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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs
In Mexico City Poster Session 3
Amirmohammad Farzaneh ⋅ Osvaldo Simeone
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
In Mexico City Poster Session 3
Ye Zhu ⋅ Duo Xu ⋅ Zhiwei Deng ⋅ Jonathan Tan ⋅ Olga Russakovsky
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes
In Mexico City Poster Session 3
Hossein Zakerinia ⋅ Christoph Lampert
[ OpenReview] 
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
In Mexico City Poster Session 3
Zhizhong Li ⋅ Sina Sajadmanesh ⋅ Jingtao Li ⋅ Lingjuan Lyu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning
In Mexico City Poster Session 3
Zongqian Li ⋅ Yixuan Su ⋅ Nigel Collier
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints
In Mexico City Poster Session 3
Ling Zhan ⋅ Junjie Huang ⋅ Xiaoyao Yu ⋅ Wenyu Chen ⋅ Tao Jia
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A machine learning approach that beats Rubik's cubes
In Mexico City Poster Session 3
Alexander Chervov ⋅ Kirill Khoruzhii ⋅ Nikita Bukhal ⋅ Jalal Naghiyev ⋅ Vladislav Zamkovoy ⋅ Ivan Koltsov ⋅ Lyudmila Cheldieva ⋅ Arsenii Sychev ⋅ Arsenii Lenin ⋅ Mark Obozov ⋅ Egor Urvanov ⋅ Alexey Romanov
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
In Mexico City Poster Session 3
Mehrdad Noori ⋅ David OSOWIECHI ⋅ Gustavo Vargas Hakim ⋅ Ali Bahri ⋅ Moslem Yazdanpanah ⋅ Sahar Dastani ⋅ Farzad Beizaee ⋅ Ismail Ayed ⋅ Christian Desrosiers
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Revealing Multimodal Causality with Large Language Models
In Mexico City Poster Session 3
Jin Li ⋅ Shoujin Wang ⋅ Qi Zhang ⋅ Feng Liu ⋅ Tongliang Liu ⋅ Longbing Cao ⋅ Shui Yu ⋅ Fang Chen
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Privacy in Multimodal Federated Learning with Information Theory
In Mexico City Poster Session 3
Tianzhe Xiao ⋅ Yichen Li ⋅ Yining Qi ⋅ YI LIU ⋅ wangshi.ww ⋅ Haozhao Wang ⋅ Yi Wang ⋅ Ruixuan Li
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Orthogonal Contrastive Learning for Multi-Representation fMRI Analysis
In Mexico City Poster Session 3
Tony Yousefnezhad
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Doubly Robust Alignment for Large Language Models
In Mexico City Poster Session 3
Erhan Xu ⋅ Kai Ye ⋅ Hongyi Zhou ⋅ Luhan Zhu ⋅ Francesco Quinzan ⋅ Chengchun Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
In Mexico City Poster Session 3
Yang Chen ⋅ Menglin Zou ⋅ Jiaqi Zhang ⋅ Yitan Zhang ⋅ Junyi Yang ⋅ Gaël Gendron ⋅ Libo Zhang ⋅ Jiamou Liu ⋅ Michael Witbrock
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
ECO: Evolving Core Knowledge for Efficient Transfer
In Mexico City Poster Session 3
Fu Feng ⋅ Yucheng Xie ⋅ Ruixiao Shi ⋅ Jianlu Shen ⋅ Jingq Wang ⋅ Xin Geng
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation
In Mexico City Poster Session 3
Hanyue Lou ⋅ Jinxiu Liang ⋅ Minggui Teng ⋅ Yi Wang ⋅ Boxin Shi
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Toward a Unified Geometry Understanding : Riemannian Diffusion Framework for Graph Generation and Prediction
In Mexico City Poster Session 3
Yisen Gao ⋅ Xingcheng Fu ⋅ Qingyun Sun ⋅ Jianxin Li ⋅ Xianxian LI
[ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A unified framework for establishing the universal approximation of transformer-type architectures
In Mexico City Poster Session 3
Jingpu Cheng ⋅ Ting Lin ⋅ Zuowei Shen ⋅ Qianxiao Li
[ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Improving the Straight-Through Estimator with Zeroth-Order Information
In Mexico City Poster Session 3
Ningfeng Yang ⋅ Tor Aamodt
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
Hawaii: Hierarchical Visual Knowledge Transfer for Efficient Vision-Language Models
In Mexico City Poster Session 3
Yimu Wang ⋅ Mozhgan Nasr Azadani ⋅ Sean Sedwards ⋅ Krzysztof Czarnecki
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors
In Mexico City Poster Session 3
Guangyi Zhang ⋅ Qiyu Liu ⋅ Aristides Gionis
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning
In Mexico City Poster Session 3
