Publication Battery-Sim-Agent: Leveraging LLM-Agent for Inverse Battery Parameter Estimation Jiawei Chen, Xiaofan Gui, Shikai Fang, Shengyu Tao, Shun Zheng, Weiqing Liu, Jiang Bian May 2026 arXiv | May 2026
Publication Pull Requests as a Training Signal for Repo-Level Code Editing Qinglin Zhu, Tianyu Chen, Shuai Lu, Lei Ji, Runcong Zhao, Murong Ma, Xiangxiang Dai, Yulan He, Lin Gui, Peng Cheng, Yeyun Gong ICML 2026 | May 2026
Publication MVP-LAM: Learning Action-Centric Latent Action via Cross-Viewpoint Reconstruction Jung Min Lee, Dohyeok Lee, Seokhun Ju, Taehyun Cho, Jin Woo Koo, Li Zhao, Sangwoo Hong, Jungwoo Lee ICML 2026 | May 2026
Publication Proact-VL: A Proactive VideoLLM for Real-Time AI Companions Weicai Yan, Yuhong Dai, Qimu Ran, Haodong Li, Wang Lin, Haodong Liao, Xing Xie, Tao Jin, Jianxun Lian ICML 2026 | May 2026
Publication SkillOpt: Executive Strategy for Self-Evolving Agent Skills Yifan Yang, Ziyang Gong, Weiquan Huang, Qihao Yang, Ziwei Zhou, Zisu Huang, Yan Li, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Yuqing Yang, Dongdong Chen, Xue-Ting Yang, Chong Luo May 2026 arXiv | May 2026
Publication From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Zisu Huang, Jingwen Xu, Yifan Yang, Ziyang Gong, Qihao Yang, Muzhao Tian, Xiaohua Wang, Changze Lv, Xuemei Gao, Qi Dai, Bei Liu, Kai Qiu, Xue-Ting Yang, Dongdong Chen, Xiaoqing Zheng, Chong Luo May 2026 arXiv | May 2026
Publication From Patches to Trajectories: Privileged Process Supervision for Software-Engineering Agents Murong Ma, Tianyu Chen, Yun Lin, Shuai Lu, Qinglin Zhu, Yeyun Gong, Zhiyong Huang, Peng Cheng, Yan Lu, Jin Song Dong May 2026 arXiv | May 2026
Publication FT-Dojo: Towards Autonomous LLM Fine-Tuning with Language Agents Qizheng Li, Yifei Zhang, Xiao Yang, Xu Yang, Zhuo Wang, Weiqing Liu, Jiang Bian ICML 2026 | May 2026
Publication Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory Runxi Cheng, Yuchen Guan, Yongxian Wei, Qianpu Sun, Qixiu Li, Sinan Du, Feng Xiong, Chun Yuan, Yan Lu, Yeyun Gong May 2026 arXiv | May 2026
Publication Reinforcing VLAs in Task-Agnostic World Models Yucen Wang, Rui Yu, Fengming Zhang, Junjie Lu, Xinyao Qin, Tianxiang Zhang, Kaixin Wang, Li Zhao May 2026 arXiv | May 2026
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