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 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