Xu-Hui Liu

PhD student, Nanjing University

Joined

May 2021

Names

Xu-Hui Liu (Preferred)

Emails

****@lamda.nju.edu.cn (Confirmed)

****@kcl.ac.uk (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Nanjing University (nju.edu.cn)

2022 – Present

MS student

Nanjing University (nju.edu.cn)

2020 – 2022

Undergrad student

Nanjing University (nju.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Automated Random Embedding for Practical Bayesian Optimization with Unknown Effective Dimension
Xiang Shu, Xiang Xia, Xu-Hui Liu, Yangde Fu, Bei Liang, Huibin Wang, Xingyu Lu, Hong Qian
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
Tian-Shuo Liu, Xu-Hui Liu, Ruifeng Chen, Lixuan Jin, Pengyuan Wang, Zhilong Zhang, Yang Yu
- ICLR 2025 Poster
- Readers: Everyone
On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models
Xu-Hui Liu, Yali Du, Jun Wang, Yang Yu
- ICLR 2025 Poster
- Readers: Everyone
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang, Ruifeng Chen, Zhilong Zhang, Xinwei Chen, Yang Yu
- ICML 2024 Poster
- Readers: Everyone
Offline Transition Modeling via Contrastive Energy Learning
Ruifeng Chen, Chengxing Jia, Zefang Huang, Tian-Shuo Liu, Xu-Hui Liu, Yang Yu
- ICML 2024 Poster
- Readers: Everyone
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration
Xiong-Hui Chen, Junyin Ye, Hang Zhao, Yi-Chen Li, Xu-Hui Liu, Haoran Shi, Yu-Yan Xu, Zhihao Ye, Si-Hang Yang, Yang Yu, Anqi Huang, Kai Xu, Zongzhang Zhang
- ICML 2024 Poster
- Readers: Everyone
How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement
Xu-Hui Liu, Feng Xu, Xinyu Zhang, Tianyuan Liu, Shengyi Jiang, Ruifeng Chen, Zongzhang Zhang, Yang Yu
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
Hybrid Value Estimation for Off-policy Evaluation and Offline Reinforcement Learning
Xue-Kun Jin, Xu-Hui Liu, Shengyi Jiang, Yang Yu
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
The Teaching Dimension of Regularized Kernel Learners
Hong Qian, Xu-Hui Liu, Chen-Xi Su, Aimin Zhou, Yang Yu
- 2022 (modified: 24 Apr 2023)
- ICML 2022
- Readers: Everyone
Cascaded Algorithm Selection With Extreme-Region UCB Bandit
Yi-Qi Hu, Xu-Hui Liu, Shu-Qiao Li, Yang Yu
- 2022 (modified: 24 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone

View all 13 publications

Co-Authors

View all 40 co-authors