Ruohong Liu

PhD student, University of Oxford

Joined

February 2024

Names

Ruohong Liu (Preferred)

Emails

****@connect.hkust-gz.edu.cn (Confirmed)

,

****@eng.ox.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Oxford (oxford.ac.uk)

2024 – 2028

MS student

The Hong Kong University of Science and Technology, Guangzhou (hkust-gz.edu.cn)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Jack Umenberger

Present

Expertise

No areas of expertise listed

Publications

Online Algorithm Configuration for MILP Re-Optimization with LLM Guidance
Ruohong Liu, Xuan He, Yuxin Pan, Jack Umenberger
- Submitted to ICLR 2026
- Readers: Everyone
BEAVER: Building Environments with Assessable Variation for Evaluating Multi-Objective Reinforcement Learning
Ruohong Liu, Jack Umenberger, Yize Chen
- CO-BUILD Poster
- Readers: Everyone
Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning
Ruohong Liu, Yuxin Pan, Linjie Xu, Lei Song, Pengcheng You, Yize Chen, Jiang Bian
- ICLR 2025 Poster
- Readers: Everyone
Learning and Optimization for Price-based Demand Response of Electric Vehicle Charging
Chengyang Gu, Yuxin Pan, Ruohong Liu, Yize Chen
- CoRR 2024
- Readers: Everyone
Large Foundation Models for Power Systems
Chenghao Huang, Siyang Li, Ruohong Liu, Hao Wang, Yize Chen
- CoRR 2023
- Readers: Everyone
Laxity-Aware Scalable Reinforcement Learning for HVAC Control
Ruohong Liu, Yuxin Pan, Yize Chen
- CoRR 2023
- Readers: Everyone
Learning a Multi-Agent Controller for Shared Energy Storage System
Ruohong Liu, Yize Chen
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Learning Task-Aware Energy Disaggregation: a Federated Approach
Ruohong Liu, Yize Chen
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Learning Task-Aware Energy Disaggregation: a Federated Approach
Ruohong Liu, Yize Chen
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CDC 2022
- Readers: Everyone

Co-Authors