CV

Education

• Ph.D., Shanghai Jiao Tong University, 2025 (expected)
• B.S., South China University of Technology, 2020

Publications

Simulating Training Dynamics to Reconstruct Training Data from Deep Neural Networks

Kernel PCA for Out-of-Distribution Detection

Random Fourier Features for Asymmetric Kernels

Decentralized Kernel Ridge Regression Based on Data-Dependent Random Feature

Diffusion representation for asymmetric kernels via magnetic transform

Learning non-parametric kernels via matrix decomposition for logistic regression

Learning with Asymmetric Kernels: Least Squares and Feature Interpretation

Global Search and Analysis for the Nonconvex Two-Level ℓ₁ Penalty

Talks

Teaching

Optimization in Learning and Controlling

Linear Programming and Non-linear Programming

Service and leadership

• Conference reviewer: NeurIPS 2024, AISTATS 2025, ICML2025
• Journal reviewer: IEEE TNNLS