Hongyan Wang

Postdoc, Tsinghua University, Tsinghua University

Joined

May 2021

Names

Hongyan Wang (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

****@mail.tsinghua.edu.cn (Confirmed)

****@163.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

Tsinghua University, Tsinghua University (mail.tsinghua.edu.cn)

2024 – Present

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2017 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Keqiang Li

2024 – Present

Coauthor

Yuan Yuan

2019 – Present

PhD Advisor

Hua Xu

2017 – 2023

Expertise

Evolutionary Computation

Present

Multi-objective Optimization

Present

Bayesian Optimization

Present

Autonomous Driving

2024 – Present

Publications

A Comprehensive Review of Optimization Algorithms in Oil and Gas Fields: Approaches and Applications
Xifeng Ning, Shijie Cao, Hailu Sun, Chao Yang, Yuan Yuan, Hongyan Wang
- International Journal of Communication Systems
- Readers: Everyone
PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models
Jiyuan An, Jiachen Zhao, Liner Yang, Zhenghao Liu, Weihua An, Hongyan Wang, Meishan Zhang, Erhong Yang
- Submitted to ICLR 2026
- Readers: Everyone
High-Dimensional Multi-Objective Bayesian Optimization With Block Coordinate Updates: Case Studies in Intelligent Transportation System
Hongyan Wang, Hua Xu, Zeqiu Zhang
- IEEE Trans. Intell. Transp. Syst. 2024
- Readers: Everyone
NeuralQP: A General Hypergraph-based Optimization Framework for Large-scale Quadratically Constrained Quadratic Programs
Zhixiao Xiong, Huigen Ye, Fangyu Zong, Yutong Zhang, Hua Xu, Hongyan Wang
- Submitted to ICLR 2024
- Readers: Everyone
MIPGen: Learning to Generate Scalable MIP Instances
Tianxing Yang, Huigen Ye, Hua Xu, Hongyan Wang
- Submitted to ICLR 2024
- Readers: Everyone
Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset
Huigen Ye, Hua Xu, Hongyan Wang
- ICLR 2024 poster
- Readers: Everyone
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
Huigen Ye, Hua Xu, Hongyan Wang, Chengming Wang, Yu Jiang
- ICML 2023 Poster
- Readers: Everyone
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract)
Huigen Ye, Hongyan Wang, Hua Xu, Chengming Wang, Yu Jiang
- AAAI 2023
- Readers: Everyone
High-dimensional expensive multi-objective optimization via additive structure
Hongyan Wang, Hua Xu, Yuan Yuan
- Intell. Syst. Appl. 2022
- Readers: Everyone
An adaptive batch Bayesian optimization approach for expensive multi-objective problems
Hongyan Wang, Hua Xu, Yuan Yuan, Zeqiu Zhang
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Inf. Sci. 2022
- Readers: Everyone

View all 12 publications

Hongyan Wang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors