Xiaodong Luo

Joined

September 2022

Names

Xiaodong Luo (Preferred)

Emails

****@cuhk.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Principal Researcher

Solver Lab, Shenzhen Research Institute of Big Data (sribd.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Dimitris Bertsimas

1991 – 1995

Expertise

Airline scheduling and revenue management

1996 – 2024

Mathematical programming

1991 – 2024

Publications

NeuroLifting: Neural Inference on Markov Random Fields at Scale
Yaomin Wang, Chaolong Ying, Xiaodong Luo, Tianshu Yu
- Submitted to ICLR 2026
- Readers: Everyone
From Fields to Random Trees
Yaomin Wang, Xiaodong Luo, Tianshu Yu
- ICLR 2026 Poster
- Readers: Everyone
Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting
Jinxin Xiong, Xi Gao, Linxin Yang, Jiang Xue, Xiaodong Luo, Akang Wang
- Accepted by TMLR
- Readers: Everyone
QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks
Qian Chen, Linxin Yang, Akang Wang, Xiaodong Luo, Yin Zhang
- NeurIPS 2025 poster
- Readers: Everyone
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
Qian Chen, Lei Li, Qian Li, Jianghua Wu, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang, Qingjiang Shi
- ICLR 2025 Poster
- Readers: Everyone
An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling
Linxin Yang, Bingheng Li, Tian Ding, Jianghua Wu, Akang Wang, Yuyi Wang, Jiliang Tang, Ruoyu Sun, Xiaodong Luo
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
NeuroLifting: Neural Inference on Markov Random Fields at Scale
Yaomin Wang, Chaolong Ying, Xiaodong Luo, Tianshu Yu
- Submitted to ICLR 2025
- Readers: Everyone
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
Qian Chen, Tianjian Zhang, Linxin Yang, Qingyu Han, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang
- NeurIPS 2024 poster
- Readers: Everyone
A Symmetry-Aware Learning Approach for Solving Mixed-Integer Linear Programs
Qian Chen, Tianjian Zhang, Linxin Yang, Qingyu Han, Akang Wang, Ruoyu Sun, Xiaodong Luo, Tsung-Hui Chang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone