Publication Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents Yaoqi Chen, Haibin Lai, Yuru Feng, Chuyu Han, Qianxi Zhang, Baotong Lu, Menghao Li, Xinjiang Wang, Zilong Wang, Shusen Xu, Zengzhong Li, Zewen Jin, Hao Wu, Cheng Li, Qi Chen 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 AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents Haoyue Bai, Ruiqi Yang, Chen Ye, Spencer Whitehead, Aviral Kumar, Tong Zhang 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 The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Show Parsa Esmati, Somjit Nath, Katja Hofmann, Derek Nowrouzezahrai, Samira Ebrahimi Kahou, M. Mirmehdi June 2026 arXiv | June 2026
Publication SentinelBench: A Benchmark for Long-Running Monitoring Agents Matheus Kunzler Maldaner, Adam Fourney, Amanda Swearngin, Hussein Mozannar, Gagan Bansal, Maya Murad, Rafah Hosn, Saleema Amershi 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 The Geometry of LLM-as-Judge: Why Inter-LLM Consensus Is Not Human Alignment Sourabrata Mukherjee, H. Hamna, Kalika Bali, Sunayana Sitaram June 2026 arXiv | 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