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Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
Bowen Wang · Jiuyang Chang · Yiming Qian · Guoxin Chen · Junhao Chen · Zhouqiang Jiang · Jiahao Zhang · Yuta Nakashima · Hajime Nagahara
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
Md Ashiqur Rahman · Robert Joseph George · Mogab Elleithy · Daniel Leibovici · Zongyi Li · Boris Bonev · Colin White · Julius Berner · Raymond A. Yeh · Jean Kossaifi · Kamyar Azizzadenesheli · Animashree Anandkumar
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding
Ye Liu · Zongyang Ma · Zhongang Qi · Yang Wu · Ying Shan · Chang Chen
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples
Baiqi Li · Zhiqiu Lin · WENXUAN PENG · Jean de Dieu Nyandwi · Daniel Jiang · Zixian Ma · Simran Khanuja · Ranjay Krishna · Graham Neubig · Deva Ramanan
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack
Xiaoyue Xu · Qinyuan Ye · Xiang Ren
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models
Wenhao Wang · Yi Yang
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
Luca Zancato · Arjun Seshadri · Yonatan Dukler · Aditya Sharad Golatkar · Yantao Shen · Benjamin Bowman · Matthew Trager · Alessandro Achille · Stefano Soatto
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
Jifan Zhang · Lalit Jain · Yang Guo · Jiayi Chen · Kuan Zhou · Siddharth Suresh · Andrew Wagenmaker · Scott Sievert · Timothy T Rogers · Kevin Jamieson · Bob Mankoff · Robert Nowak
[ Slides
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
$\texttt{ConflictBank}$: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs
Zhaochen Su · Jun Zhang · Xiaoye Qu · Tong Zhu · Yanshu Li · Jiashuo Sun · Juntao Li · Min Zhang · Yu Cheng
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Scaling Law for Time Series Forecasting
Jingzhe Shi · Qinwei Ma · Huan Ma · Lei Li
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning
Haoyi Zhu · Yating Wang · Di Huang · Weicai Ye · Wanli Ouyang · Tong He
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4930
Make Your LLM Fully Utilize the Context
Shengnan An · Zexiong Ma · Zeqi Lin · Nanning Zheng · Jian-Guang Lou · Weizhu Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
Graph Neural Networks and Arithmetic Circuits
Timon Barlag · Vivian Holzapfel · Laura Strieker · Jonni Virtema · Heribert Vollmer
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Latent Diffusion for Neural Spiking Data
Jaivardhan Kapoor · Auguste Schulz · Julius Vetter · Felix Pei · Richard Gao · Jakob H Macke
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
Liyuan Zhang · Le Hui · qi liu · Bo Li · Yuchao Dai
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
Ui-Hyeop Shin · Sangyoun Lee · Taehan Kim · Hyung-Min Park
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
Mikayel Samvelyan · Sharath Chandra Raparthy · Andrei Lupu · Eric Hambro · Aram Markosyan · Manish Bhatt · Yuning Mao · Minqi Jiang · Jack Parker-Holder · Jakob Foerster · Tim Rocktäschel · Roberta Raileanu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Stratified Prediction-Powered Inference for Effective Hybrid Evaluation of Language Models
Adam Fisch · Joshua Maynez · R. Hofer · Bhuwan Dhingra · Amir Globerson · William Cohen
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
Parsa Moradi · Behrooz Tahmasebi · Mohammad Maddah-Ali
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
DMesh: A Differentiable Mesh Representation
Sanghyun Son · Matheus Gadelha · Yang Zhou · Zexiang Xu · Ming Lin · Yi Zhou
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4931
Solving Zero-Sum Markov Games with Continous State via Spectral Dynamic Embedding
Chenhao Zhou · Zebang Shen · zhang chao · Hanbin Zhao · Hui Qian
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4937
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
Yuchen Hu · CHEN CHEN · Chao-Han Yang · Chengwei Qin · Pin-Yu Chen · Eng-Siong Chng · Chao Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Estimating Ego-Body Pose from Doubly Sparse Egocentric Video Data
Seunggeun Chi · Pin-Hao Huang · Enna Sachdeva · Hengbo Ma · Karthik Ramani · Kwonjoon Lee
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
Trajectory Diffusion for ObjectGoal Navigation
Xinyao Yu · Sixian Zhang · Xinhang Song · Xiaorong Qin · Shuqiang Jiang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
Yuzhou Gu · Nikki Lijing Kuang · Yian Ma · Zhao Song · Lichen Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
DreamMesh4D: Video-to-4D Generation with Sparse-Controlled Gaussian-Mesh Hybrid Representation
Zhiqi Li · Yiming Chen · Peidong Liu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
A Recipe for Charge Density Prediction
Xiang Fu · Andrew Rosen · Kyle Bystrom · Rui Wang · Albert Musaelian · Boris Kozinsky · Tess Smidt · Tommi Jaakkola
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning
Runqian Wang · Soumya Ghosh · David Cox · Diego Antognini · Aude Oliva · Rogerio Feris · Leonid Karlinsky
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Rethinking Optimal Transport in Offline Reinforcement Learning
Arip Asadulaev · Rostislav Korst · Aleksandr Korotin · Vage Egiazarian · Andrey Filchenkov · Evgeny Burnaev
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
Bootstrapping Top-down Information for Self-modulating Slot Attention
Dongwon Kim · Seoyeon Kim · Suha Kwak
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks
Christopher Blöcker · Chester Tan · Ingo Scholtes
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation
Tomoya Sakai · Haoxiang Qiu · Takayuki Katsuki · Daiki Kimura · Takayuki Osogami · Tadanobu Inoue
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
Giorgio Piatti · Zhijing Jin · Max Kleiman-Weiner · Bernhard Schölkopf · Mrinmaya Sachan · Rada Mihalcea
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
Axel Elaldi · Guido Gerig · Neel Dey
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Density-based User Representation using Gaussian Process Regression for Multi-interest Personalized Retrieval
Haolun Wu · Ofer Meshi · Masrour Zoghi · Fernando Diaz · Xue (Steve) Liu · Craig Boutilier · Maryam Karimzadehgan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
MotionBooth: Motion-Aware Customized Text-to-Video Generation
Jianzong Wu · Xiangtai Li · Yanhong Zeng · Jiangning Zhang · Qianyu Zhou · Yining Li · Yunhai Tong · Kai Chen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
SafeWorld: Geo-Diverse Safety Alignment
Da Yin · Haoyi Qiu · Kung-Hsiang Huang · Kai-Wei Chang · Nanyun Peng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis
Jiayu Su · David A Knowles · Raúl Rabadán
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
Microstructures and Accuracy of Graph Recall by Large Language Models
Yanbang Wang · Hejie Cui · Jon Kleinberg
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
Yefei He · Luoming Zhang · Weijia Wu · Jing Liu · Hong Zhou · Bohan Zhuang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
Training for Stable Explanation for Free
Chao Chen · Chenghua Guo · Rufeng Chen · Guixiang Ma · Ming Zeng · Xiangwen Liao · Xi Zhang · Sihong Xie
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
LRM-Zero: Training Large Reconstruction Models with Synthesized Data
Desai Xie · Sai Bi · Zhixin Shu · Kai Zhang · Zexiang Xu · Yi Zhou · Soeren Pirk · Arie Kaufman · Xin Sun · Hao Tan
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
Kendong Liu · Zhiyu Zhu · Chuanhao Li · Hui LIU · Huanqiang Zeng · Junhui Hou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation
Ruize Zhang · Sheng Tang · Juan Cao
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
Learning Infinitesimal Generators of Continuous Symmetries from Data
Gyeonghoon Ko · Hyunsu Kim · Juho Lee
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
Yubo Ye · Maryam Tolou · Sumeet Vadhavkar · Xiajun Jiang · Huafeng Liu · Linwei Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Sequoia: Scalable and Robust Speculative Decoding
Zhuoming Chen · Avner May · Ruslan Svirschevski · Yu-Hsun Huang · Max Ryabinin · Zhihao Jia · Beidi Chen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
Elias Jääsaari · Ville Hyvönen · Teemu Roos
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Evaluating the design space of diffusion-based generative models
Yuqing Wang · Ye He · Molei Tao
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
Kehan Guo · Bozhao Nan · Yujun Zhou · Taicheng Guo · Zhichun Guo · Mihir Surve · Zhenwen Liang · Nitesh Chawla · Olaf Wiest · Xiangliang Zhang
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
DiMSUM: Diffusion Mamba - A Scalable and Unified Spatial-Frequency Method for Image Generation
Hao Phung · Quan Dao · Trung Dao · Viet Hoang Phan · Dimitris Metaxas · Anh Tran
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Multi-language Diversity Benefits Autoformalization
Albert Q. Jiang · Wenda Li · Mateja Jamnik
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GS-Hider: Hiding Messages into 3D Gaussian Splatting
Xuanyu Zhang · Jiarui Meng · Runyi Li · Zhipei Xu · yongbing zhang · Jian Zhang
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns
Qin Zhang · Zelin Shi · Shirui Pan · Junyang Chen · Huisi Wu · Xiaojun Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction
Kanghao Chen · Hangyu Li · Jiazhou Zhou · Zeyu Wang · Lin Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention
Siyuan Huang · Yunchong Song · Jiayue Zhou · Zhouhan Lin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing
Jiangshan Wang · Yue Ma · Jiayi Guo · Yicheng Xiao · Gao Huang · Xiu Li
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
Linear Regression using Heterogeneous Data Batches
Ayush Jain · Rajat Sen · Weihao Kong · Abhimanyu Das · Alon Orlitsky
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
Beyazit Yalcinkaya · Niklas Lauffer · Marcell Vazquez-Chanlatte · Sanjit Seshia
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2904
Verified Code Transpilation with LLMs
Sahil Bhatia · Jie Qiu · Niranjan Hasabnis · Sanjit Seshia · Alvin Cheung
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
DiTFastAttn: Attention Compression for Diffusion Transformer Models
Zhihang Yuan · Hanling Zhang · Lu Pu · Xuefei Ning · Linfeng Zhang · Tianchen Zhao · Shengen Yan · Guohao Dai · Yu Wang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Conditional Density Estimation with Histogram Trees
Lincen Yang · Matthijs van Leeuwen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Algorithmic progress in language models
Wing Hin Anson Ho · Tamay Besiroglu · Ege Erdil · Zifan Guo · David Owen · Robi Rahman · David Atkinson · Neil Thompson · Jaime Sevilla
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
LION: Linear Group RNN for 3D Object Detection in Point Clouds
Zhe Liu · Jinghua Hou · Xinyu Wang · Xiaoqing Ye · Jingdong Wang · Hengshuang Zhao · Xiang Bai
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Federated Model Heterogeneous Matryoshka Representation Learning
Liping Yi · Han Yu · Chao Ren · Gang Wang · xiaoguang Liu · Xiaoxiao Li
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4932
Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
Jianan Yang · Chenchao Gao · Zhiqing Xiao · Junbo Zhao · Sai Wu · Gang Chen · Haobo Wang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
Naitik Khandelwal · Xiao Liu · Mengmi Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Consensus Learning with Deep Sets for Essential Matrix Estimation
Dror Moran · Yuval Margalit · Guy Trostianetsky · Fadi Khatib · Meirav Galun · Ronen Basri
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Learning symmetries via weight-sharing with doubly stochastic tensors
Putri van der Linden · Alejandro García-Castellanos · Sharvaree Vadgama · Thijs Kuipers · Erik Bekkers
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
Great Minds Think Alike: The Universal Convergence Trend of Input Salience
Yipei Wang · Jeffrey Siskind · Xiaoqian Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
Mengke Li · Ye Liu · Yang Lu · Yiqun Zhang · Yiu-ming Cheung · Hui Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
Optimal and Approximate Adaptive Stochastic Quantization
Ran Ben-Basat · Yaniv Ben-Itzhak · Michael Mitzenmacher · Shay Vargaftik
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
Ting-Hsuan Chen · Jie Wen Chan · Hau-Shiang Shiu · Shih-Han Yen · Changhan Yeh · Yu-Lun Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
Evaluating alignment between humans and neural network representations in image-based learning tasks
Can Demircan · Tankred Saanum · Leonardo Pettini · Marcel Binz · Blazej Baczkowski · Christian Doeller · Mona Garvert · Eric Schulz
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Building on Efficient Foundations: Effective Training of LLMs with Structured Feedforward Layers
Xiuying Wei · Skander Moalla · Razvan Pascanu · Caglar Gulcehre
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
Jian Hu · Jiayi Lin · Junchi Yan · Shaogang Gong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
UDPM: Upsampling Diffusion Probabilistic Models
Shady Abu-Hussein · Raja Giryes
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
Vishaal Udandarao · Ameya Prabhu · Adhiraj Ghosh · Yash Sharma · Philip Torr · Adel Bibi · Samuel Albanie · Matthias Bethge
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Ling Yang · Zhaochen Yu · Tianjun Zhang · Shiyi Cao · Minkai Xu · Wentao Zhang · Joseph Gonzalez · Bin CUI
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection
Qingyang Zhang · Qiuxuan Feng · Joey Tianyi Zhou · Yatao Bian · Qinghua Hu · Changqing Zhang
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Model-based Diffusion for Trajectory Optimization
Chaoyi Pan · Zeji Yi · Guanya Shi · Guannan Qu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
Inferring stochastic low-rank recurrent neural networks from neural data
Matthijs Pals · A Erdem Sağtekin · Felix Pei · Manuel Gloeckler · Jakob H Macke
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Towards Multi-Domain Learning for Generalizable Video Anomaly Detection
MyeongAh Cho · Taeoh Kim · Minho Shim · Dongyoon Wee · Sangyoun Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer
Haoyu Dong · Huiqiao Fu · Wentao Xu · Zhehao Zhou · Chunlin Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
RAGraph: A General Retrieval-Augmented Graph Learning Framework
Xinke Jiang · Rihong Qiu · Yongxin Xu · WentaoZhang · Yichen Zhu · Ruizhe Zhang · Yuchen Fang · Chu Xu · Junfeng Zhao · Yasha Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack
Mingli Zhu · Siyuan Liang · Baoyuan Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
Adarsh Jamadandi · Celia Rubio-Madrigal · Rebekka Burkholz
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning
Runhua Xu · Shiqi Gao · Chao Li · James Joshi · Jianxin Li
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers
Krzysztof M Choromanski · Arijit Sehanobish · Somnath Basu Roy Chowdhury · Han Lin · Kumar Avinava Dubey · Tamas Sarlos · Snigdha Chaturvedi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
Junha Hyung · Susung Hong · Sungwon Hwang · Jaeseong Lee · Jaegul Choo · Jin-Hwa Kim
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
SAM-Guided Masked Token Prediction for 3D Scene Understanding
Zhimin Chen · Liang Yang · Yingwei Li · Longlong Jing · Bing Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Artemis: Towards Referential Understanding in Complex Videos
Jihao Qiu · Yuan Zhang · Xi Tang · Lingxi Xie · Tianren Ma · Pengyu Yan · DAVID DOERMANN · Qixiang Ye · Yunjie Tian
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
Andrei Margeloiu · Xiangjian Jiang · Nikola Simidjievski · Mateja Jamnik
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
Scalable Neural Network Verification with Branch-and-bound Inferred Cutting Planes
Duo Zhou · Christopher Brix · Grani A. Hanasusanto · Huan Zhang
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
Xinhao Zheng · Yang Li · Cunxin Fan · Huaijin Wu · Xinhao Song · Junchi Yan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
ShengYun Peng · Pin-Yu Chen · Matthew Hull · Duen Horng Chau
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Latent Learning Progress Drives Autonomous Goal Selection in Human Reinforcement Learning
Gaia Molinaro · Cédric Colas · Pierre-Yves Oudeyer · Anne Collins
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
Gaspard Goupy · Pierre Tirilly · Ioan Marius Bilasco
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems
Jason Hu · Bowen Song · Xiaojian Xu · Liyue Shen · Jeffrey Fessler
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Generative Semi-supervised Graph Anomaly Detection
Hezhe Qiao · Qingsong Wen · Xiaoli Li · Ee-peng Lim · Guansong Pang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
Approximating mutual information of high-dimensional variables using learned representations
Gokul Gowri · Xiaokang Lun · Allon Klein · Peng Yin
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
NVRC: Neural Video Representation Compression
Ho Man Kwan · Ge Gao · Fan Zhang · Andrew Gower · David Bull
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
Chengyu Fang · Chunming He · Fengyang Xiao · Yulun Zhang · Longxiang Tang · Yuelin Zhang · Kai Li · Xiu Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
Full-Atom Peptide Design with Geometric Latent Diffusion
Xiangzhe Kong · Yinjun Jia · Wenbing Huang · Yang Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Piecewise deterministic generative models
Andrea Bertazzi · Dario Shariatian · Umut Simsekli · Eric Moulines · Alain Durmus
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
Yuxuan Wang · Haixu Wu · Jiaxiang Dong · Guo Qin · Haoran Zhang · Yong Liu · Yun-Zhong Qiu · Jianmin Wang · Mingsheng Long
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
Baekrok Shin · Junsoo Oh · Hanseul Cho · Chulhee Yun
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model
Zecheng Hao · Xinyu Shi · Yujia Liu · Zhaofei Yu · Tiejun Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Poseidon: Efficient Foundation Models for PDEs
Maximilian Herde · Bogdan Raonic · Tobias Rohner · Roger Käppeli · Roberto Molinaro · Emmanuel de Bézenac · Siddhartha Mishra
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Visual Perception by Large Language Model’s Weights
Feipeng Ma · Hongwei Xue · Yizhou Zhou · Guangting Wang · Fengyun Rao · Shilin Yan · Yueyi Zhang · Siying Wu · Mike Zheng Shou · Xiaoyan Sun
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
Yuancheng Xu · Jiarui Yao · Manli Shu · Yanchao Sun · Zichu Wu · Ning Yu · Tom Goldstein · Furong Huang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
REDUCR: Robust Data Downsampling using Class Priority Reweighting
William Bankes · George Hughes · Ilija Bogunovic · Zi Wang
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Image Reconstruction Via Autoencoding Sequential Deep Image Prior
Ismail Alkhouri · Shijun Liang · Evan Bell · Qing Qu · Rongrong Wang · Saiprasad Ravishankar
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
DiffuPac: Contextual Mimicry in Adversarial Packets Generation via Diffusion Model
Abdullah Bin Jasni · Akiko Manada · Kohei Watabe
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
Privacy Backdoors: Enhancing Membership Inference through Poisoning Pre-trained Models
Yuxin Wen · Leo Marchyok · Sanghyun Hong · Jonas Geiping · Tom Goldstein · Nicholas Carlini
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4936
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks
Tian Qiu · Chenchao Gao · Zunlei Feng · Jie Lei · Bingde Hu · Xingen Wang · Yi Gao · Mingli Song
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval
Dvir Samuel · Rami Ben-Ari · Matan Levy · Nir Darshan · Gal Chechik
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4933
Association Pattern-aware Fusion for Biological Entity Relationship Prediction
Lingxiang Jia · Yuchen Ying · Zunlei Feng · Zipeng Zhong · Shaolun Yao · Jiacong Hu · Mingjiang Duan · Xingen Wang · Jie Song · Mingli Song
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
Philip Fradkin · Puria Azadi Moghadam · Karush Suri · Frederik Wenkel · Ali Bashashati · Maciej Sypetkowski · Dominique Beaini
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning
Yiqin Lv · Qi Wang · Dong Liang · Zheng Xie
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
Beyond Slow Signs in High-fidelity Model Extraction
Hanna Foerster · Robert Mullins · I Shumailov · Jamie Hayes
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Why are Visually-Grounded Language Models Bad at Image Classification?
