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 HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
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 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
Publication An Eye Tracking Study: Are AI Overviews Changing Search Behavior? Sara Allawati, Dana McKay, Mark Sanderson, Paul Thomas, Johanne R Trippas International ACM SIGIR Conference on Research and Development in Information Retrieval | July 2026
Publication Differentially Private Synthetic Data via APIs 4: Tabular Data Toan Tran, Arturs Backurs, Zinan Lin, Victor Reis, Li Xiong, Sergey Yekhanin ICML 2026 | July 2026 Project
Publication ExVerus: Verus Proof Repair via Counterexample Reasoning Jun Yang, Yuechun Sun, Yi Wu, Rodrigo Caridad, Yongwei Yuan, Jianan Yao, Shan Lu, Kexin Pei International Conference on Machine Learning | July 2026 Project
Publication Temporal Preference Optimization for Unsupervised Retrieval HyunJin Kim, Jaejun Shim, Young Jin Kim, JinYeong Bak ICML 2026 | July 2026