Publication Beyond Correctness: Learning Robust Reasoning via Transfer Hyunseok Lee, Soheil Abbasloo, Jihoon Tack, Jinwoo Shin February 2026
Publication Welfarist Formulations for Diverse Similarity Search Siddharth Barman, Nirjhar Das, Shivam Gupta, Kirankumar Shiragur ICLR 2026 | February 2026
Publication Horizon Imagination: Efficient On-Policy Training in Diffusion World Models Lior Cohen, Ofir Nabati, Kaixin Wang, Navdeep Kumar, Shie Mannor ICLR 2026 | February 2026
Publication PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents Ke Yang, Zixiang Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai February 2026
Publication SCOPE: AI-Assisted Early Detection of Potentially Curable Pancreatic Neoplasms on CT from Local and Global Information Felipe Oviedo, Felipe Lopez-Ramirez, Alejandra Blanco, James Facciola, Stephen Kwak, Jason M. Zhao, Emir A. Syailendra, Florent Tixier, Rahul Dodhia, Ralph H. Hruban, Bill Weeks, Juan M. Lavista Ferres, Linda C. Chu, Elliot K. Fishman February 2026 Project
Publication SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks Mingqian Feng, Xiaodong Liu, Weiwei Yang, Jialin Song, Xuekai Zhu, Chenliang Xu, Jianfeng Gao ICLR 2026 | February 2026
Publication Using AI to Improve Individual and Population Health Bill Weeks, James N Weinstein, Juan M. Lavista Ferres International Journal of Public Health | February 2026 Project
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