Publication Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Qizheng Zhang, Changran Hu, Shubhangi Upasani, Boyuan Ma, Fenglu Hong, V. Kamanuru, Jay Rainton, Chen Wu, Mengmeng Ji, Hanchen Li, Urmish Thakker, James Zou, K. Olukotun ICLR 2026 | October 2025
Publication SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs Dachuan Shi, Abedelkadir Asi, Keying Li, Xiangchi Yuan, Leyan Pan, Wenke Lee, Wen Xiao ICLR 2026 | October 2025
Publication Strengthening nucleic acid biosecurity screening against generative protein design tools Bruce Wittmann, Tessa Alexanian, Craig Bartling, Jacob Beal, Adam Clore, James Diggans, Kevin Flyangolts, Bryan Gemler, Tom Mitchell, Steven T. Murphy, Nicole E. Wheeler, Eric Horvitz October 2025 Video Project
Publication Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking Dhruv Rohatgi, Abhishek Shetty, Donya Saless, Yuchen Li, Ankur Moitra, Andrej Risteski, Dylan Foster ICLR 2026 | October 2025
Publication Corporate Biodiversity Reporting Can Be Scaled with AI and Earth Observation—But Will Miss the Point Without Guidance from Conservation Scientists Benjamin L. Miller, Seamus Lombardo, Amy Rosenthal, Tara O'Shea,, Amy Luers, Juan M. Lavista Ferres, Lisa Mandle, Taylor H. Ricketts, Stephen Polasky, Daniel G. Brown Society for Conservation Biology - Conservation Letters | October 2025
Publication Table-based language models for ophthalmology assessment in the emergency department Juan M. Lavista Ferres, Shu Feng, Mary Kim, Nadia Popovici, Lauren Lee, Kaden Moore, Karine D. Bojikian Graefes Arch Clin Exp Ophthalmology | October 2025
Publication Disarming Strategic Text: Span-Aware Counterfactuals for Robust Content Moderation Hardik Meisheri, Muhammad Zaid Hassan, Swati Tiwari, Puneet Mangla, Samarth Bharadwaj, Karthik Sankaranarayanan, Amit Singh October 2025
Publication On the Hardness of Conditional Independence Testing In Practice Zheng HE, Roman Pogodin, Yazhe Li, Namrata Deka, Arthur Gretton, Danica J. Sutherland NeurIPS 2025 | October 2025
Publication Rationalized All-Atom Protein Design with Unified Multi-modal Bayesian Flow Hanlin Wu, Yuxuan Song, Zhe Zhang, Zhilong Zhang, Hao Zhou, Wei-Ying Ma, Jingjing Liu NeurIPS 2025 | October 2025
Publication Value Gradient Guidance for Flow Matching Alignment Zhen Liu, Tim Xiao, Carles Domingo-Enrich, Weiyang Liu, Dinghuai Zhang NeurIPS 2025 | October 2025