Publication Photonic Ising machines toward and beyond a million spins A. Aadhi, Nayem Al-Kayed, Tristan Austin, Charles St-Arnault, Nir Rotenberg, Hitesh Ballani, D. Plant, Edwin Ng, Yoshihisa Yamamoto, P. McMahon, B. Shastri July 2026 arXiv | July 2026
Publication TRACE: Turn-level Reward Assignment via Credit Estimation for Long-Horizon Agents Leitian Tao, Baolin Peng, Wenlin Yao, Tao Ge, Hao Cheng, Hang Wang, Jianfeng Gao, Sharon Li July 2026 arXiv | July 2026
Publication Data-Efficient Adaptation of LLMs via Attention Head Reweighting Tuomas P. Oikarinen, Zixiao Chen, Charlotte Siska, Tsui-Wei Weng, Chandan Singh, Jianfeng Gao 2026 COLM | July 2026
Publication GFlowRL: Scaling Distribution-Matching RL to Large Language Models Xiaodong Liu, Michael Xu, Jack W. Stokes, Paul Smolensky, Doug Burger, Jianfeng Gao July 2026 arXiv | July 2026 Preprint
Publication Do AI Agents Know When a Task Is Simple? Toward Complexity-Aware Reasoning and Execution Jarod Yin, Xinyu Feng July 2026 arXiv | July 2026
Publication Beyond the Single Camera: Agentic Multi-View Reasoning in Sports Video Understanding Kerui Chen, Jinglu Wang, Xiaoyi Zhang, Yan Lu July 2026 arXiv | July 2026
Publication Domain-Aware Scaling Laws Uncover Data Synergy Kimia Hamidieh, Lester Mackey, David Alvarez-Melis 2026 COLM | July 2026
Publication Xkernel: Principled Performance Tunability of Operating System Kernel Zhongjie Chen, Wentao Zhang, Yulong Tang, Ran Shu, Fengyuan Ren, Tianyin Xu, Jing Liu OSDI 2026 | July 2026
Publication Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms Gohar Irfan Chaudhry, Esha Choukse, Haoran Qiu, Íñigo Goiri, Rodrigo Fonseca, Adam Belay, Ricardo Bianchini OSDI 2026 | July 2026 Project
Publication Learning behavior accounts for background-related advantage in AI-assisted education Jingwei Yi, Yueqi Xie, Jiyan He, Rui Ye, Junming Huang, Bin Benjamin Zhu, Sean Rintel, Yueqi Xie, Xing Xie, Fangzhao Wu July 2026 arXiv | July 2026