2019-2024，Academy of Mathematics and Systems Science, Chinese Academy of Sciences，Ph.D., Supervisor: Zhi-Ming Ma
2015-2019，East China Normal University，School of Mathematical Sciences，B.S.
2024-Now，Renmin University of China, Gaoling School of Artificial Intelligence, Post-Doc，Supervisor：Hao Sun
AI for scientific computingInterpretable machine learning
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation.
ArXiv
Rui Zhang, Qi Meng, Rongchan Zhu, Yue Wang, Wenlei Shi, Shihua Zhang, Zhi-Ming Ma and Tie-Yan Liu
https://arxiv.org/abs/2302.05104
2023
Deciphering and integrating invariants for neural operator learning with various physical mechanisms.
National Science Review.
Rui Zhang, Qi Meng and Zhi-Ming Ma
https://academic.oup.com/nsr/advance-article/doi/10.1093/nsr/nwad336/7503933
2022
DRVN (deep random vortex network): A new physics-informed machine learning method for simulating and inferring incompressible fluid flows.
Physics of Fluids.
Rui Zhang, Peiyan Hu, Qi Meng, Yue Wang, Rongchan Zhu, Bingguang Chen, Zhi-Ming Ma and Tie-Yan Liu.
Rethinking influence functions of neural networks in the over-parameterized regime.
In Proceedings of the AAAI Conference on Artificial Intelligence (Oral).
Rui Zhang and Shihua Zhang.
https://ojs.aaai.org/index.php/AAAI/article/view/20893
Cross-network skip-gram embedding for joint network alignment and link prediction.
IEEE Transactions on Knowledge and Data Engineering.
Xingbo Du, Junchi Yan, Rui Zhang and Hongyuan Zha
AMSS Special Prize of President Scholarship
Hua Loo-Keng Scholarship
Outstanding Undergraduate in Shanghai
Reviewers：TPAMI, TMLR, TSC, AAAI…
Email：rayzhang@ruc.edu.cn
Website：https://optray.github.io/