen ⋅ Arno Solin ⋅ Juho Kannala

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reason in the Words You Speak: Idiolectal Paraphrasing Off-Policy Traces for Reasoning Distillation in VideoLLMs

In Sydney Poster Session 4

Ji Soo Lee ⋅ Jinyoung Park ⋅ Seohyun Lee ⋅ Jongha Kim ⋅ Joonmyung Choi ⋅ Jinsung Yoon ⋅ Hyunwoo J. Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VeriVul: A Verification-Guided Framework for Generating Realistic Vulnerability Benchmarks

In Sydney Poster Session 4

Ahmed Lekssays ⋅ Hamza Mouhcine ⋅ Issa Khalil

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet

In Sydney Poster Session 4

Zeyuan Hu ⋅ Noah Brenowitz ⋅ Akshay Subramaniam ⋅ Jaideep Pathak ⋅ Tao Ge ⋅ Mohammad S Abbas ⋅ Suman Ravuri ⋅ Karthik Kashinath ⋅ Noel Keen ⋅ Naser Mahfouz ⋅ Peter Caldwell ⋅ Mike Pritchard

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Incompleteness: Formalizing Protocol Divergence and Train-Once Learning for Robust IMVC

In Sydney Poster Session 4

HAOLU LIU ⋅ XIYUE WANG ⋅ Xuanting Xie ⋅ Liangjian Wen ⋅ Zhao Kang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Temperature-Regulated Stochastic Sampling for Diffusion-Based High-Quality Molecular Generation

In Sydney Poster Session 4

Yuyan Ni ⋅ Haoming Kong ⋅ Bo Qiang ⋅ Yanjing Li ⋅ Xin Hong ⋅ Shikun Feng ⋅ Wen Yan ⋅ Yanyan Lan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

HRIL: Isolating Multimodal Synergy via Higher-Order Dependence

In Sydney Poster Session 4

Qun Dai ⋅ Liangjian Wen ⋅ Jiang Duan ⋅ Yong Dai ⋅ Dongkai Wang ⋅ Maolin Wang ⋅ Mingjie Wang ⋅ Jianzhuang Liu ⋅ HE YAN ⋅ Zhao Kang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Small to Large: Cross-Scale Graph Domain Adaptation via Local-Global Structural Alignment

In Sydney Poster Session 4

Ruiyi Fang ⋅ Gezheng Xu ⋅ QIUHAO Zeng ⋅ Zihao Jing ⋅ Jiale Cai ⋅ Zhihao Li ⋅ Hao Zheng ⋅ Xuanting Xie ⋅ Shuo Wang ⋅ Bingheng Li ⋅ RUIZHI PU ⋅ Zhao Kang ⋅ Charles Ling ⋅ Boyu Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VeriScope: Measuring Verification-Ready Verilog Artifacts

In Sydney Poster Session 4

Wei Zhang ⋅ Jian Yang ⋅ jiajun wu ⋅ Junhang Cheng ⋅ Chufan He ⋅ Yihang Lou ⋅ Xianglong Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient Variational Inference for Log-Gaussian Cox Processes via Voronoi Tessellation

In Sydney Poster Session 4

Yanshuo Liu ⋅ Jiaheng Qu ⋅ Sha Cao ⋅ Chi Zhang ⋅ Nan Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SynBench: A Benchmark for Differentially Private Text Generation

In Sydney Poster Session 4

Yidan Sun ⋅ Viktor Schlegel ⋅ Srinivasan Nandakumar ⋅ Iqra Zahid ⋅ Yuping Wu ⋅ Yulong Wu ⋅ Hao Li ⋅ Jie Zhang ⋅ Warren Del-Pinto ⋅ Goran Nenadic ⋅ Siew Kei Lam ⋅ Anil A Bharath

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SymDrift: One-Shot Generative Modeling under Symmetries

In Sydney Poster Session 4

Samir Darouich ⋅ Vinh Tong ⋅ Lluis Pastor Perez ⋅ Tanja Bien ⋅ Loay Mualem ⋅ Mathias Niepert

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fine-tuning language encoding models on slow fMRI improves prediction for fast ECoG

In Sydney Poster Session 4

Aditya Vaidya ⋅ Richard Antonello ⋅ Alexander Huth

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distributionally Robust Mixture-of-Experts Training

In Sydney Poster Session 4

Xin Teng ⋅ Muxiao Li ⋅ Hongyi Wen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AsymPipe: Accelerating Large-scale DiTs Image Editing via Asymmetry-Aware Pipeline Parallelism

In Sydney Poster Session 4

Huage Deng ⋅ LYU WENKAI ⋅ WU YONGJIN ⋅ Tianyang Zheng ⋅ heng Guo ⋅ Fangyun Zhou ⋅ Yu Shi ⋅ Wenxi Zhu ⋅ Minwen Deng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BEAGLE: Behavior-Enforced Agent for Grounded Learner Emulation

In Sydney Poster Session 4

Hanchen D Wang ⋅ Clayton Cohn ⋅ Zifan Xu ⋅ Siyuan Guo ⋅ Gautam Biswas ⋅ Meiyi Ma

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Unified Framework for Image-to-3D Part Generation via Variable Granularity

In Sydney Poster Session 4

Qiwen Gu ⋅ Xin Zhou ⋅ Xiwu Chen ⋅ Zhongyang Zhu ⋅ Zhuo Zhang ⋅ Junqiao Zhao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ExtrapAir: Air Quality Inference at Unmonitored Locations via Weather-Bridged Spatial Attention

In Sydney Poster Session 4

Gaoyun Lin ⋅ Binwu Wang ⋅ Zhengyang Zhou ⋅ Yang Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GeoRad-3D: Factorized Geometry Transport and Residual Radiometry for 3D Radar Nowcasting

In Sydney Poster Session 4

YITING LI ⋅ Zihan Zhou ⋅ Shengkai Chen ⋅ Jing Zhang ⋅ Jianyu Liang ⋅ Ka W CHUI ⋅ Chen Chen ⋅ Fayao Liu ⋅ Yifang Yin ⋅ Shili Xiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

P$^{3}$: Joint Program-and-Proof Planning\\ for Verified Code Generation

In Sydney Poster Session 4

Zenan Li ⋅ Ziran Yang ⋅ Peiyang Song ⋅ Zhaoyu Li ⋅ Kaiyu Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Can LLMs explain themselves truthfully with code?

In Sydney Poster Session 4

Nhi Nguyen ⋅ Shauli Ravfogel ⋅ Rajesh Ranganath

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs

In Sydney Poster Session 4

Hoigi Seo ⋅ Byung Hyun Lee ⋅ Minjun Kim ⋅ Dohyun Mah ⋅ Jongho Lee ⋅ Se Young Chun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FA-LAM: Focus-Aware Large Avatar Model for One-Shot 4D Animatable Gaussian Head

In Sydney Poster Session 4

Yingdong Hu ⋅ Yisheng He ⋅ Yiming Jiang ⋅ Zehong Lin ⋅ Steven Hoi ⋅ Jun Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OASIS: Observation-Action Space Alignment via SE(3) Trajectory Prediction for Robotic Manipulation

In Sydney Poster Session 4

Xinzhe Chen ⋅ Sihua Ren ⋅ Liqi Huang ⋅ Haowen Sun ⋅ Mingyang Li ⋅ Xingyu Chen ⋅ Zeyang Liu ⋅ Xuguang Lan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cite What You Explore: Budget-Aware LLM Reasoning over Medical KGs with Verifiable Evidence

In Sydney Poster Session 4

Chen Chen ⋅ Dongjie Wang ⋅ Mei Liu ⋅ Zijun Yao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MaPP: A Unified Marginalized Posterior-Predictive Framework for Data-Efficient RLVR

In Sydney Poster Session 4

YangYang Ren ⋅ Haodong Zhu ⋅ Sheng Xu ⋅ Yanjing Li ⋅ Nikolai Y Zolotykh ⋅ Wentao Zhang ⋅ Baochang Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AccelEval: A Whole-Program Benchmark for LLM-Generated CPU-to-GPU Code Acceleration

In Sydney Poster Session 4

Chendong Song ⋅ Tianci Bu ⋅ Meixuan Wang ⋅ Zijie Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Improving Neural Processes in the Low-Data Regime via Context-Subset Training and Self-Distillation

In Sydney Poster Session 4

Hyungi Lee ⋅ Jangho Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ManiFusion: Unlocking High-Throughput Generation via Superposition in Manifold Space

In Sydney Poster Session 4

Minkyu Kim ⋅ Baekseung Kim ⋅ Junhoo Lee ⋅ Jangho Kim ⋅ Nojun Kwak

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

When Language Overrules: Revealing Text Dominance in Multimodal Large Language Models

In Sydney Poster Session 4

Huyu Wu ⋅ Meng Tang ⋅ Xinhan Zheng ⋅ Duo Su ⋅ Haiyun Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TOM-Pruning: Target-aware Output Manifold for LLM Pruning

In Sydney Poster Session 4

Junchen Hao ⋅ Weikang Meng ⋅ Yingjian Li ⋅ Zheng Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

UnlearningSoup: Is Repeated Tuning Necessary for Large Language Model Unlearning?

