公開日 One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence Bowen Jiang, Taiwei Shi, Ryo Kamoi, Yuan Yuan, Camillo J. Taylor, Longqi Yang, Pei Zhou, Sihao Chen February 2026 arXiv | February 2026
公開日 RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Rui Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo ICML 2026 | February 2026
公開日 Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions Shivank Garg, Sankalp Mittal, Manish Gupta ICLR 2026 | February 2026
公開日 Training Large Reasoning Models Efficiently via Progressive Thought Encoding Zeliang Zhang, Xiaodong Liu, Hao Cheng, Hao Sun, Chenliang Xu, Jianfeng Gao ICLR 2026 | February 2026
公開日 TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models TrustGen Team, Jianfeng Gao ICLR 2026 | February 2026
公開日 Materials are Mission Critical to the Sustainability Transition: Accelerating Discovery of Materials for Sustainability Bichlien Nguyen THE VEOLIA INSTITUTE AND MICROSOFT: AI for Energy, Water, and Waste Management | February 2026
公開日 A Benchmark to Assess Common Ground in Human-AI Collaboration Christian Poelitz, Finale Doshi-Velez, Siân Lindley February 2026
公開日 Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition Dongyuan Li, Shun Zheng, Chang Xu, Jiang Bian, Renhe Jiang ICLR 2026 | February 2026
公開日 Aurelius: Relation Aware Text-to-Audio Generation At Scale Yuhang He, He Liang, Yash Jain, Andrew Markham, Vibhav Vineet ICLR | February 2026
公開日 Exploring multi-layered networks through random walks:bridging offline optimization and online learning Xiangxiang Dai, Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C S Lui Artificial Intelligence | February 2026, 巻354