Yuhui Zhang · Alyssa Unell · Xiaohan Wang · Dhruba Ghosh · Yuchang Su · Ludwig Schmidt · Serena Yeung
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Quantifying the Gain in Weak-to-Strong Generalization
Moses Charikar · Chirag Pabbaraju · Kirankumar Shiragur
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Neural Residual Diffusion Models for Deep Scalable Vision Generation
Zhiyuan Ma · Liangliang Zhao · Biqing Qi · Bowen Zhou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Taming Generative Diffusion Prior for Universal Blind Image Restoration
Siwei Tu · Weidong Yang · Ben Fei
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
Wenkai Yang · Xiaohan Bi · Yankai Lin · Sishuo Chen · Jie Zhou · Xu Sun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
Heeseung Kim · Soonshin Seo · Kyeongseok Jeong · Ohsung Kwon · Soyoon Kim · Jungwhan Kim · Jaehong Lee · Eunwoo Song · Myungwoo Oh · Jung-Woo Ha · Sungroh Yoon · Kang Min Yoo
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
Zero-Shot Transfer of Neural ODEs
Tyler Ingebrand · Adam Thorpe · Ufuk Topcu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
GACL: Exemplar-Free Generalized Analytic Continual Learning
HUIPING ZHUANG · Yizhu Chen · Di Fang · Run He · Kai Tong · Hongxin Wei · Ziqian Zeng · Cen Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
Credal Deep Ensembles for Uncertainty Quantification
Kaizheng Wang · Fabio Cuzzolin · Shireen Kudukkil Manchingal - · Keivan Shariatmadar · David Moens · Hans Hallez
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
Continual Audio-Visual Sound Separation
Weiguo Pian · Yiyang Nan · Shijian Deng · Shentong Mo · Yunhui Guo · Yapeng Tian
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets
Eleni Straitouri · Suhas Thejaswi · Manuel Rodriguez
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models
Rui Hu · Qian He · Gaofeng He · Jiedong Zhuang · Huang Chen · Huafeng Liu · Huamin Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
What makes unlearning hard and what to do about it
KAIRAN ZHAO · Meghdad Kurmanji · George-Octavian Bărbulescu · Eleni Triantafillou · Peter Triantafillou
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification
Jiangming Shi · Xiangbo Yin · Yachao Zhang · zhizhong zhang · Yuan Xie · Yanyun Qu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
Yunshu Wu · Yingtao Luo · Xianghao Kong · Vagelis Papalexakis · Greg Ver Steeg
[ Slides [ Poster [ OpenReview
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Trading Place for Space: Increasing Location Resolution Reduces Contextual Capacity in Hippocampal Codes
Spencer Rooke · Zhaoze Wang · Ronald Di Tullio · Vijay Balasubramanian
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4938
HuRef: HUman-REadable Fingerprint for Large Language Models
Boyi Zeng · Lizheng Wang · Yuncong Hu · Yi Xu · Chenghu Zhou · Xinbing Wang · Yu Yu · Zhouhan Lin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
LACIE: Listener-Aware Finetuning for Calibration in Large Language Models
Elias Stengel-Eskin · Peter Hase · Mohit Bansal
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
QVAE-Mole: The Quantum VAE with Spherical Latent Variable Learning for 3-D Molecule Generation
Huaijin Wu · Xinyu Ye · Junchi Yan
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization
Huayang Huang · Yu Wu · Qian Wang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Shaving Weights with Occam's Razor: Bayesian Sparsification for Neural Networks using the Marginal Likelihood
Rayen Dhahri · Alexander Immer · Bertrand Charpentier · Stephan Günnemann · Vincent Fortuin
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception
JI Yuzhe · Yijie CHEN · Liuqing Yang · Ding Rui · Meng Yang · Xinhu Zheng
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
4Diffusion: Multi-view Video Diffusion Model for 4D Generation
Haiyu Zhang · Xinyuan Chen · Yaohui WANG · Xihui Liu · Yunhong Wang · Yu Qiao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Information Re-Organization Improves Reasoning in Large Language Models
Xiaoxia Cheng · Zeqi Tan · Wei Xue · Weiming Lu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models
Zhan Zhuang · Yulong Zhang · Xuehao Wang · Jiangang Lu · Ying Wei · Yu Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Single Image Reflection Separation via Dual-Stream Interactive Transformers
Qiming Hu · Hainuo Wang · Xiaojie Guo
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure
Xiang Li · Yixiang Dai · Qing Qu
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models
Alliot Nagle · Adway Girish · Marco Bondaschi · Michael Gastpar · Ashok Vardhan Makkuva · Hyeji Kim
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
Luis Cubillos · Guy Revach · Matthew Mender · Joseph Costello · Hisham Temmar · Aren Hite · Diksha Anoop Kumar Zutshi · Dylan Wallace · Xiaoyong Ni · Madison Kelberman · Matt Willsey · Ruud Van Sloun · Nir Shlezinger · Parag Patil · Anne Draelos · Cynthia Chestek
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
Maya Varma · Jean-Benoit Delbrouck · Zhihong Chen · Akshay Chaudhari · Curtis Langlotz
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
Dongjoon Lee · Hyeryn Park · Changhee Lee
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
State Space Models on Temporal Graphs: A First-Principles Study
Jintang Li · Ruofan Wu · Xinzhou Jin · Boqun Ma · Liang Chen · Zibin Zheng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
Haiyu Zhao · Lei Tian · Xinyan Xiao · Peng Hu · Yuanbiao Gou · Xi Peng
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
Angéline Pouget · Lucas Beyer · Emanuele Bugliarello · Xiao Wang · Andreas Steiner · Xiaohua Zhai · Ibrahim Alabdulmohsin
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction
Haoran Luo · Haihong E · Yuhao Yang · Tianyu Yao · Yikai Guo · Zichen Tang · Wentai Zhang · Shiyao Peng · Kaiyang Wan · Meina Song · Wei Lin · Yifan Zhu · Anh Tuan Luu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Learning Where to Edit Vision Transformers
Yunqiao Yang · Long-Kai Huang · Shengzhuang Chen · Kede Ma · Ying Wei
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Weak Supervision Performance Evaluation via Partial Identification
Felipe Maia Polo · Subha Maity · Mikhail Yurochkin · Moulinath Banerjee · Yuekai Sun
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Learning from Offline Foundation Features with Tensor Augmentations
Emir Konuk · Christos Matsoukas · Moein Sorkhei · Phitchapha Lertsiravarameth · Kevin Smith
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
Youssef Allouah · Abdellah El Mrini · Rachid Guerraoui · Nirupam Gupta · Rafael Pinot
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers
Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
Alex Jinpeng Wang · Linjie Li · Yiqi Lin · Min Li · Lijuan Wang · Mike Zheng Shou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
Tao Zhang · Xiangtai Li · Hao Fei · Haobo Yuan · Shengqiong Wu · Shunping Ji · Chen Change Loy · Shuicheng Yan
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Conjugate Bayesian Two-step Change Point Detection for Hawkes Process
Zeyue Zhang · Xiaoling LU · Feng Zhou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion
Ye He · Kevin Rojas · Molei Tao
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Mixture of Link Predictors on Graphs
Li Ma · Haoyu Han · Juanhui Li · Harry Shomer · Hui Liu · Xiaofeng Gao · Jiliang Tang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing
Weizhi Gao · Zhichao Hou · Han Xu · Xiaorui Liu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning
Divyam Madaan · Taro Makino · Sumit Chopra · Kyunghyun Cho
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
Linear Uncertainty Quantification of Graphical Model Inference
Chenghua Guo · Han Yu · Jiaxin Liu · Chao Chen · Qi Li · Sihong Xie · Xi Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks
Mo Zhou · Rong Ge
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
When Your AIs Deceive You: Challenges of Partial Observability in Reinforcement Learning from Human Feedback
Leon Lang · Davis Foote · Stuart J Russell · Anca Dragan · Erik Jenner · Scott Emmons
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Acoustic Volume Rendering for Neural Impulse Response Fields
Zitong Lan · Chenhao Zheng · Zhiwei Zheng · Mingmin Zhao
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
Yu Zhao · Hao Fei · Xiangtai Li · Libo Qin · Jiayi Ji · Hongyuan Zhu · Meishan Zhang · Min Zhang · Jianguo Wei
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
Yifan Jiang · jiarui zhang · Kexuan Sun · Zhivar Sourati Hassan Zadeh · Kian Ahrabian · Kaixin Ma · Filip Ilievski · Jay Pujara
[ Slides
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
Saravanan Kandasamy · Dheeraj Nagaraj
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
MoMu-Diffusion: On Learning Long-Term Motion-Music Synchronization and Correspondence
Fuming You · Minghui Fang · Li Tang · Rongjie Huang · Yongqi Wang · Zhou Zhao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
pcaGAN: Improving Posterior-Sampling cGANs via Principal Component Regularization
Matthew Bendel · Rizwan Ahmad · Philip Schniter
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
Xin Hu · Xiaole Tang · Ruixuan Yu · Jian Sun
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
Zhengfei Kuang · Shengqu Cai · Hao He · Yinghao Xu · Hongsheng Li · Leonidas Guibas · Gordon Wetzstein
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Logical characterizations of recurrent graph neural networks with reals and floats
Veeti Ahvonen · Damian Heiman · Antti Kuusisto · Carsten Lutz
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization
Yiwei Zhang · Jin Gao · Fudong Ge · Guan Luo · Bing Li · ZHAO-XIANG ZHANG · Haibin Ling · Weiming Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
Zechen Bai · Tong He · Haiyang Mei · Pichao WANG · Ziteng Gao · Joya Chen · liulei · Zheng Zhang · Mike Zheng Shou
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Decoupled Kullback-Leibler Divergence Loss
Jiequan Cui · Zhuotao Tian · Zhisheng Zhong · Xiaojuan Qi · Bei Yu · Hanwang Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data
Zhilin Zhao · Longbing Cao · Xuhui Fan · Wei-Shi Zheng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models
Lu Yu · Haiyang Zhang · Changsheng Xu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
IF-Font: Ideographic Description Sequence-Following Font Generation
Xinping Chen · Xiao Ke · Wenzhong Guo
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences
Damien Ferbach · Quentin Bertrand · Joey Bose · Gauthier Gidel
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Classification Diffusion Models: Revitalizing Density Ratio Estimation
Shahar Yadin · Noam Elata · Tomer Michaeli
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens
Ruifeng Ren · Yong Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
Krishna Sri Ipsit Mantri · Xinzhi Wang · Carola-Bibiane Schönlieb · Bruno Ribeiro · Beatrice Bevilacqua · Moshe Eliasof
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement
Zhehao Huang · Xinwen Cheng · JingHao Zheng · Haoran Wang · Zhengbao He · Tao Li · Xiaolin Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
What matters when building vision-language models?