In Sydney Poster Session 4

Puning Yang ⋅ Qizhou Wang ⋅ Junchi Yu ⋅ Bo Han ⋅ Xiuying Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DRIVE: Fine-tuning via Data Contribution- and Diversity-aware Weighting with Prior Regularization

In Sydney Poster Session 4

qing liu ⋅ Xinrui Chen ⋅ Weiyao Zhu ⋅ Yi Du ⋅ Ou Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Parallel Multi-Agent Systems: A Cost-Aware Framework for Efficient Coordination

In Sydney Poster Session 4

Yexiong Lin ⋅ Shanshan Ye ⋅ Yu Yao ⋅ Zhen Fang ⋅ Bo Han ⋅ Tongliang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Flow Map Language Models: One-step Language Modeling via Continuous Denoising

In Sydney Poster Session 4

Chanhyuk Lee ⋅ Jaehoon Yoo ⋅ Manan Agarwal ⋅ Sheel Shah ⋅ Jerry Y Huang ⋅ Aditi Raghunathan ⋅ Seunghoon Hong ⋅ Nicholas Boffi ⋅ Jinwoo Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

dMoE: dLLMs with Learnable Block Experts

In Sydney Poster Session 4

Sicheng Feng ⋅ Zigeng Chen ⋅ Gongfan Fang ⋅ Xinyin Ma ⋅ Xinchao Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OrangeTree: A Linear and Tree-based Time Series Forecasting Model Supporting Multiple Input and Output Lengths

In Sydney Poster Session 4

Yiqi Tang ⋅ Zhichen Lai ⋅ Yuxuan Yang ⋅ Dalin Zhang ⋅ Jinpeng Chen ⋅ Gang Chen ⋅ Huan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Efficient Prediction of Pass@k Scaling in Large Language Models

In Sydney Poster Session 4

Joshua Kazdan ⋅ Colin Sullivan ⋅ Rylan Schaeffer ⋅ Youssef Allouah ⋅ Kyssen Yu ⋅ Noam Levi ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exploring Multi-Order Self-Similarity for Motion Understanding

In Sydney Poster Session 4

Manjin Kim ⋅ Heeseung Kwon ⋅ Karteek Alahari ⋅ Minsu Cho

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Principled Policy Optimization for LLMs via Self-Normalized Importance Sampling

In Sydney Poster Session 4

Huiyang Shao ⋅ Xintong Zhang ⋅ Junyi Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Diffusion LLMs are Natural Adversaries for any LLM

In Sydney Poster Session 4

David Lüdke ⋅ Tom Wollschläger ⋅ Paul Ungermann ⋅ Stephan Günnemann ⋅ Leo Schwinn

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learnable Spectral Activations

In Sydney Poster Session 4

Tamir Shor ⋅ Or Litany ⋅ Alex M Bronstein

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting

In Sydney Poster Session 4

Laura Lützow ⋅ Simone Garatti ⋅ Marco Campi ⋅ Lars Lindemann ⋅ Matthias Althoff

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Leak-CURBER: A Leakage-Controlled Multimodal Evaluation Benchmark for Enzymatic Reaction Tasks

In Sydney Poster Session 4

Adhil Ahmed P M Shums ⋅ Roshan Balaji ⋅ Nirav Bhatt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Aligning Inductive Bias for Data-Efficient Generalization in State Space Models

In Sydney Poster Session 4

Qiyu Chen ⋅ Guozhang Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Nature3D-AD: Geometry-Aware Feature Learning for Natural-Growth 3D Anomaly Detection

In Sydney Poster Session 4

Jian Ning ⋅ Qin Zou ⋅ Linchun Wu ⋅ Kunmo Li ⋅ Chi Chen ⋅ Zhen Dong ⋅ Bisheng Yang ⋅ Qingquan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MoCA: Mixture-of-Components Attention for Scalable Compositional 3D Generation

In Sydney Poster Session 4

Zhiqi Li ⋅ Wenhuan Li ⋅ Tengfei Wang ⋅ Zhenwei Wang ⋅ Junta Wu ⋅ Haoyuan Wang ⋅ Yunhan Yang ⋅ Zehuan Huang ⋅ YANG LI ⋅ Chunchao Guo ⋅ Peidong Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WorldVLA: A Unified Vision-Language-Action and World Model

In Sydney Poster Session 4

Jun CEN ⋅ Siteng Huang ⋅ Yuqian Yuan ⋅ Kehan Li ⋅ Hangjie Yuan ⋅ Chaohui Yu ⋅ Bohan Hou ⋅ Yuming Jiang ⋅ Jiayan Guo ⋅ Xin Li ⋅ Hao Luo ⋅ Fan Wang ⋅ Deli Zhao ⋅ Hao Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mutual Predictability Decomposition: Learning Interpretable Cross-Set Structure via Bi-Directional Prediction

In Sydney Poster Session 4

Zixi Qin ⋅ Wanqing Li ⋅ Yuanhao Zhuo ⋅ Guoxin Su

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Which Pairs Should We Compare for DPO?

In Sydney Poster Session 4

Vineet Goyal ⋅ Jiangze Han ⋅ Will Ma

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SpectralKV: Redundancy-Aware KV Cache Compression via Spectral Coreset Selection

In Sydney Poster Session 4

Fangming Zhao ⋅ Fulun Ye ⋅ Xiaofei Yue ⋅ Ziming Zhao ⋅ Yu Peng ⋅ Junyu Chen ⋅ Tingting Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

T2V-AttnDisrupt: Inducing Hallucinations in LVLMs via Misrouting Visual Evidence Retrieval

In Sydney Poster Session 4

Yuran Bian ⋅ Xiaoyan Wang ⋅ Conghui Zheng ⋅ Xiaohan Zhang ⋅ Li Pan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Deep Heteroskedastic Regression: Post-Hoc Variance Estimation from Latent Representations

In Sydney Poster Session 4

Mikkel Jordahn ⋅ Jonas Vestergaard Jensen ⋅ James Harrison ⋅ Michael Andersen ⋅ Mikkel Schmidt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WAXAL: A Large-Scale Multilingual African Language Speech Corpus

In Sydney Poster Session 4

MohamedElfatih MohamedKhair ⋅ Emmanuel Asiedu Brempong ⋅ Subhashini Venugopalan ⋅ Abdoulaye Diack ⋅ Perry Nelson ⋅ Mireku ⋅ Tavonga Siyavora ⋅ Pooja Rao ⋅ Uche Okonkwo ⋅ Angela Nakalembe ⋅ Abhishek Bapna ⋅ Aisha Walcott-Bryant

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SCHOLARPEER: A Multi-Agent Framework for Automated Peer Review

In Sydney Poster Session 4

Palash Goyal ⋅ Mihir Parmar ⋅ Yiwen Song ⋅ Hamid Palangi ⋅ Tomas Pfister ⋅ Jinsung Yoon

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VI-Bench: Benchmarking Prompt Inversion from AIGC Videos

In Sydney Poster Session 4

Xie ⋅ Rui Zhao ⋅ Kecen Li ⋅ Xiujin Liu ⋅ Bokang Zhang ⋅ Zheng Liu ⋅ Xinwen Hou ⋅ Chen GONG

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Welfare, Improvability, and Variance: A Principal-Agent Approach to Optimal Benchmark Item Aggregation

In Sydney Poster Session 4

Andreas Haupt ⋅ Justin Hartenstein ⋅ Anka Reuel-Lamparth ⋅ Mykel J Kochenderfer ⋅ Sanmi Koyejo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking Projector Training in Multimodal LLMs

In Sydney Poster Session 4

Fabian Gröger ⋅ Naël Ouerghemi ⋅ Shuo Wen ⋅ Maria Brbic

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler

In Sydney Poster Session 4

Sahil Akhtar ⋅ Aymane El Gadarri ⋅ Vivek Farias ⋅ Adam Jozefiak

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MARS: Multi-resolution Adaptive Routing for Sequential Recommendation

In Sydney Poster Session 4

Ming Yin ⋅ Sixun Dong ⋅ Yudong Liu ⋅ Wenyun Yang ⋅ Yunjiang Jiang ⋅ Yiran Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning

In Sydney Poster Session 4

Zhengyang Zhao ⋅ Lu Ma ⋅ Wentao Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MedIGen: Reliable Medical Illustration Generation via Interleaved Introspective Reasoning

In Sydney Poster Session 4

Rongsheng Wang ⋅ Hongru Zhou ⋅ Ruizhe Zhou ⋅ HAOMING CHEN ⋅ Zhenyang Cai ⋅ Junying Chen ⋅ Minghao Wu ⋅ Yaofei Duan ⋅ Ziyi Zeng ⋅ Benyou Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Provable Pruning for Efficient 3D Gaussian Splatting via Coresets

In Sydney Poster Session 4

Waseem Mussa ⋅ Alaa Maalouf

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DegradeQuery: Counterfactual Tuple Pretraining for Context-Aware PROTAC Degradation Prediction

In Sydney Poster Session 4

Dong Xu ⋅ Zhangfan Yang ⋅ Jiantao Wu ⋅ Zexuan Zhu ⋅ Jianqiang Li ⋅ Junkai Ji

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CAIRN: Cross-Room 3D Scene Understanding with Topology-Aware Large Multimodal Models

In Sydney Poster Session 4

He Liang ⋅ Chenyang Ma ⋅ Yiming Zhang ⋅ Sangyun Shin ⋅ Andrew Markham ⋅ Niki Trigoni ⋅ Yuhang He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DualSAT: A Dual-Branch GNN-Transformer Framework for SAT Solving

In Sydney Poster Session 4

Wenzhu Yang ⋅ Zhanshan Li ⋅ Jingyao Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PAPO-VLA: Planning-Aware Policy Optimization for Vision-Language-Action Models

In Sydney Poster Session 4

Peizheng Guo ⋅ Jingyao Wang ⋅ Changwen Zheng ⋅ Wenwen Qiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MindShape: Superquadric-Constrained High-Fidelity 3D Reconstruction from fMRI

In Sydney Poster Session 4

Xiaoquan Shen ⋅ Ming Li ⋅ Jianxiong Gao ⋅ Jiaxuan Chen ⋅ Xiangru Huang ⋅ Yanwei Fu ⋅ Gang Pan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Outcome: Trajectory-Driven Prompt Optimization via Multi-Dimensional Rewards

In Sydney Poster Session 4

Zhixiang Liang ⋅ Yixiang Huang ⋅ CHENJING CAI ⋅ Hao Wu ⋅ Peihang Liu ⋅ Qi Liu ⋅ Qiqi Zhong ⋅ Jiuchong Gao ⋅ Jinghua Hao ⋅ Renqing He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

What does a Bayes-filtered transformer believe? A predictive Monte Carlo approach

In Sydney Poster Session 4

Afiq Abdillah Effiezal Aswadi ⋅ Haotong Ma ⋅ Susan Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Self-Programmed Execution for Language-Model Agents

In Sydney Poster Session 4

Luke J O'Connor

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Training-Free Cultural Alignment of Large Language Models via Persona Disagreement

