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 Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading Zifan Song, Kaitao Song, Guosheng Hu, Ding Qi, Junyao Gao, Xiaohua Wang, Dongsheng Li, Cairong Zhao ICLR 2026 | October 2025
Publication Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning Chendong Wang, Donglin Bai, Yifan Yang, Xiao Jin, Anlan Zhang, Rui Wang, Shiqi Jiang, Yuqing Yang, Hao Wu, Qi Dai, Chong Luo, Ting Cao, Lili Qiu, Suman Banerjee ICML 2026 | October 2025
Publication Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner Cai Zhou, Chenxiao Yang, Yi Hu, Chenyu Wang, Chubin Zhang, Muhan Zhang, Lester Mackey, Tommi Jaakkola, Stephen Bates, Dinghuai Zhang ICML 2026 | October 2025
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 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 Agentic Media: Reimagining the Future of Communication Yun Wang, Yan Lu MSR-TR-2025-62 | October 2025 Published by Microsoft Project
Publication Maximizing Nature-based Solutions using Artificial Intelligence to align global biodiversity, climate, and water targets Amy Luers 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 NeurIPS 2025 Workshop: Reliable ML from Unreliable Data | October 2025
Publication MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks Rui Jiao, Hanlin Wu, Wenbing Huang, Yuxuan Song, Yawen Ouyang, Yu Rong, Tingyang Xu, Pengju Wang, Hao Zhou, Wei-Ying Ma, Jingjing Liu, Yang Liu NeurIPS 2025 | October 2025