2019年-2024年，中国科学院数学与系统科学研究院，理学博士, 导师：马志明 院士
2015年-2019年，华东师范大学数学科学学院，理学学士
2024年至今，中国人民大学高瓴人工智能学院博士后，合作导师：孙浩
物理驱动的深度学习方法可解释神经网络
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
中科院数学院院长奖学金特等奖
华罗庚奖学金
上海市优秀毕业生
审稿人：TPAMI, TMLR, TSC, AAAI…
邮箱：rayzhang@ruc.edu.cn
个人网页：https://optray.github.io/