In Sydney Poster Session 4

Dao S Minh ⋅ Trung-Kiet Huynh ⋅ Chi Nguyen Tran ⋅ Phu-Quy Nguyen-Lam ⋅ Phu-Hoa Pham ⋅ Tuan Nguyen ⋅ The Anh Han ⋅ Long Tran-Thanh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning to Read Out: Unembedding Dynamics in Language Model Pretraining

In Sydney Poster Session 4

Matteo He ⋅ William Shen ⋅ Alexandru-Andrei Iacob ⋅ Andrej Jovanović ⋅ Xinchi Qiu ⋅ Nicholas Lane

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MCAS: Signal-Processing-Based Multi-View Contrastive Learning for Acoustic Sensing

In Sydney Poster Session 4

Bingzhi Wang ⋅ Jiajun Yu ⋅ Dengke Zhong ⋅ Jiaming Liu ⋅ Xiong Li ⋅ Hongbo Liu ⋅ Jie Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Subliminal Learning Is Steering Vector Distillation

In Sydney Poster Session 4

Camila Blank ⋅ Agam Bhatia ⋅ Senthooran Rajamanoharan ⋅ Arthur Conmy ⋅ Neel Nanda

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors

In Sydney Poster Session 4

Keming Wu ⋅ Yijing Cui ⋅ Wenhan Xue ⋅ Qijie Wang ⋅ Xuan Luo ⋅ ZhiYuan Feng ⋅ Zuhao Yang ⋅ Sudong Wang ⋅ Sicong Jiang ⋅ Haowei Zhu ⋅ Zihan Wang ⋅ Ping Nie ⋅ Wenhu Chen ⋅ Bin Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DisCoMBO: Steering Expert-in-the-Loop Black Box Optimization via Distributional Conformance

In Sydney Poster Session 4

Jonas Seng ⋅ Bennet Wittelsbach ⋅ Kristian Kersting

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MEV: A Multi-Event Video Dataset for Long-Take Generation

In Sydney Poster Session 4

Peiyuan Zhu ⋅ Shaoan Xie ⋅ Yifan Shen ⋅ Wen Tian ⋅ Zijian Li ⋅ Guangyi Chen ⋅ Kun Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Self-Adjoint Flow Policy Optimization

In Sydney Poster Session 4

Guojian Zhan ⋅ Feihong Zhang ⋅ Likun Wang ⋅ Xiangteng Zhang ⋅ Letian Tao ⋅ Tianyi Zhang ⋅ Wenxin Zhao ⋅ yinuo Wang ⋅ Tianze Zhu ⋅ Jingliang Duan ⋅ Yang Guan ⋅ Shengbo Eben Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RePiD: Efficient Recursive Pixel-Space Diffusion via Hierarchical Patch Denoising

In Sydney Poster Session 4

Duoyou Chen ⋅ Yaxue Guo ⋅ Can Zhang ⋅ Cheng Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RESIST: Resilient Decentralized Learning Using Consensus Gradient Descent

In Sydney Poster Session 4

Cheng Fang ⋅ Rishabh Dixit ⋅ Waheed Bajwa ⋅ Mert Gurbuzbalaban

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback

In Sydney Poster Session 4

Huaisong Zhang ⋅ Hao Yu ⋅ Yuxuan Zhang ⋅ Jiahe Wang ⋅ Xinrui Chen ⋅ Haoxiang Cao ⋅ Feng Lu ⋅ Wendong Zhang ⋅ Changqian Yu ⋅ Chun Yuan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SAGE: Scalable Automated Robustness Augmentation for LLM Knowledge Evaluation

In Sydney Poster Session 4

Xiaoyuan Li ⋅ Yuzhe Wang ⋅ Moxin Li ⋅ Keqin Bao ⋅ Rui Men ⋅ Yichang Zhang ⋅ Dayiheng Liu ⋅ Wenjie Wang ⋅ Fuli Feng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Computational Depth Predicts Quantization Sensitivity in Multimodal Models

In Sydney Poster Session 4

Dongnan Gui ⋅ Ruizhe Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EvoCodeBench: Evaluating Coding Agents in Multi-Turn Iterative Interactions

In Sydney Poster Session 4

Haiyang SHEN ⋅ Xuanzhong Chen ⋅ Wendong XU ⋅ Yun Ma ⋅ Liang Chen ⋅ Kuan Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CARD: Internalizing Expert Critique into Reinforcement Learning for Deep Search

In Sydney Poster Session 4

Yanyu Zhu ⋅ Hoilam Pao ⋅ Zhaoyu Hu ⋅ Yufei zhang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Dongnian Wang ⋅ Hai-Tao Zheng ⋅ Hong-Gee Kim ⋅ Shaoxiong Zhan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MemeEconomy : Do LLM Agents Trade Ethics for Survival?

In Sydney Poster Session 4

Syed Nazmus Sakib ⋅ Nafiul Haque ⋅ Ahnaf Manan ⋅ M. M MORSHED ⋅ Shifat E. Arman

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DSBTR: A Diffusion Schrödinger Bridge Trajectory Refiner for Multi-Agent Trajectory Prediction

In Sydney Poster Session 4

Yuxi Xue ⋅ Xiangzheng Zhou ⋅ Xiaobo Chen ⋅ Jianjun Qian ⋅ Jian Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Fast and slow gradient descent dynamics of logistic regression through weak alignment

In Sydney Poster Session 4

Han Bao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Safe-Fair MACPO: Burden-Fair Constrained Policy Optimization for Safe Multi-Agent Reinforcement Learning

In Sydney Poster Session 4

Ankita Kushwaha ⋅ KIRAN RAVISH ⋅ Preeti ⋅ Pawan Kumar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sustainability in the Loop: AI Model Development Should Be Multi-Objective

In Sydney Poster Session 4

Matteo Mugnai ⋅ Francesco Pistolesi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Knowledge Transfer Scaling Laws for 3D Medical Imaging

In Sydney Poster Session 4

Ho Hin Lee ⋅ Dongna Du ⋅ Chu Wang ⋅ Yuankai Huo ⋅ Shi Gu ⋅ James Gee ⋅ Yifan Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Scene-Grounded Interaction Priors for Scene-Aware Human Motion Prediction

In Sydney Poster Session 4

Donghyeon Soon ⋅ Yoon JI- Il ⋅ Hyeondong Kim ⋅ Daehee Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning

In Sydney Poster Session 4

Mengdi Liu ⋅ Chenghao Jia ⋅ Hong Chang ⋅ Shiguang Shan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Affine-invariant Cubic Newton with Weak Learners

In Sydney Poster Session 4

Nikita Zozoulenko ⋅ Daniel Falkowski ⋅ Thomas Cass ⋅ Lukas Gonon

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Alternation Depth Principle for Neural Operator Design

In Sydney Poster Session 4

Haoze Song ⋅ Zhilu Lai ⋅ Wei Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Bridging Compute- and Data-Optimal Pretraining

In Sydney Poster Session 4

Tian Qin ⋅ Kimia Hamidieh ⋅ David Alvarez-Melis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

GEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal Alignment

In Sydney Poster Session 4

Yu Yongkang ⋅ Haobo Wang ⋅ Meng Chen ⋅ Han Fang ⋅ Xin Wei ⋅ Zhiyu Lin ⋅ Ye Yuan ⋅ Chiming Duan ⋅ Hao Sun ⋅ Haiyang Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring

In Sydney Poster Session 4

Weixin Guan ⋅ Liang Li ⋅ Jiapeng Liu ⋅ Bing Li ⋅ Peng Fu ⋅ Chengyang Fang ⋅ Xiaoshuai Hao ⋅ Can Ma ⋅ Weiping Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OmniToM: Benchmarking Theory of Mind in LLMs via Explicit Belief Modeling

In Sydney Poster Session 4

Adam Bawatneh ⋅ Sagar Sapkota ⋅ Amrit Singh Bedi ⋅ Santu Karmaker ⋅ Mubarak Shah

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rethinking "RL Generalizes, SFT Memorizes": The Role of SFT Data

In Sydney Poster Session 4

Yunlong Hou ⋅ Fengzhuo Zhang ⋅ Yuan Cheng ⋅ Jiachun Pan ⋅ Xingyao Li ⋅ Zhuoran Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Before It Fades: Reinforcing Temporal Representations at Inference Time in VideoLLMs

In Sydney Poster Session 4

Youngwoo Shin ⋅ Yusung Ro ⋅ Minseo Kim ⋅ Junmo Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PP-Mark: Provable and Publicly Verifiable Watermarking for Generative AI

In Sydney Poster Session 4

Hankyeong Ko ⋅ Taehoon Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Distill to Think, Foresee to Act: Cognitive-Physical Reinforcement Learning for Autonomous Driving

In Sydney Poster Session 4

Yang Wu ⋅ Qiang Meng ⋅ Zhaojiang Liu ⋅ Youquan Liu ⋅ Jian Yang ⋅ Jin Xie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Discrete Diffusion Playground: A 2D Benchmark for Discrete Generative Models

In Sydney Poster Session 4

Justin Shao ⋅ Sihyun Park ⋅ David Koes ⋅ Maria Chikina

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate

In Sydney Poster Session 4

Haocheng Ye ⋅ Aoting Hu ⋅ Xinwei Zhang ⋅ Xunzhu Tang ⋅ Shuchao Pang ⋅ Minhui Xue

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Position: Adopt Constraints Over Fixed Penalties in Deep Learning

In Sydney Poster Session 4

Juan Ramirez ⋅ Seyed Meraj Hashemizadehaghda ⋅ Simon Lacoste-Julien

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AMGenC: Generating Charge Balanced Amorphous Materials

In Sydney Poster Session 4

Yan Lin ⋅ Jilin Hu ⋅ N M Anoop Krishnan ⋅ Morten Smedskjaer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning

In Sydney Poster Session 4

xiao chen ⋅ Dong Fang ⋅ Haitao Li ⋅ Qing Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Approximation of Maximally Monotone Operators : A Graph Convergence Perspective

