Xinyang Lu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Hierarchical Reinforcement Learning

Autonomous Driving

Preference Elicitation

Confidence Measure

Top Venues

J. Mach. Learn. Res.

Publications

Nhung Bui, Xinyang Lu, See-Kiong Ng, Bryan Kian Hsian Low
On Newton's Method to Unlearn Neural Networks. CoRR (2024)
Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, Bryan Hooi
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs. ICLR (2024)
Cheng Wang, Xinyang Lu, See-Kiong Ng, Bryan Kian Hsiang Low
TRACE: TRansformer-based Attribution using Contrastive Embeddings in LLMs. CoRR (2024)
Xinyang Lu, Flint Xiaofeng Fan, Tianying Wang
Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning. CoRR (2023)
Miao Xiong, Zhiyuan Hu, Xinyang Lu, Yifei Li, Jie Fu, Junxian He, Bryan Hooi
Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs. CoRR (2023)
Jingtan Wang, Xinyang Lu, Zitong Zhao, Zhongxiang Dai, Chuan-Sheng Foo, See-Kiong Ng, Bryan Kian Hsiang Low
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data. CoRR (2023)
Juan Carlos Farah, Basile Spaenlehauer, Xinyang Lu, Sandy Ingram, Denis Gillet
An exploratory study of reactions to bot comments on GitHub. BotSE@ICSE (2022)
Daren Wang, Xinyang Lu, Alessandro Rinaldo
DBSCAN: Optimal Rates For Density-Based Cluster Estimation. J. Mach. Learn. Res. 20 (2019)