Name: Yihua Zhang
Type: User
Company: Michigan State University
Bio: I am a Ph.D. student at @OPTML-Group, Michigan State University. My research interests include optimization theories, trustworthy ML, and scalable ML.
Twitter: zyh2022
Location: East Lansing, MI, USA
Blog: www.yihua-zhang.com
Yihua Zhang's Projects
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
A list of works on evaluation of visual generation models, including evaluation metrics, models, and systems
Official Website of https://github.com/tamlhp/awesome-machine-unlearning
A curated list of trustworthy deep learning papers. Daily updating...
Code release for ConvNeXt model
[NeurIPS 22] "Fairness Reprogramming" by Guanhua Zhang*, Yihua Zhang*, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang
Python library for argument and configuration management
This is the official repository for paper "Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization".
Tiny semantic commit messages for Git.
Code and checkpoints of compressed networks for the paper titled "HYDRA: Pruning Adversarially Robust Neural Networks" (NeurIPS 2020) (https://arxiv.org/abs/2002.10509).
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)
Existing Literature about Machine Unlearning
A new code framework that uses pytorch to implement meta-learning, and takes Meta-Weight-Net as an example.
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Certified Patch Robustness via Smoothed Vision Transformers
This is the code archive for code segments useful for adversarial training & other common usages.
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.