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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
UniDomain: Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
Haoming Ye ⋅ Yunxiao Xiao ⋅ Cewu Lu ⋅ Panpan Cai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
Zinan Zheng ⋅ Yang Liu ⋅ Jia Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving
Hao LU ⋅ Tianshuo Xu ⋅ Wenzhao Zheng ⋅ Yunpeng Zhang ⋅ Wei Zhan ⋅ Dalong Du ⋅ Masayoshi TOMIZUKA ⋅ Kurt Keutzer ⋅ Yingcong Chen
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Reduction-based Pseudo-label Generation for Instance-dependent Partial Label Learning
Congyu Qiao ⋅ Ning Xu ⋅ Yihao Hu ⋅ Xin Geng
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
Jiaming Zhuo ⋅ Ziyi Ma ⋅ Yintong Lu ⋅ Yuwei Liu ⋅ Kun Fu ⋅ Di Jin ⋅ Chuan Wang ⋅ Wu Wenning ⋅ Zhen Wang ⋅ Xiaochun Cao ⋅ Liang Yang
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Hawthorne Effect in Reasoning Models: Evaluating and Steering Test Awareness
Sahar Abdelnabi ⋅ Ahmed Salem
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains
Dongzhe Zheng ⋅ Wenjie Mei
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Tight Bounds on the Distortion of Randomized and Deterministic Distributed Voting
Mohammad Abam ⋅ Davoud Kareshki ⋅ Marzieh Nilipour ⋅ MohammadHossein Paydar ⋅ Masoud Seddighin
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Nearly-Linear Time Private Hypothesis Selection with the Optimal Approximation Factor
Maryam Aliakbarpour ⋅ Zhan Shi ⋅ Ria Stevens ⋅ Vincent Wang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
3D Gaussian Flats: Hybrid 2D/3D Photometric Scene Reconstruction
Maria Taktasheva ⋅ Lily Goli ⋅ Alessandro Fiorini ⋅ Zhen Li ⋅ Daniel Rebain ⋅ Andrea Tagliasacchi
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
Hongkai Lin ⋅ Dingkang Liang ⋅ Mingyang Du ⋅ Xin Zhou ⋅ Xiang Bai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
Ignacio Meza De la Jara ⋅ Cristian Rodriguez-Opazo ⋅ Damien Teney ⋅ Damith Ranasinghe ⋅ Ehsan Abbasnejad
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning
Na Li ⋅ Zewu Zheng ⋅ Wei Ni ⋅ Hangguan Shan ⋅ Wenjie Zhang ⋅ Xinyu Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 9
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs
Gerardo Flores ⋅ Alyssa H. Smith ⋅ Julia Fukuyama ⋅ Ashia Wilson
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Resource-Constrained Federated Continual Learning: What Does Matter?
Yichen Li ⋅ Yuying Wang ⋅ Jiahua Dong ⋅ Haozhao Wang ⋅ Yining Qi ⋅ Rui Zhang ⋅ Ruixuan Li
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe
Jia Nuo Liew ⋅ Shenghan Lin ⋅ Bowen Chen ⋅ Wei Zhang ⋅ Xiaowei Zhu ⋅ Wei Zhang ⋅ Xiaolin Hu
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Bridging Time and Linguistics: LLMs as Time Series Analyzer through Symbolization and Segmentation
Jianyang Qin ⋅ Chaoyang Li ⋅ Jinhao Cui ⋅ Lingzhi Wang ⋅ Zhao Liu ⋅ Qing Liao
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
HypoBootstrap: A Bootstrapping Framework for Inductive Reasoning
Si Chen ⋅ Yifei Li ⋅ Richong Zhang
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
Reward-Aware Proto-Representations in Reinforcement Learning
Hon Tik Tse ⋅ Siddarth Chandrasekar ⋅ Marlos C. Machado
[ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
