출판 TriggerBench: Investigating Prospective Memory for Large Language Models Tianhua Zhang, Xinjiang Wang, Qianxi Zhang, Qi Chen, Kun Li, Yaoqi Chen, Dingdong Wang, Helen M. Meng, Yanchun Lu June 2026
출판 Group-Graph Policy Optimization for Long-Horizon Agentic Reinforcement Learning Yunan Wang, Minghui Song, Zihan Zhang, Shaohan Huang, Haizhen Huang, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang June 2026 arXiv | June 2026
출판 What are Key Factors for Updates in RL for LLM Reasoning? Peidong Wang, Demi Wang, Xufang Luo, Jiahang Xu, Xiaocui Yang, Shi Feng, Yuqing Yang, Dongsheng Li June 2026 arXiv | June 2026
출판 LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval Hang Wang, Utkarsh Garg, Reza Davari, Hui Jiao, Hao Cheng, Baolin Peng, Si-Qing Chen, Tao Ge June 2026 arXiv | June 2026
출판 Building Agent Harnesses for Scientific Curation from Multimodal Sources Sheng Zhang, Qin Liu, Renqian Luo, Shufang Xie, Reuben Tan, Shelby Hayes, Gregory S. Bryman, Wendong Ge, Roxanne Zhang, O. Egbelowo, Kelly Yee, Hoifung Poon June 2026 arXiv | June 2026
출판 SkillWiki: A Living Knowledge Infrastructure for Agent Skills Dingcheng Huang, Yu Ding, Bingshuo Liu, Qingbin Liu, Xi Chen, Jiang Bian, Hongliang Sun, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui June 2026 arXiv | June 2026
출판 Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases Zhao Tan, Yiji Zhao, Shiyu Wang, Chang Xu, Yuxuan Liang, Xiping Liu, Shirui Pan, Ming Jin ICML 2026 | June 2026
출판 DEPART: DEcomposing PARiTy across Multilingual LLMs Manan Uppadhyay, Prashant Kodali, Pranjal A. Chitale, Reshma Ramaprasad, Himanshu Beniwal, Sunayana Sitaram May 2026 arXiv | May 2026 프로젝트
출판 IndexMem: Learned KV-Cache Eviction with Latent Memory for Long-Context LLM Inference Xintong Yang, Hao Gu, Bin Xu, Lujun Li, Bei Liu, Jiacheng Liu, Qiyuan Zhu, Sirui Han, Yike Guo May 2026 arXiv | May 2026
출판 ECHO: Terminal Agents Learn World Models for Free Vaishnavi Shrivastava, Piero Kauffmann, Ahmed Awadallah, Dimitris Papailiopoulos May 2026 arXiv | May 2026