Publication Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use Aradhye Agarwal, Gurdit Siyan, Yash Pandya, Joykirat Singh, Akshay Nambi, Ahmed Awadallah 2026 International Conference on Machine Learning (ICML) | July 2026
Publication Teaming Up with AI: Coordination and Cooperation Nicole Immorlica, Inbal Talgam-Cohen July 2026 July 2026
Publication SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Yifei Shen, Bo Li, Xinjie Zhang July 2026 arXiv | July 2026
Publication OmniLayout: A Schematic-Coupled Multimodal Benchmark for Constraint-Aware Geometric Reasoning in PCB Layout Taiting Lu, Kaiyuan Lin, Mingjia Wang, Haolin Ye, Runze Liu, Yuxin Tian, V. Melkonyan, Haoyu Wang, Muchuan Wang, Chufan Hong, Yifan Yang, Sung-Liang Chen, Yi-Chao Chen, Yicheng Jin, Mahanth Gowda July 2026 arXiv | July 2026
Publication Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots Ling Xu, Chuyu Han, Borui Li, Hao Wu, Shiqi Jiang, Ting Cao, Chuanyou Li, Shenghui Zhong, Shuai Wang July 2026 arXiv | July 2026
Publication Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving Ruchao Fan, Yiming Wang, Rui Zhao, Liliang Ren, Keqi Deng, Xiaoyang Chen, Ali Zare, Bo Ren, Yuxuan Hu, Junkun Chen, Yan Huang, Yelong Shen, Jinyu Li July 2026 arXiv | July 2026
Publication REaR: Retrieve, Expand and Refine for Effective Multitable Retrieval Rishita Agarwal, Himanshu Singhal, Peter Baile Chen, Manan Roy Choudhury, Dan Roth, Vivek Gupta ACL 2026 | July 2026
Publication CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing Zarif Ikram, Arad Firouzkouhi, Stephen Tu, Mahdi Soltanolkotabi, Paria Rashidinejad ICML 2026 | July 2026
Publication Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity Menglin Xia, Xuchao Zhang, Shantanu Dixit, Paramaguru Harimurugan, Rujia Wang, Victor Ruehle, Robert Sim, Chetan Bansal, Saravan Rajmohan ICML 2026 | July 2026
Publication Position: Web Agents Should Use Typed Actions Instead of Click-Based Browsing Linxi Jiang, Rui Xi, Zhijie Liu, Shuo Chen, Zhiqiang Lin, Suman Nath International Conference on Machine Learning | July 2026