Publication Scaling Laws for Pre-training Agents and World Models Tim Pearce, Tabish Rashid, Dave Bignell, Raluca Stevenson, Sam Devlin, Katja Hofmann ICML 2025 | November 2024 Project
Publication Sharingan: Extract user action sequence from desktop recordings Yanting Chen, Yi Ren, Xiaoting Qin, Jue Zhang, Kehong Yuan, Lu Han, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan, Qi Zhang November 2024
Publication CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing Xinyi He, Jiaru Zou, Yun Lin, Mengyu Zhou, Shi Han, Zejian Yuan, Dongmei Zhang The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP ’24) | November 2024
Publication A Study on Context Length and Efficient Transformers for Biomedical Image Analysis Sarah Hooper, Hui Xue Machine Learning for Health (ML4H) 2024 | November 2024
Publication Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi MSR-TR-2024-47 | November 2024 Published by Microsoft Video Access
Publication VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models Yifei Liu, Jicheng Wen, Yang Wang, Shengyu Ye, Li Lyna Zhang, Ting Cao, Cheng Li, Mao Yang November 2024 Github
Publication Working with Generative AI: We need more African Voices, Real African Voices Najeeb G. Abdulhamid, Stephanie Nyairo, Jacki O'Neill November 2024 Project
Publication Reward Copilot for RL-driven Systems Optimization Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan Advances in Neural Information Processing Systems 2024 – Workshop on ML For Systems | November 2024
Publication Rhythm of Work: Mixed-methods Characterization of Information Workers Scheduling Preferences and Practices Lu Sun, Lillio Mok, Shilad Sen, Bahar Sarrafzadeh 2024 Conference on Computer Supported Cooperative Work | November 2024 Project
Publication Current engagement with unreliable sites from web search driven by navigational search Kevin T. Greene, Nilima Pisharody, Lucas A. Meyer, Mayana Pereira, Rahul Dodhia, Juan M. Lavista Ferres Science Advances | November 2024