Jianghua Wu

Researcher, Shenzhen Research Institute of Big Data

Joined

September 2024

Names

Jianghua Wu (Preferred)

Emails

****@gmail.com (Confirmed)

****@sribd.cn (Confirmed)

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

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

Shenzhen Research Institute of Big Data (sribd.cn)

2023 – Present

PhD student

ECE, University of Connecticut (uconn.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Peter Luh

2018 – 2023

Expertise

Power system operations and optimization

Present

Mixed integer linear programming

Present

Learn-to-optimize

Present

Machine learning

Present

Large language models

Present

Publications

Smoothing Binary Optimization: A Primal-Dual Perspective
Wenbo Liu, Akang Wang, Dun Ma, Hongyi Jiang, Jianghua Wu, Wenguo Yang
- Submitted to ICLR 2026
- Readers: Everyone
Uncertainty-resilient hierarchical optimization for cross-regional hydrogen energy storage planning and scheduling
Yuqian Liu, Zihang Tang, Yingxiao Wang, Wei Lin, Jianghua Wu
- Journal of Energy Storage
- Readers: Everyone
Model-Free Aggregation for Virtual Power Plants Using Input Convex Neural Networks
Wei Lin, Yi Wang, Jianghua Wu, Fei Feng
- IEEE Transactions on Smart Grid
- Readers: Everyone
A Decomposition-Based Learn-to-Optimize Approach with Feasibility Layer Assistance for Sub-Hourly Unit Commitment
Jianghua Wu, Zongjie Wang, Yonghong Chen, Bing Yan, Mikhail A. Bragin
- Crossref
- 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- ICLR 2025 Conference Withdrawn Submission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
Invar-RAG: Invariant LLM-aligned Retrieval for Better Generation
Ziwei Liu, Liang Zhang, Qian Li, Jianghua Wu, Guangxu Zhu
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
High-dimension tie-line security regions for renewable accommodations
Wei Lin, Hua Jiang, Haojun Jian, Jingwei Xue, Jianghua Wu, Chongyu Wang, Zhenjia Lin
- Energy
- Readers: Everyone
Synergistic Integration of Machine Learning and Mathematical Optimization for Unit Commitment
Jianghua Wu, Peter B. Luh, Yonghong Chen, Bing Yan, Mikhail A. Bragin
- IEEE Transactions on Power Systems
- Readers: Everyone
A Novel Optimization Approach for Sub-Hourly Unit Commitment With Large Numbers of Units and Virtual Transactions
Jianghua Wu, Peter B. Luh, Yonghong Chen, Mikhail A. Bragin, Bing Yan
- IEEE Transactions on Power Systems
- Readers: Everyone

Co-Authors

View all 36 co-authors