Hugo Laurençon · Leo Tronchon · Matthieu Cord · Victor Sanh
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy
Sunwoo Kim · Soo Yong Lee · Fanchen Bu · Shinhwan Kang · Kyungho Kim · Jaemin Yoo · Kijung Shin
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Large Language Model Unlearning via Embedding-Corrupted Prompts
Chris Liu · Yaxuan Wang · Jeffrey Flanigan · Yang Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Attack-Resilient Image Watermarking Using Stable Diffusion
Lijun Zhang · Xiao Liu · Antoni Martin · Cindy Bearfield · Yuriy Brun · Hui Guan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
AutoPSV: Automated Process-Supervised Verifier
Jianqiao Lu · Zhiyang Dou · Hongru WANG · Zeyu Cao · Jianbo Dai · Yunlong Feng · Zhijiang Guo
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
Confidence Calibration of Classifiers with Many Classes
Adrien Le Coz · Stéphane Herbin · Faouzi Adjed
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Multiple Physics Pretraining for Spatiotemporal Surrogate Models
Michael McCabe · Bruno Régaldo-Saint Blancard · Liam Parker · Ruben Ohana · Miles Cranmer · Alberto Bietti · Michael Eickenberg · Siavash Golkar · Geraud Krawezik · Francois Lanusse · Mariel Pettee · Tiberiu Tesileanu · Kyunghyun Cho · Shirley Ho
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation
Ruihan Gao · Kangle Deng · Gengshan Yang · Wenzhen Yuan · Jun-Yan Zhu
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
Paul Soulos · Henry Conklin · Mattia Opper · Paul Smolensky · Jianfeng Gao · Roland Fernandez
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels
Haoyang Luo · Zheng Zhang · Yadan Luo
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Reconstruct and Match: Out-of-Distribution Robustness via Topological Homogeneity
Chaoqi Chen · Luyao Tang · Hui Huang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
GFlowNet Assisted Biological Sequence Editing
Pouya M. Ghari · Alex Tseng · Gokcen Eraslan · Romain Lopez · Tommaso Biancalani · Gabriele Scalia · Ehsan Hajiramezanali
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Improving robustness to corruptions with multiplicative weight perturbations
Quoc Trung Trinh · Markus Heinonen · Luigi Acerbi · Samuel Kaski
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Selective Explanations
Lucas Monteiro Paes · Dennis Wei · Flavio Calmon
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
Guowen Zhang · Lue Fan · Chenhang HE · Zhen Lei · ZHAO-XIANG ZHANG · Lei Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
Ma Rong · Jie Chen · Xiangyang Xue · Jian Pu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Diffeomorphic interpolation for efficient persistence-based topological optimization
Mathieu Carrière · Marc Theveneau · Théo Lacombe
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
Qi Chen · Bowen Zhang · Gang Wang · Qi Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
Wenjia Xie · Hao Wang · Luankang Zhang · Rui Zhou · Defu Lian · Enhong Chen
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Transformers are Minimax Optimal Nonparametric In-Context Learners
Juno Kim · Tai Nakamaki · Taiji Suzuki
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
Yunpeng Qing · Shunyu Liu · Jingyuan Cong · Kaixuan Chen · Yihe Zhou · Mingli Song
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
Chiyu Ma · Jon Donnelly · Wenjun Liu · Soroush Vosoughi · Cynthia Rudin · Chaofan Chen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
ReFIR: Grounding Large Restoration Models with Retrieval Augmentation
Hang Guo · Tao Dai · Zhihao Ouyang · Taolin Zhang · Yaohua Zha · Bin Chen · Shu-Tao Xia
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Spiking Token Mixer: A event-driven friendly Former structure for spiking neural networks
Shikuang Deng · Yuhang Wu · KANGRUI DU · Shi Gu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
Theoretical guarantees in KL for Diffusion Flow Matching
Marta Gentiloni Silveri · Alain Durmus · Giovanni Conforti
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection
Hongyu Shen · Yici Yan · Zhizhen Jane Zhao
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Variational Distillation of Diffusion Policies into Mixture of Experts
Hongyi Zhou · Denis Blessing · Ge Li · Onur Celik · Xiaogang Jia · Gerhard Neumann · Rudolf Lioutikov
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
Wanghan Xu · Fenghua Ling · zhangwenlong · Tao Han · Hao Chen · Wanli Ouyang · LEI BAI
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Multi-Object 3D Grounding with Dynamic Modules and Language-Informed Spatial Attention
Haomeng Zhang · Chiao-An Yang · Raymond A. Yeh
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
Yule Wang · Chengrui Li · Weihan Li · Anqi Wu
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Nonstationary Sparse Spectral Permanental Process
Zicheng Sun · Yixuan Zhang · Zenan Ling · Xuhui Fan · Feng Zhou
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
Towards Croppable Implicit Neural Representations
Maor Ashkenazi · Eran Treister
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
To Believe or Not to Believe Your LLM: IterativePrompting for Estimating Epistemic Uncertainty
Yasin Abbasi Yadkori · Ilja Kuzborskij · András György · Csaba Szepesvari
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
On the Saturation Effects of Spectral Algorithms in Large Dimensions
Weihao Lu · haobo Zhang · Yicheng Li · Qian Lin
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Towards Flexible Visual Relationship Segmentation
Fangrui Zhu · Jianwei Yang · Huaizu Jiang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Chain of Thoughtlessness? An Analysis of CoT in Planning
Kaya Stechly · Karthik Valmeekam · Subbarao Kambhampati
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
Unitary Convolutions for Learning on Graphs and Groups
Bobak Kiani · Lukas Fesser · Melanie Weber
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
Seungjoo Lee · Thanh-Long V. Le · Jaemin Shin · Sung-Ju Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
CODA: A Correlation-Oriented Disentanglement and Augmentation Modeling Scheme for Better Resisting Subpopulation Shifts
Ziquan OU · Zijun Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4934
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
Qi Li · Xiang Liu · Zhenheng Tang · Peijie Dong · Zeyu Li · Xinglin Pan · Xiaowen Chu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
Jintao Guo · Lei Qi · Yinghuan Shi · Yang Gao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
AutoGuide: Automated Generation and Selection of Context-Aware Guidelines for Large Language Model Agents
Yao Fu · Dong-Ki Kim · Jaekyeom Kim · Sungryull Sohn · Lajanugen Logeswaran · Kyunghoon Bae · Honglak Lee
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
Semantics and Spatiality of Emergent Communication
Rotem Ben Zion · Boaz Carmeli · Orr Paradise · Yonatan Belinkov
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
FreeSplat: Generalizable 3D Gaussian Splatting Towards Free View Synthesis of Indoor Scenes
Yunsong Wang · Tianxin Huang · Hanlin Chen · Gim Hee Lee
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Graph Neural Networks Do Not Always Oversmooth
Bastian Epping · Alexandre René · Moritz Helias · Michael T Schaub
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
Xiaolei Liu · Shaoshuai Li · Kaixin Gao · Binfeng Wang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks
Chiraag Kaushik · Justin Romberg · Vidya Muthukumar
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
RUIZHI LIU · ZhishengZeng · Shizhe Ding · Jingyan Sui · Xingquan Li · Dongbo Bu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1811
AdaPKC: PeakConv with Adaptive Peak Receptive Field for Radar Semantic Segmentation
Teng Li · Liwen Zhang · Youcheng Zhang · ZijunHu · Pengcheng Pi · Zongqing Lu · Qingmin Liao · Zhe Ma
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Exploration by Learning Diverse Skills through Successor State Representations
Paul-Antoine LE TOLGUENEC · Yann BESSE · Florent Teichteil-Koenigsbuch · Dennis Wilson · Emmanuel Rachelson
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
Kaican Li · Weiyan XIE · Yongxiang Huang · Didan Deng · Lanqing Hong · Zhenguo Li · Ricardo Silva · Nevin L. Zhang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Refusal in Language Models Is Mediated by a Single Direction
Andy Arditi · Oscar Obeso · Aaquib Syed · Daniel Paleka · Nina Panickssery · Wes Gurnee · Neel Nanda
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Empowering Visible-Infrared Person Re-Identification with Large Foundation Models
Zhangyi Hu · Bin Yang · Mang Ye
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
Wei Tao · Yucheng Zhou · Yanlin Wang · Wenqiang Zhang · Hongyu Zhang · Yu Cheng
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
Bridging OOD Detection and Generalization: A Graph-Theoretic View
Han Wang · Sharon Li
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
GSDF: 3DGS Meets SDF for Improved Neural Rendering and Reconstruction
Mulin Yu · Tao Lu · Linning Xu · Lihan Jiang · Yuanbo Xiangli · Bo Dai
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability
Baohao Liao · Christof Monz
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA
David Smerkous · Qinxun Bai · Fuxin Li
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness
Vaclav Voracek
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
Maxim Nikolaev · Mikhail Kuznetsov · Dmitry Vetrov · Aibek Alanov
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
Preferential Normalizing Flows
Petrus Mikkola · Luigi Acerbi · Arto Klami
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Beware of Road Markings: A New Adversarial Patch Attack to Monocular Depth Estimation
Hangcheng Liu · Zhenhu Wu · Hao Wang · Xingshuo Han · Shangwei Guo · Tao Xiang · Tianwei Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4924
Transductive Active Learning: Theory and Applications
Jonas Hübotter · Bhavya · Lenart Treven · Yarden As · Andreas Krause
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
DRACO: A Denoising-Reconstruction Autoencoder for Cryo-EM
YingJun Shen · Haizhao Dai · Qihe Chen · Yan Zeng · Jiakai Zhang · Yuan Pei · Jingyi Yu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4923
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning
Huy Hoang · Tien Mai · Pradeep Varakantham
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Iteratively Refined Early Interaction Alignment for Subgraph Matching based Graph Retrieval
Ashwin Ramachandran · Vaibhav Raj · Indradyumna Roy · Soumen Chakrabarti · Abir De
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
Ziyao Zeng · Yangchao Wu · Hyoungseob Park · Daniel Wang · Fengyu Yang · Stefano Soatto · DONG LAO · Byung-Woo Hong · Alex Wong
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
Jinghui Lu · Yanjie Wang · Ziwei Yang · Xuejing Liu · Brian Mac Namee · Can Huang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
High Rank Path Development: an approach to learning the filtration of stochastic processes
Jiajie Tao · Hao Ni · Chong Liu
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
Tobias Schröder · Zijing Ou · Yingzhen Li · Andrew Duncan
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
Joel Oskarsson · Tomas Landelius · Marc Deisenroth · Fredrik Lindsten
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
A Sober Look at the Robustness of CLIPs to Spurious Features
Qizhou Wang · Yong Lin · Yongqiang Chen · Ludwig Schmidt · Bo Han · Tong Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2202
Constructing Semantics-Aware Adversarial Examples with Probabilistic Perspective
Andi Zhang · Mingtian Zhang · Damon Wischik
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Hierarchical Selective Classification
Shani Goren · Ido Galil · Ran El-Yaniv
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
Sunghyeon Woo · Baeseong Park · Byeongwook Kim · Minjung Jo · Se Jung Kwon · Dongsuk Jeon · Dongsoo Lee
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When
Kevin Christian Wibisono · Yixin Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
Yufei Guo · Yuanpei Chen · Zecheng Hao · Weihang Peng · Zhou Jie · Yuhan Zhang · Xiaode Liu · Zhe Ma
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Unified Lexical Representation for Interpretable Visual-Language Alignment
Yifan Li · Yikai Wang · Yanwei Fu · Dongyu Ru · Zheng Zhang · Tong He
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
Qidong Liu · Xian Wu · Yejing Wang · Zijian Zhang · Feng Tian · Yefeng Zheng · Xiangyu Zhao
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Generative Modeling of Molecular Dynamics Trajectories
Bowen Jing · Hannes Stärk · Tommi Jaakkola · Bonnie Berger
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
ReGS: Reference-based Controllable Scene Stylization with Gaussian Splatting
Yiqun Mei · Jiacong Xu · Vishal Patel
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
Yizhen Luo · Zikun Nie · Massimo Hong · Suyuan Zhao · Hao Zhou · Zaiqing Nie
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation
Ziyi Wang · Yanbo Wang · Xumin Yu · Jie Zhou · Jiwen Lu
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2309
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame
Evan Markou · Thalaiyasingam Ajanthan · Stephen Gould
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
Unveiling the Hidden: Online Vectorized HD Map Construction with Clip-Level Token Interaction and Propagation
Nayeon Kim · Hongje Seong · Daehyun Ji · Sujin Jang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
A teacher-teacher framework for clinical language representation learning
Feiqing Huang · Shenghan Zhang · Sara Sweet · Tianxi Cai
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Deep Correlated Prompting for Visual Recognition with Missing Modalities
lianyu hu · Tongkai Shi · Wei Feng · Fanhua Shang · Liang Wan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
Exploring Context Window of Large Language Models via Decomposed Positional Vectors
Zican Dong · Junyi Li · Xin Men · Xin Zhao · Bingning Wang · Zhen Tian · weipeng chen · Ji-Rong Wen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution
Qi Tang · Yao Zhao · Meiqin Liu · Chao Yao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
Xuechen Zhang · Zijian Huang · Ege Onur Taga · Carlee Joe-Wong · Samet Oymak · Jiasi Chen
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4921
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
Huy Nguyen · Nhat Ho · Alessandro Rinaldo
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
Molecule Generation with Fragment Retrieval Augmentation
Seul Lee · Karsten Kreis · Srimukh Veccham · Meng Liu · Danny Reidenbach · Saee Paliwal · Arash Vahdat · Weili Nie
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis
Guillaume Jaume · Paul Doucet · Andrew Song · Ming Y. Lu · Cristina Almagro Pérez · Sophia Wagner · Anurag Vaidya · Richard Chen · Drew Williamson · Ahrong Kim · Faisal Mahmood
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
Keqiang Yan · Xiner Li · Hongyi Ling · Kenna Ashen · Carl Edwards · Raymundo Arroyave · Marinka Zitnik · Heng Ji · Xiaofeng Qian · Xiaoning Qian · Shuiwang Ji
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
Ted Lentsch · Holger Caesar · Dariu Gavrila
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Zero-shot Image Editing with Reference Imitation
Xi Chen · Yutong Feng · Mengting Chen · Yiyang Wang · Shilong Zhang · Yu Liu · Yujun Shen · Hengshuang Zhao
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
Large language model validity via enhanced conformal prediction methods
John Cherian · Isaac Gibbs · Emmanuel Candes
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4607
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
Tiansheng Huang · Sihao Hu · Ling Liu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1112
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
Jiahao Ying · Yixin Cao · Yushi Bai · QIANRU SUN · Bo Wang · Wei Tang · Zhaojun Ding · Yizhe Yang · Xuanjing Huang · Shuicheng Yan
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
Junlin He · Jinxiao Du · Susu Xu · Wei Ma
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Dense Connector for MLLMs
Huanjin Yao · Wenhao Wu · Taojiannan Yang · YuXin Song · Mengxi Zhang · Haocheng Feng · Yifan Sun · Zhiheng Li · Wanli Ouyang · Jingdong Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Automated Multi-level Preference for MLLMs
Mengxi Zhang · Wenhao Wu · Yu Lu · YuXin Song · KANG RONG · Huanjin Yao · Jianbo Zhao · Fanglong Liu · Haocheng Feng · Jingdong Wang · Yifan Sun
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion Models
Zhuoshi Pan · Yuguang Yao · Gaowen Liu · Bingquan Shen · H. Vicky Zhao · Ramana Kompella · Sijia Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
Local Curvature Smoothing with Stein's Identity for Efficient Score Matching
GENKI OSADA · Makoto Shing · Takashi Nishide
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
Shihan Ma · Bo Hu · Tianyu Jia · Alexander Clarke · Blanka Zicher · Arnault Caillet · Dario Farina · Jose C Principe
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
LiT: Unifying LiDAR "Languages" with LiDAR Translator
Yixing Lao · Tao Tang · Xiaoyang Wu · Peng Chen · Kaicheng Yu · Hengshuang Zhao
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
HAWK: Learning to Understand Open-World Video Anomalies
Jiaqi Tang · Hao LU · RUIZHENG WU · Xiaogang Xu · Ke Ma · Cheng Fang · Bin Guo · Jiangbo Lu · Qifeng Chen · Yingcong Chen
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
Jiabao Ji · Yujian Liu · Yang Zhang · Gaowen Liu · Ramana Kompella · Sijia Liu · Shiyu Chang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
Chuanyang Zheng · Yihang Gao · Han Shi · Minbin Huang · Jingyao Li · Jing Xiong · Xiaozhe Ren · Michael Ng · Xin Jiang · Zhenguo Li · Yu Li
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum
Hadi Pouransari · Chun-Liang Li · Jen-Hao Chang · Pavan Kumar Anasosalu Vasu · Cem Koc · Vaishaal Shankar · Oncel Tuzel
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
Pseudo-Private Data Guided Model Inversion Attacks
Xiong Peng · Bo Han · Feng Liu · Tongliang Liu · Mingyuan Zhou
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
ActAnywhere: Subject-Aware Video Background Generation
Boxiao Pan · Zhan Xu · Chun-Hao Huang · Krishna Kumar Singh · Yang Zhou · Leonidas Guibas · Jimei Yang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Dual-Personalizing Adapter for Federated Foundation Models