In Sydney Poster Session 4

Takashi Furuya ⋅ Yury Korolev ⋅ Takaharu Yaguchi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reinforcement Learning Agents Are Swimmers

In Sydney Poster Session 4

Juan Rojas ⋅ Jacob Adamczyk ⋅ Abhishek Naik ⋅ Volodymyr Makarenko ⋅ Gautham Vasan ⋅ Nikhil Mukund ⋅ Stas Tiomkin ⋅ Rahul Kulkarni ⋅ Chi-Guhn Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STEER: Route-Aware Adaptive Reasoning for Autonomous Driving

In Sydney Poster Session 4

yangang Zou ⋅ Pei Liu ⋅ Nan Song ⋅ Bozhou Zhang ⋅ Mingyu Guo ⋅ Jun Ma ⋅ Jiankang Deng ⋅ Xiatian Zhu ⋅ Li Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exposing and Mitigating Temporal Attack in Deepfake Video Detection

In Sydney Poster Session 4

Zheyuan Gu ⋅ Minghao Shao ⋅ Zhen Wang ⋅ Keyu Mao ⋅ Ailiang Lin ⋅ Shijie Zhang ⋅ hao jiang ⋅ mingyou liang ⋅ Mingkun Xu ⋅ Yusong Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Standardization of Post-Publication Code Verification is Possible with the Support of the Community

In Sydney Poster Session 4

Susana López-Moreno ⋅ Eric R Dolores-Cuenca ⋅ Sangil Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Prism: Harmonizing Missing Modalities via Implicit Structural Alignment on Lightweight Pulse RWKV for Multimodal Crack Segmentation

In Sydney Poster Session 4

Hui Liu ⋅ Chen Jia ⋅ Fan Shi ⋅ Xu Cheng ⋅ Mianzhao Wang ⋅ Jiangpeng Zheng ⋅ Shengyong Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

XTraj: A Coarse-to-Fine Autoregressive Framework for Transferable Trajectory Generation

In Sydney Poster Session 4

wang chao ⋅ ZHIQUAN LAI ⋅ Xinwei Fang ⋅ Yuanshao Zhu ⋅ Xun Zhou ⋅ James Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RoPE Is Not a Proper Relative Position Embedding

In Sydney Poster Session 4

Yui Oka ⋅ Kyosuke Nishida ⋅ Sho Yokoi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks

In Sydney Poster Session 4

Kevin von Bargen ⋅ Hamid Ebrahimy ⋅ Tim Römer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Masked Generative Pretraining Improves Cross-Dataset Transfer in Pixel-Space Diffusion

In Sydney Poster Session 4

Shu Wei ⋅ Jiachen Lei ⋅ Jiahong Wu ⋅ Xiangxiang Chu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Scaling Limits of Long-Context Transformers

In Sydney Poster Session 4

Giuseppe Bruno ⋅ Chen ⋅ Zhengjiang Lin ⋅ Yury Polyanskiy ⋅ Philippe Rigollet

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

KV Cache Compression via Attention Output Distortion Minimization

In Sydney Poster Session 4

Yi Wang ⋅ Yixuan Cao ⋅ Qiang Ding ⋅ Zelin Gao ⋅ Ping Luo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Foundation Model Transparency Index

In Sydney Poster Session 4

Rishi Bommasani ⋅ Kevin Klyman ⋅ Shayne Longpre ⋅ Sayash Kapoor ⋅ Nestor Maslej ⋅ Betty Xiong ⋅ Daniel Zhang ⋅ Percy Liang

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Structure, Subspace and System: Push the Real Limit of Extremely Low-Bit Quantization for MoE-LLMs

In Sydney Poster Session 4

Jiaqi Zhao ⋅ Zichen Li ⋅ Miao Zhang ⋅ Yixuan Dong ⋅ Weili Guan ⋅ Liqiang Nie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Generalizable Hand-Object Tracking Control without Human Demonstrations

In Sydney Poster Session 4

Runyi Yu ⋅ Xiaoyi Lin ⋅ Hok W Tsui ⋅ Yinhuai Wang ⋅ PENG Zhijie ⋅ Hui Zhang ⋅ Qihan Zhao ⋅ Ke Fan ⋅ Miao Li ⋅ Jie Song ⋅ Jingbo Wang ⋅ Qifeng Chen ⋅ Ping Tan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Resolving Time-Frequency Ridge Crossings via Frequency-Rate Lifting

In Sydney Poster Session 4

Pingping Pan ⋅ You Li ⋅ Yunjian Zhang ⋅ Mu-Jiang-Shan Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Motif-Mamba: network motif improved mamba for long-range sequence modeling

In Sydney Poster Session 4

Hao Chonghe ⋅ Yue Sun ⋅ Jian Zhang ⋅ Yansong Wang ⋅ Wangzi Yao ⋅ Yao Yunjie ⋅ Tielin Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Hidden Ratio in Adam: Stable Structure, Compression, and Sign Dynamics

In Sydney Poster Session 4

Yihe Zhou ⋅ Tongtian Zhu ⋅ Yingxiao Huo ⋅ Satya P Dash ⋅ Can Wang ⋅ Samuel Kaski ⋅ Mingfei Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Opponent Modeling in Incomplete-Information Continuous Colonel Blotto

In Sydney Poster Session 4

Yuanyuan Zhang ⋅ Gang Xiao ⋅ Feng Ye ⋅ Lingtao Xue ⋅ Zhipeng Du

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Measuring Coherence in Predictive Models

In Sydney Poster Session 4

Jamie Reason ⋅ Vik Shirvaikar ⋅ Mark van der Wilk ⋅ Chris C Holmes

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SPLICE: Structured Prompt Local Iterative Combinatorial Evolution

In Sydney Poster Session 4

Anish Acharya ⋅ Phillip Studans ⋅ Amit Dhanda ⋅ Ninad V Rao ⋅ Vishal A Khatri ⋅ Sina A Niaki ⋅ Brian Verkhovsky

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection

In Sydney Poster Session 4

Jiangning Zhu ⋅ Bowen Li ⋅ Shenyu Qiao ⋅ Yima Gu ⋅ Zhao Zhang ⋅ Yuhui Yuan ⋅ Shixia Liu

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Revisiting Diffusion Fine-Tuning for Unsupervised Domain Adaptation

In Sydney Poster Session 4

Xuan Qi ⋅ Yi Wei ⋅ Daniele Berardini ⋅ Vito Paolo Pastore ⋅ Vittorio Murino

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STAR: Boosting Time Series Foundation Models for Anomaly Detection Through State-Aware Adapter

In Sydney Poster Session 4

Hanyin Cheng ⋅ Ruitong Zhang ⋅ Yuning Lu ⋅ Yang Shu ⋅ Peng Chen ⋅ Yuan Jun ⋅ Meng Wang ⋅ Bin Yang ⋅ Chenjuan Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

BAT3R: Robust Online 3D Reconstruction with Bayesian Adaptive State Updates

In Sydney Poster Session 4

Lijian Li ⋅ Yuanpeng He ⋅ Yudian Zheng ⋅ Chung-ju Huang ⋅ Linyu Li ⋅ Dongming Jin ⋅ Wenpin Jiao ⋅ Zhi Jin ⋅ Chi-Man Pun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MSC-Mol: Modality-Synergy Contrasting for Multimodal Molecular Representation Learning

In Sydney Poster Session 4

Ziyu Fan ⋅ Enqi Dong ⋅ Yahan Li ⋅ Shuhong Liu ⋅ Zeyu Zhong ⋅ Yuanpeng Zhang ⋅ Qahtan A Aljnabi ⋅ Min Wu ⋅ Lei Deng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Clips to Streams: A Unified Framework for Streaming Sign Language Translation

In Sydney Poster Session 4

Hoang Quan Dang ⋅ Xin Shen ⋅ Yanbin Liu ⋅ Xin Yu ⋅ Ling Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Channel Mixer: A Pretrainable Tokenizer for Scalable Multi-Channel Vision Transformers

In Sydney Poster Session 4

Lukas Miklautz ⋅ Lucas Miranda ⋅ Nikola Bulat ⋅ Armin Lambacher ⋅ Dexiong Chen ⋅ Karsten Borgwardt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection

In Sydney Poster Session 4

Chao Huang ⋅ Yanhui Li ⋅ Hongxi Huang ⋅ Yunkang Cao ⋅ Wei Wang ⋅ Jie Wen ⋅ Zhihua Wang ⋅ Wenqi Ren ⋅ XIAOCHUN CAO

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On approximation and estimation of Schrödinger potentials without the curse of dimensionality

In Sydney Poster Session 4

Artsiom Patarusau ⋅ Nikita Puchkin ⋅ Konstantin Yakovlev

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

In Sydney Poster Session 4

Haozhen Zhang ⋅ Quanyu Long ⋅ Jianzhu Bao ⋅ Tao Feng ⋅ Weizhi Zhang ⋅ Haodong Yue ⋅ Wenya Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

UniCustom: Unified Visual Conditioning for Multi-reference Image Generation

In Sydney Poster Session 4

Yiyan Xu ⋅ Qiulin Wang ⋅ Wenjie Wang ⋅ Yunyao Mao ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Fuli Feng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SAMoR: Motion Modelling for Articulated Objects of Any Skeleton and Topology

In Sydney Poster Session 4

Yuhao Zhang ⋅ Gerard Pons-Moll ⋅ Tolga Birdal

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FiRe: Fine-grained Multimodal Reasoning for Enhanced Image Generation

In Sydney Poster Session 4

Yongjin Kim ⋅ Yoonjin Oh ⋅ Ye Rin Kim ⋅ Hyomin Kim ⋅ Jeeyoung Yun ⋅ Yu-Jung Heo ⋅ Min-Jun Kim ⋅ Sungwoong Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Stability-Aware Self-Training for CLIP under Cross-Modal Anchoring Mismatch

In Sydney Poster Session 4

Siyuan LIU ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Weili Guan ⋅ Liqiang Nie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PriSM: Prior-guided Shared-basis Mixture Personalization for LLMs under Sparse User Histories

