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
Publication Equal Opportunity: A Correctness Condition for Ordered Consensus Yunhao Zhang, Haobin Ni, Soumya Basu, Shir Cohen, Maofan Yin, Lorenzo Alvisi, Robbert van Renesse, Qi Chen, Lidong Zhou Operating Systems Design and Implementation | July 2026
Publication Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement Qimin Zhong, Hao Liao, Haiming Qin, Mingyang Zhou, Rui Mao, Wei Chen, Naipeng Chao The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026
Publication PaT: Planning-after-Trial for Efficient Test-Time Code Generation Youngsik Yoon, Sungjae Lee, Seockbean Song, Siwei Wang, Wei Chen, Jungseul Ok The 64th Annual Meeting of the Association for Computational Linguistics (ACL), Main Conference | July 2026
Publication GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads Abhishek Ghosh, Ajay Nayak, Ashish Panwar, Arkaprava Basu Operating Systems Design and Implementation | July 2026 Project
Publication Psychological Influences of Conversational AI: Research and Design Directions for Reducing Harm and Promoting Well-Being Jina Suh, Mihaela Vorvoreanu, Forough Poursabzi, Emily Tseng, Eugenia Kim, Luke Nicholls, James W. Pennebaker, Eric Horvitz July 2026 Project
Publication Diffeomorphic Optimization Ludwig Winkler, Andrew Leaver-Fay, J. Kleinhenz, Pan Kessel July 2026 arXiv | July 2026
Publication EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video Yuanmin Tang, Jue Zhang, Xiaoting Qin, Jing Yu, Meikang Qiu, Gaopeng Gou, Gang Xiong, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang, Qi Wu ACL Findings | July 2026