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
Publication Evaluation Validity in Information Retrieval Paul Thomas, Nick Craswell, Mark Sanderson, Seth Spielman, Robert Sim, Ryen W. White International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026
Publication HARC: Coupling Harmfulness and Refusal Directions for Robust Safety Alignment Shei Pern Chua, Hao Wu, Qianli Ma, Fangzhao Wu July 2026 arXiv | July 2026
Publication HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
Publication CI-Work: Benchmarking Contextual Integrity in Enterprise LLM Agents Wenjie Fu, Xiaoting Qin, Jue Zhang, Qingwei Lin 林庆维, Lukas Wutschitz, Robert Sim, Saravan Rajmohan, Dongmei Zhang ACL Industry Track | July 2026