Publication Stochastic global optimization of continuous functions via random walks on Grassmannians Kartik Gupta, Stephen D. Miller, Pradeep Ravikumar, Ramarathnam Venkatesan May 2026
Publication Covering Human Action Space for Computer Use: Data Synthesis and Benchmark Miaosen Zhang, Xiaohan Zhao, Zhihong Tan, Huoshen Zhou, Yijia Fan, Yifan Yang, Kai Qiu, Bei Liu, Justin Wagle, Chenzhong Yin, Mingxi Cheng, Ji Li, Qi Dai, Chong Luo, Xu Yang, Xin Geng, Baining Guo May 2026
Publication DisaBench: A Participatory Evaluation Framework for Disability Harms in Language Models Eugenia Kim, Ioana Tănase, Christina Mallon May 2026
Publication GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation Sijia Li, Yuchen Huang, Zifan Liu, Yanping Li, Jingjing Fu, Li Zhao, Jiang Bian, Ling Zhang, Jun Zhang, Rui Wang May 2026
Publication Kairos: A Scalable Serving System for Physical AI Yinwei Dai, Ganesh Ananthanarayanan, Landon Cox, Xenofon Foukas, Bozidar Radunovic, Ravi Netravali May 2026
Publication Agent-BRACE: Decoupling Beliefs from Actions in Long-Horizon Tasks via Verbalized State Uncertainty Joykirat Singh, Zaid Khan, Archiki Prasad, Junyan Chen, Akshay Nambi, Hyunji Lee, Elias Stengel-Eskin, Mohit Bansal May 2026
Publication Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Yuan Xu, Hejian Sang, Zhengze Zhou, Ran He, Zhipeng Wang, A. Geramifard May 2026
Publication From Noise to Diversity: Random Embedding Injection in LLM Reasoning Heeju Kim, Seungpil Lee, J. Yeom, Jaewon Sok, Seonghyeon Park, Jeongjae Park, Taesup Kim, Sundong Kim May 2026
Publication No One Knows the State of the Art in Geospatial Foundation Models Isaac Corley, Nils Lehmann, Caleb Robinson, Gabriel Tseng, Anthony Fuller, Hamed Alemohammad, Evan Shelhamer, Jennifer Marcus, Hannah Kerner May 2026
Publication Multi-Rollout On-Policy Distillation via Peer Successes and Failures Weicheng Yu, Xiaomin Li, Yizhou Zhao, Xiaoze Liu, Ruowang Zhang, Haixin Wang, Yinyi Luo, Chenglin Wu, Gaurav Mittal, Matt Fredrikson, Yu Hu May 2026