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 A Benchmark to Assess Common Ground in Human-AI Collaboration Christian Poelitz, Finale Doshi-Velez, Siân Lindley 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 Aurelius: Relation Aware Text-to-Audio Generation At Scale Yuhang He, He Liang, Yash Jain, Andrew Markham, Vibhav Vineet ICLR | 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 Video
Publication ConPress: Learning Efficient Reasoning from Multi-Question Contextual Pressure Jie Deng, Shining Liang, Jun Li, Hongzhi Li, Yutao Xie ICML 2026 | February 2026
Publication Chaining Tasks, Redefining Work: A Theory of AI Automation Mert Demirer, John J. Horton, Nicole Immorlica, Brendan Lucier, Peyman Shahidi SSRN Electronic Journal | February 2026