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 February 2026 Project
Publication Predicting evolutionary rate as a pretraining task improves genome language model representations Micaela Elisa Consens, Kevin Kaichuang Yang, Jimmy Hall, Ashley Conard, Bo Wang, Lorin Crawford, Alan M. Moses, Alex Lu ICML 2026 | February 2026
Publication MM-SCALE: Grounded Multimodal Moral Reasoning via Scalar Judgment and Listwise Alignment Eunkyu Park, Wesley Deng, Cheyon Jin, Matheus Kunzler Maldaner, J. Wheeler, Jason I. Hong, Hong Shen, Adam Perer, Kenneth Holstein, Motahhare Eslami, Gunhee Kim ArXiv | February 2026, Vol abs/2602.03665
Publication LIVE: Long-horizon Interactive Video World Modeling Junchao Huang, Ziyang Ye, Xinting Hu, Tianyu He, Guiyu Zhang, Shaoshuai Shi, Jiang Bian, Li Jiang ICML 2026 | February 2026
Publication Learning Sparse Visual Representations via Spatial-Semantic Factorization Theodore Zhao, Sid Kiblawi, Jianwei Yang, Naoto Usuyama, Reuben Tan, Noel Codella, Tristan Naumann, Hoifung Poon, Mu-Hsin Wei ICML 2026 | 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 arXiv | February 2026
Publication How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing Huanyu Zhang, Xue-Yuan Bai, Chengzu Li, Chen Liang, Haochen Tian, Haodong Li, Ruichuan An, Yifan Zhang, Anna Korhonen, Zhang Zhang, Liang Wang, Tien-Ping Tan ArXiv | February 2026, Vol abs/2602.01851
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