Publication Auto-Relate: A Unified Approach to Discovering Reliable Functional Relationships Leveraging Statistical Tests Ziyan Han, Yeye He, Shuyuan Kang, Min Xie, Weiwei Cui, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri, Rui Mao, Jianbin Qin June 2026 arXiv | June 2026
Publication Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts Wenbo Pan, Shujie Liu, Chin-Yew Lin, Jingying Zeng, Xianfeng Tang, Xiangyang Zhou, Yan Lu, Xiaohua Jia June 2026 arXiv | June 2026
Publication CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments Jiaju Chen, Baochen Sun, Yuxuan Lu, Yun Wang, Dakuo Wang, Bingsheng Yao June 2026 arXiv | June 2026
Publication You Only Index Once: Cross-Layer Sparse Attention with Shared Routing Yutao Sun, Yanqi Zhang, Li Dong, Jianyong Wang, Furu Wei June 2026 arXiv | June 2026
Publication Humans’ ALMANAC: A Human Collaboration Dataset of Action-Level Mental Model Annotations for Agent Collaboration Jiaju Chen, Yuxuan Lu, Jiayi Su, Chaoran Chen, Songlin Xiao, Zhengyou Zhang, Yun Wang, Yunyao Li, Jian Zhao, Tongshuang Wu, T. Li, Dakuo Wang, Bingsheng Yao June 2026 arXiv | June 2026
Publication Gradient Dynamics in First-Price Auctions: Iterative Strategy Elimination via Cubic Potentials Mete cSeref Ahunbay, Weiqiang Zheng, Tao Lin June 2026 arXiv | June 2026
Publication Ultra-Fast Neural Video Compression Jiahao Li, Wenxuan Xie, Zhaoyang Jia, Bin Li, Zongyu Guo, Xiaoyi Zhang, Yan Lu CVPR 2026 | June 2026
Publication SocialCoach: Personalized Social Skill Learning with RL-based Agentic Tutoring and Practice Tianfu Wang, Max Xiong, Jianxun Lian, Hongyuan Zhu, Zhengyu Hu, Yuxuan Lei, Linxiao Gong, Xiaofan Li, Peiting Tsai, Nicholas Jing Yuan, Qi Zhang June 2026 arXiv | June 2026
Publication MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents Jia Yu, Zilong Wang, Xinyang Jiang, Dongsheng Li, Shuo Wang June 2026 arXiv | June 2026
Publication Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam? Tengchao Lv, Dongdong Zhang, Jiayu Ding, Yilin Jia, Yuzhong Zhao, Yupan Huang, Wenshan Wu, Xiangyang Zhou, Shaohan Huang, Nan Yang, Li Dong, Lei Cui, Furu Wei June 2026 arXiv | June 2026
Research
Research