Publication DuoDrama: Supporting Screenplay Refinement Through LLM-Assisted Human Reflection Yuying Tang, Xinyi Chen, Haotian Li, Xing Xie, Xiaojuan Ma, Huamin Qu CHI 2026 | February 2026
Publication Reducing the Costs of Proof Synthesis on Rust Systems by Scaling Up a Seed Training Set Nongyu Di, Tianyu Chen, Shan Lu, Shuai Lu, Yeyun Gong, Peng Cheng, Jay Lorch, Yuan Yao, Xiaoxing Ma February 2026 Project
Publication AgentRx: Diagnosing AI Agent Failures from Execution Trajectories Shraddha Barke, Arnav Goyal, Alind Khare, Avaljot Singh, Suman Nath, Chetan Bansal February 2026
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
Publication VibeVoice: Expressive Podcast Generation with Next-Token Diffusion Zhiliang Peng, Jianwei Yu, Wenhui Wang, Yaoyao Chang, Yutao Sun, Li Dong, Yi Zhu, Weijiang Xu, Hangbo Bao, Zehua Wang, Shaohan Huang, Yan Xia, Furu Wei 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 SeerAttention-R: Sparse Attention Adaptation for Long Reasoning Yizhao Gao, Shuming Guo, Shijie Cao, Yuqing Xia, Yu Cheng, Lei Wang, Lingxiao Ma, Yutao Sun, Tianzhu Ye, Li Dong, Hayden Kwok-Hay So, Yu Hua, Ting Cao, Fan Yang, Mao Yang 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 GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang, Xihui Liu AAAI 2026 | 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