In Sydney Poster Session 4

Hea Eun Lee ⋅ Hyungi Lee ⋅ Jangho Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CURE: Visual Reprogramming of Vision-Language Models under Limited Supervision

In Sydney Poster Session 4

Lingzhi Wang ⋅ Wei Wang ⋅ Xinyang Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Stability Analysis of AdamW: Unstable Equilibria and Non-Convergence

In Sydney Poster Session 4

Baiyu Su ⋅ Lizhang Chen ⋅ Qiang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Leveraging unlabelled data for generalizable neural population decoding

In Sydney Poster Session 4

Ximeng Mao ⋅ Nanda H Krishna ⋅ Hee-Woon Ryoo ⋅ Matthew G Perich ⋅ Guillaume Lajoie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off

In Sydney Poster Session 4

Xiaofan Li ⋅ Ming Yang ⋅ Zhiyuan Ma ⋅ Shichao Ma ⋅ Jintao Du ⋅ Yu Cheng ⋅ Weiqiang Wang ⋅ zhizhong zhang ⋅ Xin Tan ⋅ Yanyun Qu ⋅ Lizhuang Ma ⋅ Yuan Xie

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cognitive Firewalls: A Synthetic Account of Cross-Lingual Reasoning Collapse

In Sydney Poster Session 4

Jou Barzdukas ⋅ Paulius Rauba ⋅ Julian Schulz ⋅ Jack Peck ⋅ Steven Basart ⋅ Lennie Wells

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LLM-WikiRace: A Benchmark for Planning and Reasoning over Real-World Knowledge Graphs

In Sydney Poster Session 4

Juliusz Ziomek ⋅ William Bankes ⋅ Lorenz Wolf ⋅ Shyam Sundhar Ramesh ⋅ Xiaohang Tang ⋅ Ilija Bogunovic

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Neural Compression of Long ADMM Trajectory for Multiparametric Quadratic Program

In Sydney Poster Session 4

Liang Wu ⋅ Bo Yang ⋅ Xu Yang ⋅ Honghui Zheng ⋅ Yilin Mo ⋅ Jan Drgona

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Robust Multi-view Clustering against Imperfect Information

In Sydney Poster Session 4

Zhichao Huang ⋅ Haochen Zhou ⋅ Hao Wang ⋅ Xi Peng ⋅ Mouxing Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Improving Flexible Image Tokenizers for Autoregressive Image Generation

In Sydney Poster Session 4

Zixuan Fu ⋅ Lanqing Guo ⋅ Chong Wang ⋅ Binbin SONG ⋅ Ding Liu ⋅ Bihan Wen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RelAgent: LLM Agents as Data Scientists for Relational Learning

In Sydney Poster Session 4

Xingyue Huang ⋅ Louis Tichelman ⋅ Jinwoo Kim ⋅ Krzysztof Olejniczak ⋅ Ismail Ilkan Ceylan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RotVLA: Rotational Latent Action for Vision-Language-Action Model

In Sydney Poster Session 4

Qiwei Li ⋅ Xicheng Gong ⋅ Xinghang Li ⋅ Peiyan Li ⋅ Quanyun Zhou ⋅ Hangjun Ye ⋅ Jiahuan Zhou ⋅ Yadong Mu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Inverting the Bellman Equation: From $Q$-Values to World Models

In Sydney Poster Session 4

Alistair Letcher ⋅ Mattie Fellows ⋅ Alexander D. Goldie ⋅ Jonathan Richens ⋅ Jakob Foerster ⋅ Oliver Richardson

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Image Generation

In Sydney Poster Session 4

Jinmei Liu ⋅ Haoru Li ⋅ Zhenhong Sun ⋅ Chaofeng Chen ⋅ Yatao Bian ⋅ Hongdong Li ⋅ Bo Wang ⋅ Daoyi Dong ⋅ Zhi Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DDGE: Disentangled Dirichlet Geodesic Evaluation for Robust Few-Shot Learning

In Sydney Poster Session 4

Yifan Mei ⋅ Kun Zhou ⋅ Zelei Wu ⋅ Jieyu Zhao ⋅ Xulun Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Semantic Concept Steering Breaks the Explanation Drift Loop in Continual Learning

In Sydney Poster Session 4

Yehonatan Elisha ⋅ Oren Barkan ⋅ Noam Koenigstein

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Where It Matters: Geometric Anchoring for Robust Preference Alignment

In Sydney Poster Session 4

Youngjae Cho ⋅ Jongsuk Kim ⋅ Ji-Hoon Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Selected-Tail Reliability in Verifier-Guided Best-of-$N$ Inference

In Sydney Poster Session 4

Teresa Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

In Sydney Poster Session 4

Qianhao Yuan ⋅ Jie Lou ⋅ XingYu Li ⋅ Hongyu Lin ⋅ Le Sun ⋅ Xianpei Han ⋅ Yaojie Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Manifold-Guided Stereo-Monocular Refinement for Endoscopic Stereo Disparity Estimation

In Sydney Poster Session 4

Jiewen Yang ⋅ Yi Zhong ⋅ Bin Pu ⋅ Xingbo Dong ⋅ Ming Zheng ⋅ Qika Lin ⋅ Kai He ⋅ Xuechen Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reading Between the Dots: Decoding Hidden Computation across Filler Tokens

In Sydney Poster Session 4

Kaley Brauer ⋅ Claudio Mayrink Verdun ⋅ Samuel Marks

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AC/DC on a Budget -- Alternating Sparse Phases

In Sydney Poster Session 4

Rahul Nittala ⋅ Advait Gadhikar ⋅ Tom Jacobs ⋅ Rebekka Burkholz

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Unified Image and Video Encoder for Multimodal LLMs

In Sydney Poster Session 4

Tongtian Yue ⋅ Zikang Liu ⋅ Longteng Guo ⋅ Handong Li ⋅ Zhibin Wang ⋅ Jun Fu ⋅ Zijia Zhao ⋅ Xianing Chen ⋅ Jun Song ⋅ Cheng Yu ⋅ Bo Zheng ⋅ Jing Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Symmetries of Three-Layer ReLU Networks

In Sydney Poster Session 4

Johanna Marie Gegenfurtner ⋅ Moritz Grillo ⋅ Guido Montufar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Latent Abstraction for Retrieval-Augmented Generation

In Sydney Poster Session 4

Thi Ha Lan Nguyen ⋅ Nguyen Minh-Anh ⋅ Dung Le

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Regret-Based $(\epsilon,\delta)$-optimal Stopping Criteria for Bayesian Optimization

In Sydney Poster Session 4

Haowei Wang ⋅ Jingyi Wang ⋅ Qiyu Wei

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Hallucination as Commitment Failure: Larger LLMs Misfire Despite Knowing the Answer

In Sydney Poster Session 4

Jewon Yeom ⋅ Jaewon Sok ⋅ Heejun Kim ⋅ Seonghyeon Park ⋅ Jeongjae Park ⋅ Taesup Kim

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference

In Sydney Poster Session 4

Quantong Qiu ⋅ Zhiyi Hong ⋅ Yi Yang ⋅ Haitian Wang ⋅ Kebin Liu ⋅ Qingqing Dang ⋅ Juntao Li ⋅ Min zhang

[ Poster] [ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Persona Generators: Generating Diverse Synthetic Personas for Arbitrary Contexts

In Sydney Poster Session 4

Davide Paglieri ⋅ Logan Cross ⋅ William Cunningham ⋅ Joel Leibo ⋅ Sasha Vezhnevets

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Langevin: Sampling Multimodal Densities using the Witten Laplacian on 1-forms

In Sydney Poster Session 4

Sahani Pathiraja ⋅ Panos Parpas

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

STREAM: Stochastic Riemannian Flow Matching with Anisotropic Decoder for Digital Histopathology Image Generation

In Sydney Poster Session 4

Won June Cho ⋅ Daeky Jeong ⋅ Hyeongyeol Lim ⋅ Hongjun Yoon

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation

In Sydney Poster Session 4

Zhiheng Liu ⋅ Weiming Ren ⋅ Xiaoke Huang ⋅ Shoufa Chen ⋅ Tianhong Li ⋅ Mengzhao Chen ⋅ Yatai Ji ⋅ Sen He ⋅ Jonas Schult ⋅ Belinda Zeng ⋅ Tao Xiang ⋅ Wenhu Chen ⋅ Ping Luo ⋅ Luke Zettlemoyer ⋅ Yuren Cong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards

In Sydney Poster Session 4

Xu Guo ⋅ Tianyi Liang ⋅ Jian Tong ⋅ Xiaogui Yang ⋅ Ling-I Wu ⋅ Chenhui Li ⋅ Zhihui Lu ⋅ Qipeng Guo ⋅ Kai Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Boundary Mass in Feature Space as a Label-Budget Diagnostic for Representations

In Sydney Poster Session 4

Siming Zhang ⋅ Zhehui Shen ⋅ Shijie Chen ⋅ Yansen Yu ⋅ Hang Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

TraceSim: A Generative Simulator and Benchmark for Joint scRNA-seq and Lineage Tracing

In Sydney Poster Session 4

Mehrshad Sadria ⋅ Katsuki Fujisawa ⋅ Xun Shen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Q-Residual Physics: Hamiltonian-Structured Quantum Residual Learning for Embodied Dynamics

In Sydney Poster Session 4

Fanqi Kong ⋅ Ke Shi ⋅ Yuchen Wang ⋅ Zhipeng Liu ⋅ Xiaofei Yue ⋅ Zhaoxuan Li ⋅ Tingting Li ⋅ Ziming Zhao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Pooling Versus Ensembling for Ridge Regression Under Covariate Shift

In Sydney Poster Session 4

Maya Ramchandran ⋅ Rajarshi Mukherjee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dispatchable Coordination Envelopes for Embodied Collaboration Under Sequential Uncertainty

In Sydney Poster Session 4

Yuchen Wang ⋅ Fanqi Kong ⋅ Ke Shi ⋅ Zhipeng Liu ⋅ Xiaofei Yue ⋅ Zhaoxuan Li ⋅ Tingting Li ⋅ Ziming Zhao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Q-CoMove: Differentiable Quantum Circuit Priors for Coordinated Motion in Multi-Component Embodied Systems

