University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

GTAlign: Game-Theoretic Alignment of LLM Assistants for Social Welfare

Siqi Zhu, David Zhang, Pedro Cisneros-Velarde, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； VMware Research（VMware研究） 纠错

Comments 31 pages, 6 figures

Riemannian Consistency Model

Chaoran Cheng, Yusong Wang, Yuxin Chen, Xiangxin Zhou, Nanning Zheng, Ge Liu

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Xi’an Jiaotong University（西安交通大学） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

Comments Accepted to NeurIPS 2025

Web-Scale Collection of Video Data for 4D Animal Reconstruction

Brian Nlong Zhao, Jiajun Wu, Shangzhe Wu

机构 * Stanford University（斯坦福大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； University of Cambridge（剑桥大学） 纠错

Comments NeurIPS 2025 Datasets and Benchmarks

Real-DRL: Teach and Learn in Reality

Yanbing Mao, Yihao Cai, Lui Sha

机构 * Engineering Technology Division（工程科技部门） ； Wayne State University（韦恩州立大学） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments 37 pages

Balancing Caregiving and Self-Care: Exploring Mental Health Needs of Alzheimer's and Dementia Caregivers

Jiayue Melissa Shi, Keran Wang, Dong Whi Yoo, Ravi Karkar, Koustuv Saha

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Indiana University Indianapolis（印第安纳大学印第安纳波利斯分校） ； University of Massachusetts Amherst（马萨诸塞大学阿姆赫斯特分校） 纠错

Comments This work is published at the Proceedings of the ACM on Human-Computer Interaction (CSCW), 2025

Journal ref Proceedings of the ACM Human-Computer Interaction 9, 7, Article CSCW374 (November 2025), 36 pages

REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders

Savya Khosla, Sethuraman TV, Barnett Lee, Alexander Schwing, Derek Hoiem

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

DMol: A Highly Efficient and Chemical Motif-Preserving Molecule Generation Platform

Peizhi Niu, Yu-Hsiang Wang, Vishal Rana, Chetan Rupakheti, Abhishek Pandey, Olgica Milenkovic

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； AbbVie（阿比唯） 纠错

Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

Kai Yan, Yufei Xu, Zhengyin Du, Xuesong Yao, Zheyu Wang, Xiaowen Guo, Jiecao Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments 24 pages, 3 figures, 13 tables. The paper is accepted at AACL-IJCNLP 2025 (main track), and the latest version adds modifications in camera-ready

LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory

Jingru Jia, Zehua Yuan, Junhao Pan, Paul E. McNamara, Deming Chen

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Accepted by NeurIPS 2025