Publication TaskGround: Structured Executable Task Inference for Full-Scene Household Reasoning Zhiyuan Feng, Yu Deng, Ruichuan An, Zhenhua Liu, Qixiu Li, Keming Wu, Zhiying Du, Weijie Wang, Haoxiao Wang, Shuang Chen, Sicheng Xu, Yaobo Liang, Jiaolong Yang, Baining Guo May 2026 arXiv | May 2026
Publication Multi-agent AI systems outperform human teams in creativity Tiancheng Hu, Yixuan Jiang, Haotian Li, Jos'e Hern'andez-Orallo, Xing Xie, Nigel Collier, David Stillwell, Luning Sun May 2026 arXiv | May 2026
Publication An Efficient Streaming Video Understanding Framework with Agentic Control Jinming Liu, Jianguo Huang, Zhaoyang Jia, Jiahao Li, Xiaoyi Zhang, Zongyu Guo, Bin Li, Wenjun Zeng, Yan Lu, Xin Jin May 2026 arXiv | May 2026
Publication Nebula: Proving Machine Executions via Folding Schemes Arasu Arun, Srinath Setty May 2026 IEEE | May 2026
Publication Interactive Evaluation Requires a Design Science Keyang Xuan, Peiyang Song, Pan Lu, Pengrui Han, Wenkai Li, Zhenyu Zhang, Zexue He, Wenyue Hua, Manling Li, Jiaxuan You, Adrian Weller, Yizhong Wang, Jiaxin Pei May 2026 arXiv | May 2026
Publication VeriCache: Turning Lossy KV Cache into Lossless LLM Inference Jiayi Yao, Samuel Y. Shen, Kuntai Du, Shaoting Feng, Dongjoo Seo, Rui Zhang, Yuyang Huang, Yuhan Liu, Shan Lu, Junchen Jiang May 2026 arXiv | May 2026
Publication CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Ao Qu, Han Zheng, Zijian Zhou, Yihao Yan, Yihong Tang, Shao Yong Ong, Fenglu Hong, Kaichen Zhou, Chonghe Jiang, Minwei Kong, Jiacheng Zhu, Xuan Jiang, Sirui Li, Cathy Wu, Bryan Kian Hsiang Low, Jinhua Zhao, Paul Pu Liang 2026 COLM | May 2026
Publication Browsing Large Graphs with Tile Pyramids and Sleeve Routing in the Browser Lev Nachmanson, Xiaoji Chen May 2026 May 2026
Publication MAC-Attention: a Match-Amend-Complete Scheme for Fast and Accurate Attention Computation Sam Ade Jacobs May 2026 May 2026
Publication PersonaArena: Dynamic Simulation for Evaluating and Enhancing Persona-Level Role-Playing in Large Language Models Wen Shi, Jianxun Lian, Mingqi Wu, Haiming Qin, Ming Zhou, Xing Xie, Naipeng Chao, Hao Liao May 2026 arXiv | May 2026