In Sydney Poster Session 4

Ke Shi ⋅ Fanqi Kong ⋅ Yuchen Wang ⋅ Zhipeng Liu ⋅ Tingting Li ⋅ Ziming Zhao

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LAQuant: A Simple Overhead-free Large Reasoning Model Quantization by Layer-wise Lookahead Loss

In Sydney Poster Session 4

Euntae Choi ⋅ Sumin Song ⋅ Sungjoo Yoo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

DriveFuture: Future-Aware Latent World Models for Autonomous Driving

In Sydney Poster Session 4

Yufeng hong ⋅ Xiaotian Zhou ⋅ Yingyan Li ⋅ Xiangpo Zhou ⋅ Lin Liu ⋅ Yadan Luo ⋅ Shaoqing Xu ⋅ Lei Yang ⋅ Ziying Song

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

$PAS^2$: Physics-Anchored Spectral Reasoning for Air Quality Forecasting

In Sydney Poster Session 4

Haofeng Ying ⋅ Wenbin Lu ⋅ Wenxin Shen ⋅ Junnan Xu ⋅ Jianwei Zheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

In Sydney Poster Session 4

Loic Cabannes ⋅ Pierre-Emmanuel Mazare ⋅ Ilze Amanda Auzina ⋅ Gergely Szilvasy ⋅ Maria Lomeli ⋅ Matthijs Douze ⋅ Justin Carpentier ⋅ Gabriel Synnaeve ⋅ Herve Jegou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

M*: A Modular, Extensible, Serving System for Multimodal Models

In Sydney Poster Session 4

Atindra Jha ⋅ Naomi Sagan ⋅ Keisuke Kamahori ⋅ Irmak Sivgin ⋅ Rohan Sanda ⋅ Steven Gao ⋅ Mark Horowitz ⋅ Luke Zettlemoyer ⋅ Olivia Hsu ⋅ Jure Leskovec ⋅ Stephanie Wang ⋅ Baris Kasikci

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Statistical Framework for Algorithmic Collective Action with Multiple Collectives

In Sydney Poster Session 4

Claudio Battiloro ⋅ Pietro Greiner ⋅ Dario Rancati ⋅ Bret Nestor ⋅ Oumaima Amezgar ⋅ Francesca Dominici

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Linear Ensemble Sampling with Fewer Ensembles

In Sydney Poster Session 4

Taehyun Hwang ⋅ Min-hwan Oh

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cracks in the Foundation: A Civil Infrastructure Dataset to Challenge Vision Foundation Models

In Sydney Poster Session 4

Nicola Farronato ⋅ Niccolò Avogaro ⋅ Thomas Frick ⋅ Mattia Rigotti ⋅ Rizwan U Khan ⋅ Michele Magno ⋅ Konrad Schindler ⋅ A. Cristiano I. Malossi ⋅ Florian Scheidegger

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sequential Membership Inference Attacks

In Sydney Poster Session 4

Thomas Michel ⋅ Debabrota Basu ⋅ Emilie Kaufmann

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

COOP$^2$: Defining, Observing, and Repairing Cooperation in LLM Multi-Agent Systems

In Sydney Poster Session 4

Hanqing Yang ⋅ Narjes Nourzad ⋅ Shiyu Chen ⋅ Marie Siew ⋅ Jingdi Chen ⋅ Carlee Joe-Wong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RESBev: Making BEV Perception More Robust

In Sydney Poster Session 4

Lifeng Zhuo ⋅ Kefan Jin ⋅ Zhe Liu ⋅ Hesheng Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learning Informative Invariant Representations via Hierarchical Latent Decomposition

In Sydney Poster Session 4

Hyungkwon Lee ⋅ Hyewon Ryu ⋅ Jong-Seok Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SUPERVISE: A Unified Framework for Standardized and Reproducible Superpixel Evaluation

In Sydney Poster Session 4

Julien Walther ⋅ Rémi Giraud ⋅ Michaël Clément

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth

In Sydney Poster Session 4

Yoav Gur-Arieh ⋅ Ana Marasovic ⋅ Mor Geva

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Ask-E: An Environment for Calibrated Question Generation

In Sydney Poster Session 4

Sarah Pratt ⋅ Jae Sung Park ⋅ Scott Geng ⋅ Ali Farhadi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

OfficeInstruct: A Dataset for Tool-Augmented Office Agents on Long-Trajectory Generative Tasks

In Sydney Poster Session 4

Weikai Xu ⋅ Zhizheng Jiang ⋅ Lushuo Jiang ⋅ Kun Huang ⋅ Yuxuan Liu ⋅ Pengzhi Gao ⋅ Wei Liu ⋅ Jian Luan ⋅ Xiaolin Hu ⋅ Bo An

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

NOFE – Neural Operator Function Embedding

In Sydney Poster Session 4

Lars Uebbing ⋅ Harald Lykke Joakimsen ⋅ Siyan Chen ⋅ Georgios Leontidis ⋅ Kristoffer Wickstrøm ⋅ Michael Kampffmeyer ⋅ Sébastien Lefèvre ⋅ Arnt B Salberg ⋅ Robert Jenssen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

gfnx: Fast and Scalable Library for Generative Flow Networks in JAX

In Sydney Poster Session 4

Daniil Tiapkin ⋅ Artem Agarkov ⋅ Nikita Morozov ⋅ Ian Maksimov ⋅ Askar Tsyganov ⋅ Timofei Gritsaev ⋅ Sergey Samsonov

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition

In Sydney Poster Session 4

Muci Li ⋅ Yujing Rao ⋅ He Li ⋅ Mang Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs

In Sydney Poster Session 4

Wuxuan Shi ⋅ Haotian Chen ⋅ He Li ⋅ Qiang Yang ⋅ Mang Ye

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

S2T-RLHF: Hierarchical Credit Assignment for Stable Preference-Based RLHF

In Sydney Poster Session 4

Wei Chen ⋅ Guanghui Zhu ⋅ Yafei Li ⋅ Limin Wang ⋅ Yihua Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond Node Sequences: Relational Diffusion for Unified Graph Learning

In Sydney Poster Session 4

Xianan Wang ⋅ Wenji Hu ⋅ Chunyu Wei ⋅ Yueguo Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Scalable Maximum Entropy Reinforcement Learning for Diffusion Policies via Adjoint Matching

In Sydney Poster Session 4

Serge Thilges ⋅ Onur Celik ⋅ Denis Blessing ⋅ Emiliyan Gospodinov ⋅ Gerhard Neumann

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection

In Sydney Poster Session 4

Zhaohui Fu ⋅ Duanyu Feng ⋅ Yangshuai Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Real-World Dual-Pixel Raindrop Removal: A New Benchmark and Degradation-Adaptive RWKV Baseline

In Sydney Poster Session 4

Hao Yang ⋅ Ruikun Zhang ⋅ Liyuan Pan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Graph Topology Augmentation for Prioritized Sweeping in Non-stationary Reinforcement Learning

In Sydney Poster Session 4

Gia-Hung Pham ⋅ Tuan Dam

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

NASDAQ: Normalized Observation Space Dynamics-Augmented Q-Learning

In Sydney Poster Session 4

Xinwei Liu ⋅ Junyuan Liang ⋅ Zicong Hong ⋅ Jianting Zhang ⋅ Wuhui Chen

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Adversarially Attacking Symbolic Vocabulary Vulnerabilities In LLM Planners

In Sydney Poster Session 4

Stephen Obadinma ⋅ Xiaodan Zhu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Vendi Anomaly Scores for Efficient and Accurate Anomaly Detection

In Sydney Poster Session 4

Amey P Pasarkar ⋅ Adji Bousso Dieng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Behavioral Geometric Supervision Aligns Video Foundation Models with Human Social Perception

In Sydney Poster Session 4

Kathy Garcia ⋅ Leyla Isik

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Tuning the Tuner

In Sydney Poster Session 4

Jacob Adkins ⋅ Michael Bowling ⋅ Adam White

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Reasoning with Undecoded Tokens in Diffusion Language Models

In Sydney Poster Session 4

Andre W He ⋅ Sean Welleck ⋅ Daniel Fried

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FLARE: Verifying MILP Reformulations with LLM-Based Formal Proof Synthesis

In Sydney Poster Session 4

Henry Robbins ⋅ Connor Lawless ⋅ Madeleine Udell ⋅ Ellen Vitercik

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation

In Sydney Poster Session 4

Sai Spandana Chintapalli ⋅ Pratik Chaudhari ⋅ Christos Davatzikos

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Learnable Diffusion-based Positional Encodings for Link Prediction

In Sydney Poster Session 4

Jiaji Ma ⋅ Murad Huseynli ⋅ Danai Koutra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LLMs Optimizing LLMs: Automated MegaKernel Generation for Inference Acceleration

In Sydney Poster Session 4

Weiqiang Xiong ⋅ Shaohui Peng ⋅ Wenyi Li ⋅ Hao Lu ⋅ Qirui Zhou ⋅ Congying Ma ⋅ Ziming Ye ⋅ Zhenyu Yi ⋅ Yunji Chen ⋅ Qi Guo ⋅ Ling Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Hierarchical Regime-Conditioned Dynamics for Spatiotemporal Graphs

In Sydney Poster Session 4

Jeremy Baffou ⋅ Pascal Frossard ⋅ Dorina Thanou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Provably Safe, Yet Performant Reinforcement Learning

In Sydney Poster Session 4

Kai Yun ⋅ Zeyang Li ⋅ Navid Azizan

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Geometry Matters in Packed 3D Attention

In Sydney Poster Session 4

Amil Khan ⋅ Anantajit Subrahmanya ⋅ B.S. Manjunath

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CAVE: A Structured Credit Assignment Approach for Fragmented Visual Evidence Reasoning

In Sydney Poster Session 4

Tengda Guo ⋅ Jie Leng ⋅ Hanlei Li ⋅ Yaoyuan Liang ⋅ Qingyue Zhang ⋅ Dian Yang ⋅ Mingyu Zhang ⋅ Yuhua Fu ⋅ Shao-Lun Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CLEF: EEG Foundation Models for Learning Clinical Semantics