yiyuan yang · Guodong Long · Tao Shen · Jing Jiang · Michael Blumenstein
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
John Yang · Carlos Jimenez · Alexander Wettig · Kilian Lieret · Shunyu Yao · Karthik Narasimhan · Ofir Press
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
Gyusam Chang · Jiwon Lee · Donghyun Kim · Jinkyu Kim · Dongwook Lee · Daehyun Ji · Sujin Jang · Sangpil Kim
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Con4m: Context-aware Consistency Learning Framework for Segmented Time Series Classification
Junru Chen · Tianyu Cao · Jing Xu · Jiahe Li · Zhilong Chen · Tao Xiao · YANG YANG
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals
Abhiram Iyer · Sarthak Chandra · Sugandha Sharma · Ila Fiete
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices
Andres Potapczynski · Shikai Qiu · Marc Finzi · Christopher Ferri · Charlie Chen · Micah Goldblum · C. Bayan Bruss · Christopher De Sa · Andrew Wilson
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4935
Multi-Head Mixture-of-Experts
Xun Wu · Shaohan Huang · Wenhui Wang · Shuming Ma · Li Dong · Furu Wei
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
Yihao Zhang · Zeming Wei · Jun Sun · Meng Sun
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Transformer Doctor: Diagnosing and Treating Vision Transformers
Jiacong Hu · Hao Chen · Kejia Chen · Yang Gao · Jingwen Ye · Xingen Wang · Mingli Song · Zunlei Feng
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
Yuhang Cai · Jingfeng Wu · Song Mei · Michael Lindsey · Peter Bartlett
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Boosting Transferability and Discriminability for Time Series Domain Adaptation
Mingyang Liu · Xinyang Chen · Yang Shu · Xiucheng Li · Weili Guan · Liqiang Nie
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Optimistic Verifiable Training by Controlling Hardware Nondeterminism
Megha Srivastava · Simran Arora · Dan Boneh
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
Advancing Tool-Augmented Large Language Models: Integrating Insights from Errors in Inference Trees
SIJIA CHEN · Yibo Wang · Yi-Feng Wu · Qingguo Chen · Zhao Xu · Weihua Luo · Kaifu Zhang · Lijun Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design
Xiangxin Zhou · Jiaqi Guan · Yijia Zhang · Xingang Peng · Liang Wang · Jianzhu Ma
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
Absorb & Escape: Overcoming Single Model Limitations in Generating Heterogeneous Genomic Sequences
Zehui Li · Yuhao Ni · Guoxuan Xia · William Beardall · Akashaditya Das · Guy-Bart Stan · Yiren Zhao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Satformer: Accurate and Robust Traffic Data Estimation for Satellite Networks
Liang Qin · Xiyuan Liu · Wenting Wei · Liang Chengbin · Huaxi Gu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
A Motion-aware Spatio-temporal Graph for Video Salient Object Ranking
Hao Chen · Zhu Yufei · Yongjian Deng
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Spectral Adapter: Fine-Tuning in Spectral Space
Fangzhao Zhang · Mert Pilanci
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
Nikhil Behari · Edwin Zhang · YUNFAN ZHAO · Aparna Taneja · Dheeraj Nagaraj · Milind Tambe
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model
Wenbing Li · Hang Zhou · Junqing Yu · Zikai Song · Wei Yang
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
3D Gaussian Splatting as Markov Chain Monte Carlo
Shakiba Kheradmand · Daniel Rebain · Gopal Sharma · Weiwei Sun · Yang-Che Tseng · Hossam Isack · Abhishek Kar · Andrea Tagliasacchi · Kwang Moo Yi
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings
Milad Khademi Nori · Il-Min Kim
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning
Yanting Miao · William Loh · Suraj Kothawade · Pascal Poupart · Abdullah Rashwan · Yeqing Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1409
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection
Qinqian Lei · Bo Wang · Robby Tan
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights
Xin Wen · Bingchen Zhao · Yilun Chen · Jiangmiao Pang · Xiaojuan Qi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models
Wonguk Cho · Seokeon Choi · Debasmit Das · Matthias Reisser · Taesup Kim · Sungrack Yun · Fatih Porikli
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
Where does In-context Learning \\ Happen in Large Language Models?
Suzanna Sia · David Mueller · Kevin Duh
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
Zhenning Shi · haoshuai zheng · Chen Xu · Changsheng Dong · Bin Pan · Xie xueshuo · Along He · Tao Li · Huazhu Fu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
Zhanke Zhou · Rong Tao · Jianing Zhu · Yiwen Luo · Zengmao Wang · Bo Han
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
Yihan Wang · Yifan Zhu · Xiao-Shan Gao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
ZeroMark: Towards Dataset Ownership Verification without Disclosing Watermark
Junfeng Guo · Yiming Li · Ruibo Chen · Yihan Wu · chenxi liu · Heng Huang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Towards a Scalable Reference-Free Evaluation of Generative Models
Azim Ospanov · Jingwei Zhang · Mohammad Jalali · Xuenan Cao · Andrej Bogdanov · Farzan Farnia
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
Conformalized Time Series with Semantic Features
Baiting Chen · Zhimei Ren · Lu Cheng
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery and Alignment
Jiawei Chen · 春晖 赵
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
Francisco Acosta · Fatih Dinc · William Redman · Manu Madhav · David Klindt · Nina Miolane
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging
Zhenyi Lu · Chenghao Fan · Wei Wei · Xiaoye Qu · Dangyang Chen · Yu Cheng
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
DiffGS: Functional Gaussian Splatting Diffusion
Junsheng Zhou · Weiqi Zhang · Yu-Shen Liu
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection
Ying Yang · De Cheng · Chaowei Fang · Yubiao Wang · Changzhe Jiao · Lechao Cheng · Nannan Wang · Xinbo Gao
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
LLM Circuit Analyses Are Consistent Across Training and Scale
Curt Tigges · Michael Hanna · Qinan Yu · Stella Biderman
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3509
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
Fei Zhou · Peng Wang · Lei Zhang · Zhenghua Chen · Wei Wei · Chen Ding · Guosheng Lin · Yanning Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
Letian Gong · Yan Lin · Xinyue Zhang · Yiwen Lu · Xuedi Han · Yichen Liu · Shengnan Guo · Youfang Lin · Huaiyu Wan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
Jaihoon Kim · Juil Koo · Kyeongmin Yeo · Minhyuk Sung
[ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
Zijian Dong · Ruilin Li · Yilei Wu · Thuan Tinh Nguyen · Joanna Chong · Fang Ji · Nathanael Tong · Christopher Chen · Juan Helen Zhou
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Scalable DBSCAN with Random Projections
HaoChuan Xu · Ninh Pham
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models
Heng Yu · Chaoyang Wang · Peiye Zhuang · Willi Menapace · Aliaksandr Siarohin · Junli Cao · László Jeni · Sergey Tulyakov · Hsin-Ying Lee
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
SHMT: Self-supervised Hierarchical Makeup Transfer via Latent Diffusion Models
Zhaoyang Sun · Shengwu Xiong · Yaxiong Chen · Fei Du · Weihua Chen · Fan Wang · Yi Rong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
Kai Liu · Haotong Qin · Yong Guo · Xin Yuan · Linghe Kong · Guihai Chen · Yulun Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
Supervised Kernel Thinning
Albert Gong · Kyuseong Choi · Raaz Dwivedi
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4922
PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation
Fei Ni · Jianye Hao · Shiguang Wu · Longxin Kou · Yifu Yuan · Zibin Dong · Jinyi Liu · MingZhi Li · Yuzheng Zhuang · YAN ZHENG
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
Towards Human-AI Complementarity with Prediction Sets
Giovanni De Toni · Nastaran Okati · Suhas Thejaswi · Eleni Straitouri · Manuel Rodriguez
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Chat-Scene: Bridging 3D Scene and Large Language Models with Object Identifiers
Haifeng Huang · Yilun Chen · Zehan Wang · Rongjie Huang · Runsen Xu · Tai WANG · Luping Liu · Xize Cheng · Yang Zhao · Jiangmiao Pang · Zhou Zhao
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
Chaofan Tao · Qian Liu · Longxu Dou · Niklas Muennighoff · Zhongwei Wan · Ping Luo · Min Lin · Ngai Wong
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
Aligning to Thousands of Preferences via System Message Generalization
Seongyun Lee · Sue Hyun Park · Seungone Kim · Minjoon Seo
[ Poster [ OpenReview
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
Changli Wu · qi chen · Jiayi Ji · Haowei Wang · Yiwei Ma · You Huang · Gen Luo · Hao Fei · Xiaoshuai Sun · Rongrong Ji
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
Jiacong Hu · Jing Gao · Jingwen Ye · Yang Gao · Xingen Wang · Zunlei Feng · Mingli Song
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
Yihe Deng · Chenchen Ye · Zijie Huang · Mingyu Derek Ma · Yiwen Kou · Wei Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
How Does Message Passing Improve Collaborative Filtering?
