Lu, Xinyang

5 publications

ICLR 2026 How to Cure Newton for Unlearning Neural Networks? an Empirical Study from the Hessian Perspective Nhung Bui, Xinyang Lu, Rachael Hwee Ling Sim, See-Kiong Ng, Bryan Kian Hsiang Low

ICLR 2026 WaterDrum: Watermark-Based Data-Centric Unlearning Metric Xinyang Lu, Xinyuan Niu, Gregory Kang Ruey Lau, Nhung Bui, Rachael Hwee Ling Sim, John Russell Himawan, Fanyu Wen, Chuan-Sheng Foo, See-Kiong Ng, Bryan Kian Hsiang Low

ICLR 2024 Can LLMs Express Their Uncertainty? an Empirical Evaluation of Confidence Elicitation in LLMs Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, Bryan Hooi

ICMLW 2023 Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning Xinyang Lu, Flint Xiaofeng Fan, Tianying Wang

JMLR 2019 DBSCAN: Optimal Rates for Density-Based Cluster Estimation Daren Wang, Xinyang Lu, Alessandro Rinaldo