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 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 Diffeomorphic Optimization Ludwig Winkler, Andrew Leaver-Fay, J. Kleinhenz, Pan Kessel July 2026 arXiv | July 2026
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 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 Optimal Pricing for Data-Augmented AutoML Marketplaces Minbiao Han, Steven Xia, Jonathan Li, Raul Castro Fernandez, Haifeng Xu, Sainyam Galhotra Forty-Third International Conference on Machine Learning (ICML 2026) | July 2026
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