In Sydney Poster Session 4

Peng Cao ⋅ Ali Mirzazadeh ⋅ Jong W Lee ⋅ Aleksandar Videnovic ⋅ Dina Katabi

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Structural Support Certificates for Mechanistic Hypothesis Selection

In Sydney Poster Session 4

Max Ruiz Luyten ⋅ Mihaela van der Schaar

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

SelfCritic-VLA: Language as Intrinsic Critic for Vision Language Action Models in Autonomous Driving

In Sydney Poster Session 4

Fang Li ⋅ Shaoqing Xu ⋅ Yuechen Luo ⋅ Hanbing Li ⋅ Zhi-Xin Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Voice "Cloning" Is Actually Style Transfer

In Sydney Poster Session 4

Kaitlyn Zhou ⋅ Federico Bianchi ⋅ Martijn Bartelds ⋅ Anna Pot ⋅ Yongchan Kwon ⋅ James Zou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

COMPOSE: Composing Future Theorems from Citations and Formal Structure

In Sydney Poster Session 4

David Busbib ⋅ Michael Werman

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

A Dual-Domain Vision Transformer with Spectral Positional Bias

In Sydney Poster Session 4

Abdulaziz Alshamsi ⋅ Abdulla Alghfeli ⋅ Chenghua Lin ⋅ Hujun Yin

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Rollout Pass-Rate Control: Steering Binary-Reward RL Toward Its Most Informative Regime

In Sydney Poster Session 4

Tianshu Zhu ⋅ Wenyu Zhang ⋅ Xiaoying Zuo ⋅ Tianlun ⋅ Haotian Zhao ⋅ yucheng-zeng ⋅ Jingnan gu ⋅ Daxiang Dong ⋅ Jianmin Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Universal Approximation Theorems for Dynamical Systems with Infinite-Time Horizon Guarantees

In Sydney Poster Session 4

Ábel Ságodi ⋅ Memming Park

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VisionCreator-S1: Evolving Visual-Generation Agents via Skill-GRPO Optimization

In Sydney Poster Session 4

Jinxiang Lai ⋅ Wenzhe Zhao ⋅ HUALEI Zhang ⋅ Zexin Lu ⋅ Jian Liu ⋅ Jie ZHANG ⋅ Qinglin Lu ⋅ Song Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

VisionCreator-R1: A Reflection-Enhanced Native Visual-Generation Agentic Model

In Sydney Poster Session 4

Jinxiang Lai ⋅ Wenzhe Zhao ⋅ Zexin Lu ⋅ HUALEI Zhang ⋅ Qinyu Yang ⋅ Rongwei Quan ⋅ li zhimin ⋅ Shuai Shao ⋅ Song Guo ⋅ Qinglin Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Orthogonal Origin Parking: Decoupling Lorentz Manifolds for Robust OOD Generalization

In Sydney Poster Session 4

Peter J Kampen ⋅ Anders N Christensen ⋅ Morten Rieger Hannemose ⋅ Anders Dahl ⋅ Josefine Vilsbøll Sundgaard

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

On Concentration Inequalities for Sampling without Replacement

In Sydney Poster Session 4

Shaojie Li ⋅ Bowei Zhu ⋅ Yong Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

EvoMM: Reinforced Self-Evolving Multimodal Agentic Memory

In Sydney Poster Session 4

Tong Zhao ⋅ Chenghao Zhang ⋅ Yucheng Tian ⋅ Yuyang Hu ⋅ Yutao Zhu ⋅ Zhicheng Dou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying

In Sydney Poster Session 4

Yizhou Tian ⋅ Zizhe Chen ⋅ Shiyuan Deng ⋅ Garry YANG ⋅ Zijie Dai ⋅ Luohao Pan ⋅ Hao Lin ⋅ Peiqi Yin ⋅ Xiao Yan ⋅ James Cheng

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Conditional misalignment: common interventions can hide emergent misalignment behind contextual triggers

In Sydney Poster Session 4

Jan Dubiński ⋅ Jan Betley ⋅ Anna Sztyber-Betley ⋅ Daniel Tan ⋅ Owain Evans

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Recovering the Apresjan Hierarchy Using Linkage-Based Clustering

In Sydney Poster Session 4

Maximilien Dreveton ⋅ Matthias Grossglauser ⋅ Daichi Kuroda ⋅ Patrick Thiran

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Scaling Paradox of Tool-Calling LLM Agents Under Realistic MCP Faults

In Sydney Poster Session 4

Antonio Ken Iannillo ⋅ Joshua S Owotogbe ⋅ Roberto Natella ⋅ Francesco Avallone ⋅ Kristina Kudryavtseva ⋅ Indika Kumara

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Cache the Future: Training-Free Self-Revision for Diffusion Transformer Acceleration

In Sydney Poster Session 4

Yiyang Li ⋅ Weixuan Huang ⋅ Wei Zhang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Phase Space Attention: A Hairer Lift Resolves the Single-Layer Induction Obstruction

In Sydney Poster Session 4

Kingsuk Maitra ⋅ Shagun Sood ⋅ Morteza Hosseini ⋅ Suman Gunnala ⋅ Vikram Gupta

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Calibrating Generative Models to Feature Distributions with MMD Finetuning

In Sydney Poster Session 4

Nathaniel L. Diamant ⋅ Brian L Trippe

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies

In Sydney Poster Session 4

Tang Zirui ⋅ Xuanhe Zhou ⋅ Yumou Liu ⋅ Linchun Li ⋅ Wang Weizheng ⋅ Hongzhang Huang ⋅ Jun Zhou ⋅ Jiachen Song ⋅ Shaoli Yu ⋅ Wang Jinqi ⋅ Zihang Zhou ⋅ Hongyi Zhou ⋅ YutingLv ⋅ Jinyang Li ⋅ Jiashuo Liu ⋅ Ruoyu Chen ⋅ Chunwei Liu ⋅ Guoliang Li ⋅ Jihua Kang ⋅ Fan Wu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LongScape: Advancing Long-Horizon Embodied World Models with Context-Aware MoE

In Sydney Poster Session 4

Lei Jin ⋅ Yu Shang ⋅ Yiding Ma ⋅ Xinhao Jin ⋅ Xin Zhang ⋅ Chen Gao ⋅ Wei Wu ⋅ Yong Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Aligning LLMs Toward Multi-Turn Conversational Outcomes Using Iterative RLHF

In Sydney Poster Session 4

Daniel Jiang ⋅ Ankur Samanta ⋅ Yukai Yang ⋅ Jalaj Bhandari ⋅ Remi Munos ⋅ Tyler Lu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ScrapeBench: Evaluating Legal Compliance of AI Agents in Website Scraping

In Sydney Poster Session 4

Joseph Marvin Imperial ⋅ Daniel Slate ⋅ Noam Kolt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Negation Neglect: When models fail to learn negations in training

In Sydney Poster Session 4

Harry Mayne ⋅ Lev McKinney ⋅ Jan Dubiński ⋅ Adam Karvonen ⋅ James Chua ⋅ Owain Evans

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

The Marauder’s Map: Bézier Manifolds Reveal Hidden Surfaces for Model Merging and Ensembling

In Sydney Poster Session 4

Abhiram Iyer ⋅ Mark T Harnett ⋅ Sarthak Chandra

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

PatchScout: Thematic Web Data Collection via Information Foraging

In Sydney Poster Session 4

Michael West ⋅ Eduard Dragut

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift

In Sydney Poster Session 4

Renukanandan Tumu ⋅ Aditya Singh ⋅ Rahul Mangharam

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How are linear representations learned? Exact solutions to the dynamics of abstraction

In Sydney Poster Session 4

William W Yang ⋅ Peter E Latham ⋅ Andrew Saxe

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ASH: Agents that Self-Hone via Embodied Learning

In Sydney Poster Session 4

Benjamin Schneider ⋅ Xavier Schneider ⋅ Victor Zhong ⋅ Sun Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Enhancing Novel View Synthesis via Geometry Grounded Set Diffusion

In Sydney Poster Session 4

Farhad G. Zanjani ⋅ Herbert Cai ⋅ Amirhossein Habibian

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

How Likely Are Voting Rules Equitable?

In Sydney Poster Session 4

Lirong Xia

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Short-Context Dominance: How Much Local Context Natural Language Actually Needs?

In Sydney Poster Session 4

Vala Vakilian ⋅ Zimeng Wang ⋅ Ankit Rawat ⋅ Christos Thrampoulidis

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets

In Sydney Poster Session 4

Anthony Pineci ⋅ Yunzong Xu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LOCU: Löwdin-Orthogonalized Constraint Updates for Multi-Constraint Policy Optimization

In Sydney Poster Session 4

Joonyoung Lim ⋅ Younghwan Yoo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Dr. MAS: Stable Reinforcement Learning for Multi-Agent LLM Systems

In Sydney Poster Session 4

Lang Feng ⋅ Longtao Zheng ⋅ Shuo He ⋅ Fuxiang Zhang ⋅ Bo An

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FlashSSM-3D: A Distilled State Space Model for Lightning-Fast Dense 3D Reconstruction

In Sydney Poster Session 4

Nyle Siddiqui ⋅ Mubarak Shah

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From I/O to Code with Discovery Agent

In Sydney Poster Session 4

Yihong Dong ⋅ Jiaru Qian ⋅ Haoran Zhang ⋅ Peixu Wang ⋅ Binhua Li ⋅ Zhi Jin ⋅ Yongbin Li ⋅ Ge Li ⋅ Xiaokang Yang ⋅ Xue Jiang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CLIOPATRA: Extracting Private Information from LLM Insights

In Sydney Poster Session 4

Meenatchi Sundaram Muthu Selva Annamalai ⋅ Emiliano De Cristofaro ⋅ Peter Kairouz

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RANSAC Scoring Done Right

In Sydney Poster Session 4

James Pritts ⋅ Felix Seegräber ⋅ Kevin Köser

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MEME: Lightweight Hierarchical Mixture-of-Experts for Unified Affective Computing

