Publication 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
Publication AgentRx: Diagnosing AI Agent Failures from Execution Trajectories Shraddha Barke, Arnav Goyal, Alind Khare, Avaljot Singh, Suman Nath, Chetan Bansal February 2026
Publication 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
Publication Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions Shivank Garg, Sankalp Mittal, Manish Gupta ICLR 2026 | February 2026
Publication 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
Publication TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models TrustGen Team, Jianfeng Gao ICLR 2026 | February 2026
Publication 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
Publication SUTRADHARA : An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference Anish Biswas, Kanishk Goel, Jayashree Mohan, Alind Khare, A. Parayil, Ramachandran Ramjee, Chetan Bansal February 2026 Project
Publication Aurelius: Relation Aware Text-to-Audio Generation At Scale Yuhang He, He Liang, Yash Jain, Andrew Markham, Vibhav Vineet ICLR | February 2026
Publication 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