Ruoxue Liu

Joined

February 2023

Names

Ruoxue Liu (Preferred)

Emails

****@connect.ust.hk (Confirmed)

Personal Links

Career & Education History

PhD student

Hong Kong University of Science and Technology (hkust.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2024

Expertise

few-shot learning

2022 – 2024

tabular data

2020 – 2024

representation learning

2020 – 2024

self-supervised learning

2020 – 2024

Publications

Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
Linjiajie Fang, Ruoxue Liu, Jing Zhang, Wenjia Wang, Bingyi Jing
- ICLR 2025 Poster
- Readers: Everyone
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
Ruoxue Liu, Linjiajie Fang, Wenjia Wang, Bingyi Jing
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors