Publication Efficient “Learn the Dynamics” Modules Are All You Need Sourav Pal December 2025 PhD Thesis: The University of Wisconsin-Madison | December 2025
Publication Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic-Procedural Memory Sijia Li, Yuchen Huang, Zifan Liu, Zijian Li, Jingjing Fu, Lei Song, Jiang Bian, Jun Zhang, Rui Wang ICML 2026 | December 2025
Publication Utility of an LLM-powered experts-in-the-loop chatbot for pre- and post-operative care of cataract surgery patients Bhuvan Sachdeva, Pragnya Ramjee, Rahul Sharma, Mithun Thulasidas, Sowmya Raveendra Murthy, Geeta Fulari, Kaushik Murali, Mohit Jain European Journal of Ophthalmology | December 2025, Vol 36: pp. 561-568
Publication Astral Space: Convex Analysis at Infinity Miro Dudík, Robert E. Schapire, Matus Telgarsky December 2025 Final pre-publication draft of book to be published by Princeton University Press in 2026.
Publication A Performance Analyzer for a Public Cloud’s ML-Augmented VM Allocator Roozbeh Bostandoost, Pooria Namyar, Siva Kesava Reddy Kakarla, Ryan Beckett, Santiago Segarra, Eli Cortez, Ankur Mallick, Kevin Hsieh, Rodrigo Fonseca, M. Hajiesmaili, Behnaz Arzani December 2025 arXiv | December 2025 Project
Publication SIT-Graph: State Integrated Tool Graph for Multi-Turn Agents Sijia Li, Yuchen Huang, Zifan Liu, Zijian Li, Jingjing Fu, Lei Song, Jiang Bian, Jun Zhang, Rui Wang December 2025 arXiv | December 2025
Publication Single-step Diffusion-based Video Coding with Semantic-Temporal Guidance Naifu Xue, Zhaoyang Jia, Jiahao Li, Bin Li, Zihan Zheng, Yuan Zhang, Yan Lu December 2025 arXiv | December 2025
Publication DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems Ming-Jie Ma, Jue Zhang, Fangkai Yang, Yu Kang, Qingwei Lin, S. Rajmohan, Dongmei Zhang ICLR 2026 | December 2025
Publication SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation Yimu Zhang, Dongqi Han, Yansen Wang, Zhenning Lv, Yu Gu, Dongsheng Li NeurIPS 2025 | December 2025
Publication Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang 2025 COLM | December 2025