Mingxuan Ju · William Shiao · Zhichun Guo · Yanfang Ye · Yozen Liu · Neil Shah · Tong Zhao
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
VMamba: Visual State Space Model
Yue Liu · Yunjie Tian · Yuzhong Zhao · Hongtian Yu · Lingxi Xie · Yaowei Wang · Qixiang Ye · Jianbin Jiao · Yunfan Liu
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
Weitong Zhang · Chengqi Zang · Liu Li · Sarah Cechnicka · Cheng Ouyang · Bernhard Kainz
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
Déjà Vu Memorization in Vision–Language Models
Bargav Jayaraman · Chuan Guo · Kamalika Chaudhuri
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Generative Hierarchical Materials Search
Sherry Yang · Simon Batzner · Ruiqi Gao · Muratahan Aykol · Alexander Gaunt · Brendan C McMorrow · Danilo Jimenez Rezende · Dale Schuurmans · Igor Mordatch · Ekin Dogus Cubuk
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
EfficientCAPER: An End-to-End Framework for Fast and Robust Category-Level Articulated Object Pose Estimation
Xinyi Yu · Haonan Jiang · Li Zhang · Lin Yuanbo Wu · Linlin Ou · Liu Liu
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation
Anh Bui · Tung-Long Vuong · Khanh Doan · Trung Le · Paul Montague · Tamas Abraham · Dinh Phung
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
Reasoning Multi-Agent Behavioral Topology for Interactive Autonomous Driving
Haochen Liu · Li Chen · Yu Qiao · Chen Lv · Hongyang Li
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
Seunghan Lee · Kibok Lee · Taeyoung Park
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection
XIAO YU · Yuang Qi · Kejiang Chen · Guoqiang Chen · Xi Yang · Pengyuan Zhu · Xiuwei Shang · Weiming Zhang · Nenghai Yu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Understanding Transformer Reasoning Capabilities via Graph Algorithms
Clayton Sanford · Bahare Fatemi · Ethan Hall · Anton Tsitsulin · Mehran Kazemi · Jonathan Halcrow · Bryan Perozzi · Vahab Mirrokni
[ Poster [ OpenReview
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
Zixuan Gong · Guangyin Bao · Qi Zhang · Zhongwei Wan · Duoqian Miao · Shoujin Wang · Lei Zhu · Changwei Wang · Rongtao Xu · Liang Hu · Ke Liu · Yu Zhang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
Qizhang Li · Yiwen Guo · Wangmeng Zuo · Hao Chen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
Aniket Das · Dheeraj Nagaraj · Soumyabrata Pal · Arun Suggala · Prateek Varshney
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation
Jiaxin Cheng · ZIXU ZHAO · Tong He · Tianjun Xiao · Yicong Zhou · Zheng Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
ContextCite: Attributing Model Generation to Context
Benjamin Cohen-Wang · Harshay Shah · Kristian Georgiev · Aleksander Madry
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
Lighting Every Darkness with 3DGS: Fast Training and Real-Time Rendering for HDR View Synthesis
Xin Jin · Pengyi Jiao · Zheng-Peng Duan · Xingchao Yang · Chongyi Li · Chun-Le Guo · Bo Ren
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
On the cohesion and separability of average-link for hierarchical agglomerative clustering
Eduardo Laber · Miguel Batista
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
QBB: Quantization with Binary Bases for LLMs
Adrian Bulat · Yassine Ouali · Georgios Tzimiropoulos
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
Mingcheng Li · Dingkang Yang · Yang Liu · Shunli Wang · Jiawei Chen · Shuaibing Wang · Jinjie Wei · Yue Jiang · Qingyao Xu · Xiaolu Hou · Mingyang Sun · Ziyun Qian · Dongliang Kou · Lihua Zhang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Denoising Diffusion Path: Attribution Noise Reduction with An Auxiliary Diffusion Model
Yiming Lei · Zilong Li · Junping Zhang · Hongming Shan
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
Bayesian Identification of the Hamiltonian Inductive Bias in Dynamical Systems
Stefano Cortinovis · Mark van der Wilk
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
Neglected Hessian component explains mysteries in sharpness regularization
Yann Dauphin · Atish Agarwala · Hossein Mobahi
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
Yuhan Zhu · Yuyang Ji · Zhiyu Zhao · Gangshan Wu · Limin Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Online Relational Inference for Evolving Multi-agent Interacting Systems
Beomseok Kang · Priyabrata Saha · Sudarshan Sharma · Biswadeep Chakraborty · Saibal Mukhopadhyay
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising
Gongfan Fang · Xinyin Ma · Xinchao Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
Any2Policy: Learning Visuomotor Policy with Any-Modality
Yichen Zhu · Zhicai Ou · Feifei Feng · Jian Tang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
Fairness without Harm: An Influence-Guided Active Sampling Approach
Jinlong Pang · Jialu Wang · Zhaowei Zhu · Yuanshun Yao · Chen Qian · Yang Liu
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Symbolic Regression with a Learned Concept Library
Arya Grayeli · Atharva Sehgal · Omar Costilla Reyes · Miles Cranmer · Swarat Chaudhuri
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
A probability contrastive learning framework for 3D molecular representation learning
Jiayu Qin · Jian Chen · Rohan Sharma · Jingchen Sun · Changyou Chen
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
Jiwan Hur · DongJae Lee · Gyojin Han · Jaehyun Choi · Yunho Jeon · Junmo Kim
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
Yiran Zhao · Wenyue Zheng · Tianle Cai · Do Xuan Long · Kenji Kawaguchi · Anirudh Goyal · Michael Qizhe Shieh
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4939
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
Elizabeth Collins-Woodfin · Inbar Seroussi · Begoña García Malaxechebarría · Andrew W. Mackenzie · Elliot Paquette · Courtney Paquette
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
[Re] Reproducibility Study of “Explaining Temporal Graph Models Through an Explorer-Navigator Framework"
Helia Ghasemi · Christina Isaicu · Jesse Wonnink · Andreas Berentzen
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
Yangruibo Ding · Jinjun Peng · Marcus Min · Gail Kaiser · Junfeng Yang · Baishakhi Ray
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Deep Homomorphism Networks
Takanori Maehara · Hoang NT
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
Rejection via Learning Density Ratios
Alexander Soen · Hisham Husain · Philip Schulz · Vu Nguyen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4920
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
Bong Gyun Kang · Dongjun Lee · HyunGi Kim · Dohyun Chung · Sungroh Yoon
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
Treeffuser: probabilistic prediction via conditional diffusions with gradient-boosted trees
Nicolas Beltran Velez · Alessandro A Grande · Achille Nazaret · Alp Kucukelbir · David Blei
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Navigating Chemical Space with Latent Flows
Guanghao Wei · Yining Huang · Chenru Duan · Yue Song · Yuanqi Du
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
Viktor Zaverkin · Francesco Alesiani · Takashi Maruyama · Federico Errica · Henrik Christiansen · Makoto Takamoto · Nicolas Weber · Mathias Niepert
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4925
Gorilla: Large Language Model Connected with Massive APIs
Shishir G Patil · Tianjun Zhang · Xin Wang · Joseph Gonzalez
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
Qitao Zhao · Shubham Tulsiani
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2101
KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization
Tianyi Zhang · Jonah Yi · Zhaozhuo Xu · Anshumali Shrivastava
[ Poster [ OpenReview
Oral Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
Human Expertise in Algorithmic Prediction
Rohan Alur · Manish Raghavan · Devavrat Shah
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
Mengxi Chen · Fei Zhang · Zihua Zhao · Jiangchao Yao · Ya Zhang · Yanfeng Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses
Xiaosen Zheng · Tianyu Pang · Chao Du · Qian Liu · Jing Jiang · Min Lin
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation
Jiwoong Park · Yang Shen
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization
Ruiqi Zhang · Jingfeng Wu · Peter Bartlett
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
Burouj Armgaan · Manthan Dalmia · Sourav Medya · Sayan Ranu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
Studying How to Efficiently and Effectively Guide Models with Explanations - A Reproducibility Study
Adrian Sauter · Milan Miletić · Ryan Ott · Rohith Prabakaran
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
Zehui Li · Vallijah Subasri · Guy-Bart Stan · Yiren Zhao · Bo Wang
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Infinite-Dimensional Feature Interaction
Chenhui Xu · FUXUN YU · Maoliang Li · Zihao Zheng · Zirui Xu · Jinjun Xiong · Xiang Chen
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
Saiyue Lyu · Shadab Shaikh · Frederick Shpilevskiy · Evan Shelhamer · Mathias Lécuyer
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Kermut: Composite kernel regression for protein variant effects
Peter Mørch Groth · Mads Kerrn · Lars Olsen · Jesper Salomon · Wouter Boomsma
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
Ziyuan Huang · Kaixiang Ji · Biao Gong · Zhiwu Qing · Qinglong Zhang · Kecheng Zheng · Jian Wang · Jingdong Chen · Ming Yang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
Active design of two-photon holographic stimulation for identifying neural population dynamics
Andrew Wagenmaker · Lu Mi · Marton Rozsa · Matthew Bull · Karel Svoboda · Kayvon Daie · Matthew Golub · Kevin Jamieson
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
Bayesian Adaptive Calibration and Optimal Design
Rafael Oliveira · Dino Sejdinovic · David Howard · Edwin Bonilla
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Generative Fractional Diffusion Models
Gabriel Nobis · Maximilian Springenberg · Marco Aversa · Michael Detzel · Rembert Daems · Roderick Murray-Smith · Shinichi Nakajima · Sebastian Lapuschkin · Stefano Ermon · Tolga Birdal · Manfred Opper · Christoph Knochenhauer · Luis Oala · Wojciech Samek
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
Xiao Liu · Muyang Lyu · Cong Yu · Si Wu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
AdvAD: Exploring Non-Parametric Diffusion for Imperceptible Adversarial Attacks
Jin Li · Ziqiang He · Anwei Luo · Jian-Fang Hu · Z. Jane Wang · Xiangui Kang
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
Xuanfa Jin · Ziyan Wang · Yali Du · Meng Fang · Haifeng Zhang · Jun Wang
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Linear Transformers are Versatile In-Context Learners
Max Vladymyrov · Johannes von Oswald · Mark Sandler · Rong Ge
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Stress-Testing Capability Elicitation With Password-Locked Models
Ryan Greenblatt · Fabien Roger · Dmitrii Krasheninnikov · David Krueger
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations
Alex Hägele · Elie Bakouch · Atli Kosson · Loubna Ben allal · Leandro Von Werra · Martin Jaggi
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Data Acquisition via Experimental Design for Data Markets
Charles Lu · Baihe Huang · Sai Praneeth Karimireddy · Praneeth Vepakomma · Michael Jordan · Ramesh Raskar
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
A Metalearned Neural Circuit for Nonparametric Bayesian Inference
Jake Snell · Gianluca Bencomo · Tom Griffiths
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
LESS: Label-Efficient and Single-Stage Referring 3D Segmentation
Xuexun Liu · Xiaoxu Xu · Jinlong Li · Qiudan Zhang · Xu Wang · Nicu Sebe · Lin Ma
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Categorical Flow Matching on Statistical Manifolds
Chaoran Cheng · Jiahan Li · Jian Peng · Ge Liu
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models
Diego Doimo · Alessandro Serra · Alessio Ansuini · Alberto Cazzaniga
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Learning Diffusion Priors from Observations by Expectation Maximization
François Rozet · Gerome Andry · Francois Lanusse · Gilles Louppe
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
Aditya Desai · Kimia Saedi · Apoorv Walia · Jihyeong Lee · Keren Zhou · Anshumali Shrivastava
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
Accuracy is Not All You Need
Abhinav Dutta · Sanjeev Krishnan · Nipun Kwatra · Ramachandran Ramjee
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Are Graph Neural Networks Optimal Approximation Algorithms?
