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 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 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 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 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
Publication interwhen: A Generalizable Framework for Verifiable Reasoning with Test-time Monitors Vishak Bhat, Prateek Chanda, Ashmit Khandelwal, Maitreyi Swaroop, Vineeth N Balasubramanian, Subbarao Kambhampati, Nagarajan Natarajan, Amit Sharma February 2026
Publication Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking Shengqiong Wu, Bobo Li, Xinkai Wang, Xiangtai Li, Lei Cui, Furu Wei, Shuicheng YAN, Hao Fei, Tat-Seng Chua 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 Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions Shivank Garg, Sankalp Mittal, Manish Gupta ICLR 2026 | February 2026