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

2509.25775 2025-10-09 cs.LG cs.AI

Autonomy-Aware Clustering: When Local Decisions Supersede Global Prescriptions

Amber Srivastava, Salar Basiri, Srinivasa Salapaka

机构 * Department of Mechanical Engineering（机械工程系）； Indian Institute of Technology Delhi（印度理工学院德里）； Coordinated Science Laboratory（协调科学实验室）； University of Illinois Urbana–Champaign（伊利诺伊大学厄巴纳-香槟分校）

Comments Preprint. Under review at a peer-reviewed venue. Minor formatting correction: the earlier version included an incorrect conference header, which has been removed. Content unchanged

2510.06782 2025-10-09 cs.HC cs.CL cs.CV

GPT-5 Model Corrected GPT-4V's Chart Reading Errors, Not Prompting

Kaichun Yang, Jian Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； The Ohio State University（俄亥俄州立大学）

2510.06694 2025-10-09 cs.CV

SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis

Jipeng Lyu, Jiahua Dong, Yu-Xiong Wang

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

Comments Published in Transactions on Machine Learning Research (06/2025)

2510.06579 2025-10-09 cs.CL

TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents

Haofei Yu, Keyang Xuan, Fenghai Li, Kunlun Zhu, Zijie Lei, Jiaxun Zhang, Ziheng Qi, Kyle Richardson, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； Allen Institute for Artificial Intelligence（人工智能研究院）

Comments 7 pages, EMNLP 2025 Demo track

2510.06254 2025-10-09 cs.CV

Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training

Xiaochen Zhao, Chengting Yu, Kairong Yu, Lei Liu, Aili Wang

机构 * ZJU-UIUC Institute, Zhejiang University（浙江大学之江-伊利诺伊大学联合学院）； College of Information Science and Electronic Engineering, Zhejiang University（浙江大学信息科学与电子工程学院）

2508.03905 2025-10-09 cs.CL

Sotopia-RL: Reward Design for Social Intelligence

Haofei Yu, Zhengyang Qi, Yining Zhao, Kolby Nottingham, Keyang Xuan, Bodhisattwa Prasad Majumder, Hao Zhu, Paul Pu Liang, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of California Irvine（加州大学尔湾分校）； Allen Institute for Artificial Intelligence（人工智能艾伦研究所）； Carnegie Mellon University（卡内基梅隆大学）； Stanford University（斯坦福大学）； Massachusetts Institute of Technology（麻省理工学院）

Comments 10 pages