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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Robust Graph Condensation via Classification Complexity Mitigation
In Mexico City Poster Session 4
Jiayi Luo ⋅ Qingyun Sun ⋅ Beining Yang ⋅ Haonan Yuan ⋅ Xingcheng Fu ⋅ Yanbiao Ma ⋅ Jianxin Li ⋅ Philip S Yu
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
In Mexico City Poster Session 4
Haotian Gao ⋅ Zheng Dong ⋅ Jiawei Yong ⋅ Shintaro Fukushima ⋅ Kenjiro Taura ⋅ Renhe Jiang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Leveraging robust optimization for llm alignment under distribution shifts
In Mexico City Poster Session 4
Mingye Zhu ⋅ Yi Liu ⋅ Zheren Fu ⋅ Yongdong Zhang ⋅ Zhendong Mao
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
LLM at Network Edge: A Layer-wise Efficient Federated Fine-tuning Approach
In Mexico City Poster Session 4
Jinglong Shen ⋅ Nan Cheng ⋅ Wenchao Xu ⋅ Haozhao Wang ⋅ Yifan guo ⋅ Jiajie Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Reasoning Is Not a Race: When Stopping Early Beats Going Deeper
In Mexico City Poster Session 4
Mohan Zhang ⋅ Jiaxuan Gao ⋅ Shusheng Xu ⋅ YI WU
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression
In Mexico City Poster Session 4
Jiarui Jiang ⋅ Wei Huang ⋅ Miao Zhang ⋅ Taiji Suzuki ⋅ Liqiang Nie
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models
In Mexico City Poster Session 4
Yi Liu ⋅ Dianqing Liu ⋅ Mingye Zhu ⋅ Junbo Guo ⋅ Yongdong Zhang ⋅ Zhendong Mao
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent
In Mexico City Poster Session 4
Peter Richtarik ⋅ Simone Maria Giancola ⋅ Dymitr Lubczyk ⋅ Robin Yadav
[ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding
In Mexico City Poster Session 4
Yangxuan Zhou ⋅ Sha Zhao ⋅ Jiquan Wang ⋅ Haiteng Jiang ⋅ Shijian Li ⋅ Tao Li ⋅ Gang Pan
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA
In Mexico City Poster Session 4
Shuangyi Chen ⋅ Yuanxin Guo ⋅ Yue Ju ⋅ Hardik Dalal ⋅ Zhongwen Zhu ⋅ Ashish Khisti
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
In Mexico City Poster Session 4
Mingyang Liu ⋅ Xinyang Chen ⋅ Xiucheng Li ⋅ Weili Guan ⋅ Liqiang Nie
[ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between Labels
In Mexico City Poster Session 4
Zhiqiang Kou ⋅ Yucheng Xie ⋅ Hailin Wang ⋅ Junyang Chen ⋅ Jingq Wang ⋅ Ming-Kun Xie ⋅ Shuo Chen ⋅ Yuheng Jia ⋅ Tongliang Liu ⋅ Xin Geng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Unsupervised Federated Graph Learning
In Mexico City Poster Session 4
Lele Fu ⋅ Tianchi Liao ⋅ Sheng Huang ⋅ Bowen Deng ⋅ zhangchuanfu ⋅ Shirui Pan ⋅ Chuan Chen
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling
In Mexico City Poster Session 4
Liang Yin ⋅ Xudong Xie ⋅ Zhang Li ⋅ Xiang Bai ⋅ Yuliang Liu
[ Slides]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Explainably Safe Reinforcement Learning
In Mexico City Poster Session 4
Sabine Rieder ⋅ Stefan Pranger ⋅ Debraj Chakraborty ⋅ Jan Kretinsky ⋅ Bettina Könighofer
[ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
In Mexico City Poster Session 4
Gefei Tan ⋅ Ali Shahin Shamsabadi ⋅ Ellen Kolesnikova ⋅ Hamed Haddadi ⋅ Xiao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Rope to Nope and Back Again: A New Hybrid Attention Strategy
In Mexico City Poster Session 4
Bowen Yang ⋅ Bharat Venkitesh ⋅ Dwaraknath Gnaneshwar Talupuru ⋅ Hangyu Lin ⋅ David Cairuz ⋅ Phil Blunsom ⋅ Acyr Locatelli
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
In Mexico City Poster Session 4
Reihaneh Zohrabi ⋅ Hosein Hasani ⋅ Mahdieh Baghshah ⋅ Anna Rohrbach ⋅ Marcus Rohrbach ⋅ Mohammad Hossein Rohban
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression
In Mexico City Poster Session 4
Xi Zhang ⋅ Xiaolin Wu ⋅ Jiamang Wang ⋅ Weisi Lin
[ Poster]  [ OpenReview] 
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution
In Mexico City Poster Session 4
Fengxiang Wang ⋅ Mingshuo Chen ⋅ Yueying Li ⋅ Di Wang ⋅ Haotian Wang ⋅ Zonghao Guo ⋅ Zefan Wang ⋅ Shan Boqi ⋅ Long Lan ⋅ Yulin Wang ⋅ Hongzhen Wang ⋅ Wenjing Yang ⋅ Bo Du ⋅ Jing Zhang
[ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain Representation
In Mexico City Poster Session 4
Junlang Huang ⋅ Chen Hao ⋅ Li Luo ⋅ Yong Cai ⋅ Lexin Zhang ⋅ Tianhao Ma ⋅ Yitian Zhang ⋅ Zhong Guan
[ Poster]  [ OpenReview] 
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring
In Mexico City Poster Session 4
Wang · Xiao Yang · Qingyong Hu · Jack Tang · Can Liu · Dengbo He · Yuntao Wang · Yingcong Chen · Kaishun Wu
[ Poster]  [ OpenReview]