Publication Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective Siwei Wang, Yifei Shen, Haoran Sun, Shi Feng, Shang-Hua Teng, Li Dong, Yaru Hao, Wei Chen The 14th International Conference on Learning Representations (ICLR) | April 2026
Publication Clock systems for stochastic and non-deterministic categorical systems theories Owen Lynch, David Jaz Myers, E. Rischel, Sam Staton March 2026 arXiv | March 2026
Publication MegaFlow: Zero-Shot Large Displacement Optical Flow Dingxi Zhang, Fangjinhua Wang, Marc Pollefeys, Haofei Xu March 2026 arXiv | March 2026
Publication Enabling ab initio geometry optimization of strongly correlated systems with transferable deep quantum Monte Carlo P. Szab'o, Zeno Schatzle, Frank Noé March 2026 arXiv | March 2026
Publication Phased outcome-complete simulation Vadym Kliuchnikov, A. Paetznick, M. Silva March 2026 arXiv | March 2026
Publication Clifford synthesis via generalized S and CZ gates Vadym Kliuchnikov, M. Silva March 2026 arXiv | March 2026
Publication Planning over MAPF Agent Dependencies via Multi-Dependency PIBT Zixian Jiang, Yulun Zhang, Rishi Veerapaneni, Jiaoyang Li March 2026 arXiv | March 2026
Publication SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling Yiqi Zhang, Huiqiang Jiang, Xufang Luo, Zhihe Yang, Chengruidong Zhang, Yifei Shen, Dongsheng Li, Yuqing Yang, Lili Qiu, Yang You March 2026 arXiv | March 2026
Publication Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale Janardhan (Jana) Kulkarni March 2026 arXiv | March 2026
Publication The Publication Choice Problem Haichuan Wang, Yifan Wu, Haifeng Xu Proceedings of the AAAI Conference on Artificial Intelligence | March 2026, pp. 17250-17258 oral presentation
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