Weixiang Zhao ⋅ Jiahe Guo ⋅ Yang Deng ⋅ Tongtong Wu ⋅ Wenxuan Zhang ⋅ Yulin Hu ⋅ Xingyu Sui ⋅ Yanyan Zhao ⋅ Wanxiang Che ⋅ Bing Qin ⋅ Tat-Seng Chua ⋅ Ting Liu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
GLNCD: Graph-Level Novel Category Discovery
Bowen Deng ⋅ Lele Fu ⋅ Sheng Huang ⋅ Tianchi Liao ⋅ Jialong Chen ⋅ Zhang Tao ⋅ Chuan Chen
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
Weixiang Zhao ⋅ Xingyu Sui ⋅ Yulin Hu ⋅ Jiahe Guo ⋅ Haixiao Liu ⋅ Biye Li ⋅ Yanyan Zhao ⋅ Bing Qin ⋅ Ting Liu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation
Uliana Parkina ⋅ Maxim Rakhuba
[ Slides [ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
SHAP values via sparse Fourier representation
Ali Gorji ⋅ Andisheh Amrollahi ⋅ Andreas Krause
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
Chenyang Jiang ⋅ Hang Zhao ⋅ Xinyu Zhang ⋅ Zhengcen Li ⋅ Qiben Shan ⋅ Shaocong Wu ⋅ Jingyong Su
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
Abdurakhmon Sadiev ⋅ Peter Richtarik ⋅ Ilyas Fatkhullin
[ Poster [ OpenReview
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier Neural Operators
Albert Matveev ⋅ Sanmitra Ghosh ⋅ Aamal Hussain ⋅ James-Michael Leahy ⋅ Michalis Michaelides
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Cosmos: Compressed and Smooth Latent Space for Text Diffusion Modeling
Viacheslav Meshchaninov ⋅ Egor Chimbulatov ⋅ Alexander Shabalin ⋅ Aleksandr Abramov ⋅ Dmitry Vetrov
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
Wenjun Ji ⋅ Yuxiang Fu ⋅ Luyang Ying ⋅ Deng-Ping Fan ⋅ Yuyi Wang ⋅ Ming-Ming Cheng ⋅ Ivor Tsang ⋅ Qing Guo
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
Hongyuan Dong ⋅ Dingkang Yang ⋅ Xiao Liang ⋅ ChaoFeng ⋅ Ran Jiao
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Towards foundational LiDAR world models with efficient latent flow matching
Tianran Liu ⋅ Shengwen Zhao ⋅ Nicholas Rhinehart
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic Representations
Wenchao Yang ⋅ Weidong Yan ⋅ Wenkang Liu ⋅ Yulan Ma ⋅ Yang Li
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
Wenjing Tang ⋅ Xinyu He ⋅ Yongxi Huang ⋅ Yunxiao Xiao ⋅ Cewu Lu ⋅ Panpan Cai
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
Li Liang ⋅ Bo Miao ⋅ Xinyu Wang ⋅ NAVEED AKHTAR ⋅ Jordan Vice ⋅ Ajmal Mian
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Navigating the MIL Trade-Off: Flexible Pooling for Whole Slide Image Classification
Hossein Jafarinia ⋅ Danial Hamdi ⋅ Amirhossein Alamdar ⋅ Elahe Zahiri ⋅ Soroush Vafaie Tabar ⋅ Alireza Alipanah ⋅ Nahal Mirzaie ⋅ Saeed Razavi ⋅ Amir Najafi ⋅ Mohammad Hossein Rohban
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 10
User-Instructed Disparity-aware Defocus Control
Yudong Han ⋅ Yan Yang ⋅ Hao Yang ⋅ Liyuan Pan
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization
Junpyo Seo ⋅ HanbinKoo ⋅ jieun yook ⋅ Byung-Ro Moon
[ Poster [ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Quest for Universal Master Key Filters in DS-CNNs
Zahra Babaiee ⋅ Peyman M. Kiasari ⋅ Daniela Rus ⋅ Radu Grosu
[ OpenReview
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs
David McCoy · Yulun Wu · Zachary Butzin-Dozier
[ Slides [ Poster [ OpenReview
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 40
YEAST: Yet Another Sequential Test
Alexey Kurennoy ⋅ Majed Dodin ⋅ Tural Gurbanov ⋅ Ana Peleteiro Ramallo
[ Poster [ OpenReview