Chuhao Zhou ⋅ Jianfei Yang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths
In Mexico City Poster Session 3
Sheng Huang ⋅ Lele Fu ⋅ Fanghua Ye ⋅ Tianchi Liao ⋅ Bowen Deng ⋅ zhangchuanfu ⋅ Chuan Chen
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Proximalized Preference Optimization for Diverse Feedback Types: A Decomposed Perspective on DPO
In Mexico City Poster Session 3
Kaiyang Guo ⋅ Yinchuan Li ⋅ Zhitang Chen
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
InstructHOI: Context-Aware Instruction for Multi-Modal Reasoning in Human-Object Interaction Detection
In Mexico City Poster Session 3
Jinguo Luo ⋅ Weihong Ren ⋅ Quanlong Zheng ⋅ Yanhao Zhang ⋅ Zhenlong Yuan ⋅ Zhiyong Wang ⋅ Haonan Lu ⋅ Honghai LIU
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Statistical inference for Linear Stochastic Approximation with Markovian Noise
In Mexico City Poster Session 3
Sergey Samsonov ⋅ Marina Sheshukova ⋅ Eric Moulines ⋅ Alexey Naumov
[ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Limitations of Normalization in Attention
In Mexico City Poster Session 3
Timur Mudarisov ⋅ Mikhail Burtsev ⋅ Tatiana Petrova ⋅ Radu State
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
IMPACT: Irregular Multi-Patch Adversarial Composition Based on Two‑Phase Optimization
In Mexico City Poster Session 3
Zenghui Yang ⋅ Xingquan Zuo ⋅ Hai Huang ⋅ Gang Chen ⋅ Xinchao Zhao ⋅ Tianle Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Computational Hardness of Reinforcement Learning with Partial $q^{\pi}$-Realizability
In Mexico City Poster Session 3
Shayan Karimi ⋅ Xiaoqi Tan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework
In Mexico City Poster Session 3
Yujie Xing ⋅ Xiao Wang ⋅ Bin Wu ⋅ Hai Huang ⋅ Chuan Shi
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
In Mexico City Poster Session 3
Patrick Kahardipraja ⋅ Reduan Achtibat ⋅ Thomas Wiegand ⋅ Wojciech Samek ⋅ Sebastian Lapuschkin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Information Theoretic Learning for Diffusion Models with Warm Start
In Mexico City Poster Session 3
Yirong Shen ⋅ Lu GAN ⋅ Cong Ling
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Fair Matroid Selection
In Mexico City Poster Session 3
Kiarash Banihashem ⋅ MohammadTaghi Hajiaghayi ⋅ Danny Mittal
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
In Mexico City Poster Session 3
Viacheslav Surkov ⋅ Chris Wendler ⋅ Antonio Mari ⋅ Mikhail Terekhov ⋅ Justin Deschenaux ⋅ Robert West ⋅ Caglar Gulcehre ⋅ David Bau
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
Online Multi-Class Selection with Group Fairness Guarantee
In Mexico City Poster Session 3
Faraz Zargari ⋅ Hossein Jazi ⋅ Lyndon Hallett ⋅ Bo Sun ⋅ Xiaoqi Tan
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
In Mexico City Poster Session 3
Zhuang Qi ⋅ Yu Pan ⋅ Lei Meng ⋅ Sijin Zhou ⋅ Han Yu ⋅ Xiaoxiao Li ⋅ Xiangxu Meng
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Train with Perturbation, Infer after Merging: A Two-Stage Framework for Continual Learning
In Mexico City Poster Session 3
Haomiao Qiu ⋅ Miao Zhang ⋅ Ziyue Qiao ⋅ Liqiang Nie
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product
In Mexico City Poster Session 3
Youqi WU ⋅ Jingwei Zhang ⋅ Farzan Farnia
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
Near-Optimal Experiment Design in Linear non-Gaussian Cyclic Models
In Mexico City Poster Session 3
Ehsan Sharifian ⋅ Saber Salehkaleybar ⋅ Negar Kiyavash
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
In Mexico City Poster Session 3
Xin Zhang · Mingxin Li · Yanzhao Zhang · Dingkun Long · Yongqi Li · Yinghui Li · Pengjun Xie · Meishan Zhang · Wenjie Li · Min Zhang · Philip S Yu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
MUVR: A Multi-Modal Untrimmed Video Retrieval Benchmark with Multi-Level Visual Correspondence
In Mexico City Poster Session 3
Yue Feng · Jinwei Hu · Qijia Lu · Jiawei Niu · Li Tan · Shuo Yuan · Ziyi Yan · Yizhen Jia · Qingzhi He · Shiping Ge · Ethan Chen · Wentong Li · Limin Wang · Jie Qin
[ Poster]  [ OpenReview]