Hi, I am a Ph.D. student of the joint Ph.D. Program of USTC and Microsoft Research (Asia). I am very fortunate to be advised by Professor Wei Chen and Professor Zhi-Ming Ma. I also work closely with Professor Ruoyu Sun.
The linear span of optimization, generalization and representation in deep learning.
- Momentum Doesn't Change the Implicit Bias
Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma - Creating Training Sets via Weak Indirect Supervision
Jieyu Zhang, Bohan Wang, Xiangchen Song, Yujing Wang, Yaming Yang, Jing Bai, Alexander Ratner - Machine-Learning Non-Conservative Dynamics for New-Physics Detection
Ziming Liu, Bohan Wang, Qi Meng, Wei Chen, Max Tegmark, Tie-Yan Liu
- Optimizing Information-theoretical Generalization Bound via Anisotropic Noise in SGLD.
Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu.
NeurIPS 2021. - The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks
Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu.
ICML 2021 (Long Presentation). - Tighter generalization bounds for iterative differentially private learning algorithms
*Fengxiang He, *Bohan Wang, Dacheng Tao.
UAI 2021. - Piecewise linear activations substantially shape the loss surfaces of neural networks
*Fengxiang He, *Bohan Wang, Dacheng Tao.
ICLR 2020.
- University of Science and Technology of China - Joint Ph.D. Program of USTC & MSR (Asia) (2021 - Present).
Supervised by Prof. Wei Chen and Prof. Zhi-Ming Ma. - University of Science and Technology of China - Sc.B in Computational Mathematics.
Supervised by Prof. Jie Wang.
- Research Assistant - University of Sydney (2019.06-2019.09).
Supervised by Prof. Dacheng Tao - Star Bridge Research Assistant - Microsoft Research (Asia) (2020.09-2021.08)
Supervised by Prof. Wei Chen.
The photo is taken by my girl friend Xianyi Tao. We have met since we were high school classmates.
Email: bhwangfy@gmail.com