Morris Yau · Nikolaos Karalias · Eric Lu · Jessica Xu · Stefanie Jegelka
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Physics-Informed Variational State-Space Gaussian Processes
Oliver Hamelijnck · Arno Solin · Theodoros Damoulas
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Coherent 3D Scene Diffusion From a Single RGB Image
Manuel Dahnert · Angela Dai · Norman Müller · Matthias Niessner
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Probabilistic size-and-shape functional mixed models
Fangyi Wang · Karthik Bharath · Oksana Chkrebtii · Sebastian Kurtek
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Soft Superpixel Neighborhood Attention
Kent W Gauen · Stanley Chan
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning
CHENYU YANG · Xizhou Zhu · Jinguo Zhu · Weijie Su · Junjie Wang · Xuan Dong · Wenhai Wang · Bin Li · Jie Zhou · Yu Qiao · Jifeng Dai
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
Constrained Diffusion Models via Dual Training
Shervin Khalafi · Dongsheng Ding · Alejandro Ribeiro
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
Diffusion of Thought: Chain-of-Thought Reasoning in Diffusion Language Models
Jiacheng Ye · Shansan Gong · Liheng Chen · Lin Zheng · Jiahui Gao · Han Shi · Chuan Wu · Xin Jiang · Zhenguo Li · Wei Bi · Lingpeng Kong
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data
Konstantin Hemker · Nikola Simidjievski · Mateja Jamnik
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
Abhimanyu Hans · John Kirchenbauer · Yuxin Wen · Neel Jain · Hamid Kazemi · Prajwal Singhania · Siddharth Singh · Gowthami Somepalli · Jonas Geiping · Abhinav Bhatele · Tom Goldstein
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
What do Graph Neural Networks learn? Insights from Tropical Geometry
Tuan Anh Pham · Vikas Garg
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
Algebraic Positional Encodings
Konstantinos Kogkalidis · Jean-Philippe Bernardy · Vikas Garg
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
Be Confident in What You Know: Bayesian Parameter Efficient Fine-Tuning of Vision Foundation Models
Deep Pandey · Spandan Pyakurel · Qi Yu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
Yiming Li · Zehong Wang · Yue Wang · Zhiding Yu · Zan Gojcic · Marco Pavone · Chen Feng · Jose M. Alvarez
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation
Majdi Hassan · Nikhil Shenoy · Jungyoon Lee · Hannes Stärk · Stephan Thaler · Dominique Beaini
[ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Unified Covariate Adjustment for Causal Inference
Yonghan Jung · Jin Tian · Elias Bareinboim
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Flexible task abstractions emerge in linear networks with fast and bounded units
Kai Sandbrink · Jan Bauer · Alexandra Proca · Andrew Saxe · Christopher Summerfield · Ali Hummos
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Graphcode: Learning from multiparameter persistent homology using graph neural networks
Florian Russold · Michael Kerber
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
Maitreya Patel · Naga Sai Abhiram Kusumba · Sheng Cheng · Changhoon Kim · Tejas Gokhale · Chitta Baral · 'YZ' Yezhou Yang
[ Slides [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
Validating Climate Models with Spherical Convolutional Wasserstein Distance
Robert Garrett · Trevor Harris · Zhuo Wang · Bo Li
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
UniAR: A Unified model for predicting human Attention and Responses on visual content
Peizhao Li · Junfeng He · Gang Li · Rachit Bhargava · Shaolei Shen · Nachiappan Valliappan · Youwei Liang · Hongxiang Gu · Venky Ramachandran · Golnaz farhadi · Yang Li · Kai Kohlhoff · Vidhya Navalpakkam
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
SceneCraft: Layout-Guided 3D Scene Generation
Xiuyu Yang · Yunze Man · Junkun Chen · Yu-Xiong Wang
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
Benno Krojer · Dheeraj Vattikonda · Luis Lara · Varun Jampani · Eva Portelance · Chris Pal · Siva Reddy
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and RGB Data
Matthew Allen · Francisco Dorr · Joseph Alejandro Gallego Mejia · Laura Martínez-Ferrer · Anna Jungbluth · Freddie Kalaitzis · Raul Ramos-Pollán
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers
Shraman Pramanick · Rama Chellappa · Subhashini Venugopalan
[ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models
Giannis Daras · Weili Nie · Karsten Kreis · Alex Dimakis · Morteza Mardani · Nikola Kovachki · Arash Vahdat
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Neural Model Checking
Mirco Giacobbe · Daniel Kroening · Abhinandan Pal · Michael Tautschnig
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
Tobit Klug · Kun Wang · Stefan Ruschke · Reinhard Heckel
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
Jerome Sieber · Carmen Amo Alonso · Alexandre Didier · Melanie Zeilinger · Antonio Orvieto
[ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Reproducibility study of “LICO: Explainable Models with Language-Image Consistency"
Luan Fletcher · Robert van der Klis · Martin Sedlacek · Stefan Vasilev · Christos Athanasiadis
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
An-Chieh Cheng · Hongxu Yin · Yang Fu · Qiushan Guo · Ruihan Yang · Jan Kautz · Xiaolong Wang · Sifei Liu
[ Slides [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
[Re] GNNInterpreter: A probabilistic generative model-level explanation for Graph Neural Networks
Batu Helvacioglu · Ana Vasilcoiu · Thijs Stessen · Thies Kersten
[ Slides [ Poster
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
MotionGS: Exploring Explicit Motion Guidance for Deformable 3D Gaussian Splatting
Ruijie Zhu · Yanzhe Liang · Hanzhi Chang · Jiacheng Deng · Jiahao Lu · Wenfei Yang · Tianzhu Zhang · Yongdong Zhang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
An Analysis of Robustness of Non-Lipschitz Networks
Maria-Florina Balcan · Avrim Blum · Dravyansh Sharma · Hongyang Zhang
[ Slides [ Poster [ JMLR
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
Pre-trained Gaussian Processes for Bayesian Optimization
Zi Wang · George Dahl · Kevin Swersky · Chansoo Lee · Zachary Nado · Justin Gilmer · Jasper Snoek · Zoubin Ghahramani
[ Slides [ JMLR
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation
Momin Haider · Ming Yin · Menglei Zhang · Arpit Gupta · Jing Zhu · Yu-Xiang Wang
Spotlight Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
X-Ray: A Sequential 3D Representation For Generation
Tao Hu · Wenhang Ge · Yuyang Zhao · Gim Hee Lee
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
Zhongwang Zhang · Pengxiao Lin · Zhiwei Wang · Yaoyu Zhang · Zhi-Qin Xu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
LLM-Check: Investigating Detection of Hallucinations in Large Language Models
Gaurang Sriramanan · Siddhant Bharti · Vinu Sankar Sadasivan · Shoumik Saha · Priyatham Kattakinda · Soheil Feizi
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 11 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
Lin Chen · Xilin Wei · Jinsong Li · Xiaoyi Dong · Pan Zhang · Yuhang Zang · Zehui Chen · Haodong Duan · lin bin · Zhenyu Tang · Li Yuan · Yu Qiao · Dahua Lin · Feng Zhao · Jiaqi Wang
[ Slides [ Poster