출판 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
출판 HOBIT: Hardness Optimized Batch Sampling for InfoNCE Training Himanshu Dutta, Lokesh Nagalapatti, Yashoteja Prabhu International Conference on Machine Learning | July 2026 Spotlight Acceptance
출판 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
출판 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
출판 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
출판 Diffeomorphic Optimization Ludwig Winkler, Andrew Leaver-Fay, J. Kleinhenz, Pan Kessel July 2026 arXiv | July 2026
출판 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 프로젝트
출판 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
출판 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