Haijun Zou
Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Haijun Zou (邹海军)
About Me
I’m a second-year Ph.D. student at Academy of Mathematics and Systems Science, Chinese Academy of Sciences, supervised by Prof. Ya-xiang Yuan. Before that, I received my B.S. degree from Peking University in 2024, advised by Prof. Zaiwen Wen.
Research Interests
My research interests focus on numerical optimization, with an emphasis on both theoretic foundations and algorithm development. Recently, I have been working on Learn to Optimize (L2O), particularly on developing data-driven algorithms for solving combinatorial optimization algorithms.
News
| Apr 23, 2026 | New preprint - “Learning to Solve the Quadratic Assignment Problem with Warm-Started MCMC Finetuning” |
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| Mar 25, 2026 | New preprint - “A Learning Method with Gap-Aware Generation for Heterogeneous DAG Scheduling” |
| Jan 26, 2026 | New paper accepted to ICLR 2026 - “LMask: Learn to Solve Constrained Routing Problems with Lazy Masking” |
| Oct 16, 2025 | Personal website officially launched! 🎉 |
Selected Publications
- arXivA Learning Method with Gap-Aware Generation for Heterogeneous DAG SchedulingarXiv preprint arXiv:2603.23249, 2026