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 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 Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez November 2024 Project
Publication ProvCam: A Camera Module with Self-Contained TCB for Producing Verifiable Videos Yuxin (Myles) Liu, Zhihao Yao, Mingyi Chen, Ardalan Amiri Sani, Sharad Agarwal, Gene Tsudik MobiCom | November 2024
Publication Input-Dependent Power Usage in GPUs Theo Gregersen, Pratyush Patel, Esha Choukse Sustainable Supercomputing at SC24 | November 2024 Project
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 Project
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 TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP '24) | November 2024 Project
Publication AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation Jia Fu, Xiaoting Qin, Fangkai Yang, Lu Wang, Jue Zhang, Qingwei Lin 林庆维, Yubo Chen, Dongmei Zhang, Saravan Rajmohan, Qi Zhang EMNLP'24 | November 2024
Publication Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP Pieter Delobelle, Giuseppe Attanasio, Debora Nozza, Su Lin Blodgett, Zeerak Talat Empirical Methods in Natural Language Processing | November 2024