In Sydney Poster Session 4

Yinan Zhang ⋅ Haoyu Zhang ⋅ Tianshu Yu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sharp Capacity Scaling of Spectral Optimizers in Learning Associative Memory

In Sydney Poster Session 4

Juno Kim ⋅ Eshaan Nichani ⋅ Denny Wu ⋅ Alberto Bietti ⋅ Jason Lee

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RadarFlowPose: Vision-Inspired Coarse-to-Fine Skeleton Refinement with Flow Matching

In Sydney Poster Session 4

Kailu Guo ⋅ Akram Alomainy ⋅ Khalid Z Rajab

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives

In Sydney Poster Session 4

Yihao Meng ⋅ Zichen Liu ⋅ Hao Ouyang ⋅ Qiuyu Wang ⋅ Ka Leong Cheng ⋅ Yue Yu ⋅ Hanlin Wang ⋅ Xing Zhu ⋅ Yujun Shen ⋅ Qifeng Chen ⋅ Huamin Qu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Position Without Positional Embeddings: A Directional Mechanism in NoPE Transformers

In Sydney Poster Session 4

Matan Avitan ⋅ Ido Nachum ⋅ Yanai Elazar ⋅ Yoav Goldberg

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Concepts in Motion: Temporal Concept Bottleneck Model for Interpretable Video Classification

In Sydney Poster Session 4

Patrick Knab ⋅ Sascha Marton ⋅ Philipp J Schubert ⋅ Drago A Guggiana Nilo ⋅ Christian Bartelt

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Do Diffusion Models Learn to Generalize Basic Visual Skills?

In Sydney Poster Session 4

Amish Sethi ⋅ Boya Zeng ⋅ Wenhao Chai ⋅ Zhuang Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach

In Sydney Poster Session 4

Leonard Boussioux ⋅ Henry Mao ⋅ Dimitris Bertsimas

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

ReGen: Agentic Video World Modeling with Synergized Reasoning and Generation

In Sydney Poster Session 4

Chenguo Lin ⋅ Yu Tang ⋅ Weiqiao Zheng ⋅ Enhua Jiang ⋅ Zhiguang Liu ⋅ Maomao Li ⋅ Muxi Chen ⋅ Xiaojia Chen ⋅ Shisheng Huang ⋅ Jianhuan Zhuo ⋅ Zilin Yang ⋅ Jiarong Ou ⋅ Rui Chen ⋅ Yadong Mu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

High dimensional theory of two-phase optimizers

In Sydney Poster Session 4

Atish Agarwala

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Decentralized Q-Learning in Markov Potential Games

In Sydney Poster Session 4

Onur Ünlü ⋅ Eilyan Bitar ⋅ Francesca Parise

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Transferable SCF-Acceleration through Solver-Aligned Initialization Learning

In Sydney Poster Session 4

Eike S. Eberhard ⋅ Viktor Kotsev ⋅ Timm Güthle ⋅ Stephan Günnemann

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Conservative neural posterior estimation via distributionally robust training

In Sydney Poster Session 4

William Laplante ⋅ Yuga Hikida ⋅ Charita Dellaporta ⋅ Francois-Xavier Briol ⋅ Ayush Bharti

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Chain-of-Thought Is Not Explainability

In Sydney Poster Session 4

Fazl Barez ⋅ Tung-Yu Wu ⋅ Iván Arcuschin Moreno ⋅ Michael Lan ⋅ Vincent Wang-Maścianica ⋅ Noah Siegel ⋅ Nicolas Collignon ⋅ Clement Neo ⋅ Isabelle Lee ⋅ Alasdair Paren ⋅ Adel Bibi ⋅ Robert Trager ⋅ Damiano Fornasiere ⋅ John Yan ⋅ Yanai Elazar ⋅ Yoshua Bengio

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Parallel Broyden methods for efficiently evaluating nonlinear state space models

In Sydney Poster Session 4

Ian Christopher Tanoh ⋅ Scott Linderman

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation

In Sydney Poster Session 4

Yuke Wang ⋅ Benlei Cui ⋅ Shen Pang ⋅ Xuemei Dong ⋅ Longtao Huang ⋅ Hui Xue' ⋅ Yuwen Zhai ⋅ Junjie Li ⋅ Jingqun Tang ⋅ Haiwen Hong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

RISE-Video: Can Video Generators Decode Implicit World Rules?

In Sydney Poster Session 4

Mingxin Liu ⋅ Shuran Ma ⋅ Shibei Meng ⋅ Xiangyu Zhao ⋅ Zicheng Zhang ⋅ Shaofeng Zhang ⋅ Zhihang Zhong ⋅ Peixian Chen ⋅ Haoyu Cao ⋅ Xing Sun ⋅ Haodong Duan ⋅ Xue Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond [SEG] Tokens: Training-Free Video Reasoning Segmentation via Counterfactual Inference and Contrastive Concept

In Sydney Poster Session 4

Tianlu Zhang ⋅ guiguang ding ⋅ Jungong Han

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization

In Sydney Poster Session 4

Hao Xiang ⋅ Qiaoyu Tang ⋅ Le Yu ⋅ Yaojie Lu ⋅ Xianpei Han ⋅ Ben He ⋅ Le Sun ⋅ Bowen Yu ⋅ Peng Wang ⋅ Hongyu Lin ⋅ Dayiheng Liu

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Beyond MSE: Differentiable Complexity Priors for Structure-Preserving Neural Denoising

In Sydney Poster Session 4

Xiangyu Jiang ⋅ Jie Huang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Basis-Mediated Bilinear Attention: A New Method for Greatly Reducing Query--Key Pathway Parameters

In Sydney Poster Session 4

Wei Chen ⋅ Wenhao Jiang ⋅ Yiying Yang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Gradient Routing Localizes and Removes Unintended Behaviors in RL

In Sydney Poster Session 4

Jake Ward ⋅ Shawn Hu ⋅ Aria Wong ⋅ Nathan Hu ⋅ Bryce Woodworth ⋅ Alexander Turner ⋅ Alex Cloud

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Knocking-Heads Attention: Drop-in Shared Projections for Cross-Head Coordination

In Sydney Poster Session 4

Zhanchao Zhou ⋅ Xiaodong Chen ⋅ Haoxing Chen ⋅ Zhenzhong Lan ⋅ Jianguo Li

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LAMP: Language-Modulated Geometric Preservation for Multi-Modal Object Re-Identification

In Sydney Poster Session 4

Shuying Li ⋅ Chao Su ⋅ Yongxiang Li ⋅ Peng Hu ⋅ Dezhong Peng ⋅ Yuan Sun

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

LINC: Decoupling Local Consequence Scoring from Hidden Matching in Constructive Neural Routing

In Sydney Poster Session 4

ShaoFeng Qin ⋅ Li Wang

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Designing Effective Monitor-Based Interventions for Mitigating Reward Hacking During RL

In Sydney Poster Session 4

Aria Wong ⋅ Joshua Engels ⋅ Neel Nanda

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Requential Coding: Measuring Model Compressibility by Coding Data Instead of Parameters

In Sydney Poster Session 4

Shikai Qiu ⋅ Marc Finzi ⋅ Yujia Zheng ⋅ Kun Zhang ⋅ Andrew Wilson

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

StylePlan: Style-Conditioned Intent Planning for Zero-Shot Coordination

In Sydney Poster Session 4

Xiao Su ⋅ Jian Zhou

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Generalizable Physics Simulation through Compositional Energy Minimization

In Sydney Poster Session 4

Alexandru Oarga ⋅ Yilun Du

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Spik-NeRF v2: Pushing the Limit of Spiking Neural Radiance Fields with $ \pm $I-LIF

In Sydney Poster Session 4

Chen Cheng ⋅ Qinlong Lan ⋅ Gang Wan ⋅ Hao Guo ⋅ Lei Liu ⋅ Zhanji Wei ⋅ Wu Yitian ⋅ Yufei Guo

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

FC-DGCN: Deep Graph Convolutional Network for Face Clustering and Recognition

In Sydney Poster Session 4

Ling Ding ⋅ Di Jin ⋅ Zhizhi Yu ⋅ Liang Yang ⋅ Dongxiao He

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Optimizing the Envy Cycle Elimination Algorithm

In Sydney Poster Session 4

Karen Frilya Celine ⋅ Warut Suksompong

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

World Motion Models: Flexible Sequence Modeling of SE(3) Trajectories

In Sydney Poster Session 4

Jiahui Lei ⋅ Qianqian Wang ⋅ Trevor Darrell ⋅ Angjoo Kanazawa

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Exact-Form Regret and Conservative Correlated Equilibria

In Sydney Poster Session 4

Ashkan Soleymani ⋅ Patrick Jaillet ⋅ Gabriele Farina

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Eliciting Secret Knowledge from Language Models

In Sydney Poster Session 4

Bartosz Cywiński ⋅ Emil Ryd ⋅ Rowan Wang ⋅ Senthooran Rajamanoharan ⋅ Neel Nanda ⋅ Arthur Conmy ⋅ Samuel Marks

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Paradoxes of Game Theoretic Equilibria and Price of Anarchy

In Sydney Poster Session 4

Georgios Piliouras ⋅ Ian Gemp ⋅ Siqi Liu ⋅ Luke Marris

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Is Memorization Actually Necessary for Generalization

In Sydney Poster Session 4

Hadi Abdullah

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

From Density Matrices to Phase Transitions in Deep Learning: Spectral Early Warnings and Interpretability

In Sydney Poster Session 4

Max Hennick ⋅ Guillaume Corlouer

[ OpenReview]

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 1-2

In Sydney Poster Session 4

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 2-2

In Sydney Poster Session 4

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 3-2

In Sydney Poster Session 4

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 4-2

In Sydney Poster Session 4

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 5-2

In Sydney Poster Session 4

Poster

Wed Dec 09 05:00 PM -- 08:00 PM (AEDT) @ Hall 1-4 None

Sydney Temp BTF Poster Holder 6-2

In Sydney Poster Session 4