Publication ToolGen: Unified Tool Retrieval and Calling via Generation Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li ICLR 2025 | October 2024
Publication Fair Decentralized Learning Sayan Biswas, Anne-Marie Kermarrec, Rishi Sharma, Trinca Thibaud, M. Vos 2025 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) | October 2024, pp. 714-734
Publication Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification Santiago Cortes-Gomez, C. Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder ArXiv | October 2024
Publication Designing Staged Evaluation Workflows for LLMs: Integrating Domain Experts, Lay Users, and Model-Generated Evaluation Criteria Annalisa Szymanski, S. A. Gebreegziabher, Oghenemaro Anuyah, Ronald A. Metoyer, T. Li CHI 2026 | October 2024
Publication EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing Kaizhi Zheng, Xiaotong Chen, Xuehai He, Jing Gu, Linjie Li, Zhengyuan Yang, K. Lin, Jianfeng Wang, Lijuan Wang, Xin Eric Wang, Linjie Li ICLR 2025 | October 2024
Publication MLOS in Action: Bridging the Gap Between Experimentation and Auto-Tuning in the Cloud Brian Kroth, Sergiy Matusevych, Rana Alotaibi, Yiwen Zhu, Anja Gruenheid, Yuanyuan Tian Proc. VLDB Endow. | October 2024, Vol 17: pp. 4269-4272
Publication Predictability of identifier naming with Copilot: A case study for mixed-initiative programming tools Michael Jing Long Lee, Advait Sarkar, Alan F. Blackwell Proceedings of the 35th Annual Conference of the Psychology of Programming Interest Group (PPIG 2024) | October 2024 Project Project
Publication Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning Yuxuan Ren, Dihan Zheng, Chang Liu, Peiran Jin, Yu Shi, Lin Huang, Jiyan He, Shengjie Luo, Tao Qin, Tie-Yan Liu Neural Information Processing Systems | October 2024
Publication The Power of Resets in Online Reinforcement Learning Zakaria Mhammedi, Dylan Foster, Alexander Rakhlin NeurIPS 2024 | October 2024
Publication ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos Jr-Jen Chen, Yu-Chien Liao, Hsi-Che Lin, Yu-Chu Yu, Yen-Chun Chen, Yu-Chiang Frank Wang Neural Information Processing Systems | October 2024