论文与出版物 ENCO: Deploying Production-Scale Engineering Copilots Yiwen Zhu, Mathieu Demarne, Kai Deng, Wenjing Wang, Nutan Sahoo, Hannah Lerner, Anjali Bhavan, Divya Vermareddy, Yunlei Lu, Swati Bararia, William Zhang, Xia Li, Katherine Lin, Miso Cilimdzic, Subru Krishnan 2026 SIGKDD’26 Applied Data Science Track | August 2026
论文与出版物 Benchmarking AI Agents for Addressing Scientific Challenges Across Scales Tianyu Liu, Allen Wang, Antonia Panescu, Lisa Chen, Wenxin Long, Xinyu Wei, Yueqian Jing, Ziyao Zeng, Jihang Chen, Sihang Jiang, Ziqing Wang, Siyi Gu, Siyu Chen, Xinyang Hu, Haoran Shao, Leqi Xu, Wangjie Zheng, Zhiyuan Cao, Ada Fang, Botao Yu, Kunyang Sun, Rex Ying, Arman Cohan, Qingyu Chen, Lingzhou Xue, Kaize Ding, Yuanqi Du, Wengong Jin, Zhuoran Yang, M. Zitnik, James Zou, Hua Xu, Hongyu Zhao June 2026 arXiv | June 2026
论文与出版物 Express Language Modeling Albert Gong, A. Carrell, Raaz Dwivedi, Lester Mackey June 2026 arXiv | June 2026
论文与出版物 Free energy Estimation on Any State Space Jiajun He, Zijing Ou, Francisco Vargas, Yingzhen Li, Jose Miguel Hernandez Lobato, Carles Domingo-Enrich, Yuanqi Du May 2026 arXiv | May 2026
论文与出版物 Thinned Mean Field Langevin Dynamics Zonghao Chen, Heishiro Kanagawa, Franc¸ois-Xavier Briol, Chris J. Oates, Lester Mackey ICML 2026 | May 2026
论文与出版物 MorphoHELM: A Comprehensive Benchmark for Evaluating Representations for Microscopy-Based Morphology Assays Emre Hayir, Lorin Crawford, Alex Lu May 2026 arXiv | May 2026
论文与出版物 Reinforce Adjoint Matching: Scaling RL Post-Training of Diffusion and Flow-Matching Models Andreas Bergmeister, Stefanie Jegelka, Nikolas Nusken, Carles Domingo-Enrich, Jakiw Pidstrigach May 2026 arXiv | May 2026
论文与出版物 Transcription Factors: Disorderly Conduct Eytan Weinstein, Alan M. Moses, Alex Lu GEN Biotechnology | April 2026
论文与出版物 Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias Correction Hannah H Guan, S. Mouatadid, Paulo Orenstein, Judah Cohen, Haiyu Dong, Zekun Ni, Jeremy D. Berman, Genevieve Flaspohler, Alex Lu, Jakob Schloer, J. Talib, Jonathan A. Weyn, Lester Mackey April 2026 arXiv | April 2026
论文与出版物 Discourse Diversity in Multi-Turn Empathic Dialogue Hongli Zhan, Emma S. Gueorguieva, Javier Hernandez, Jina Suh, Desmond C. Ong, Junyi Jessy Li April 2026 arXiv | April 2026 项目
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