Yuancheng-Xu

Dynamics-Aware-Robust-Training

ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and Furong Huang

ELBERT

Official Implementation of the paper "Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making" by Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao and Furong Huang.

VLM-Poisoning

Code for the paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

FREEtree

An model-tree based method that includes random effect and integrates feature selection and prediction naturally

macer

MACER: MAximizing CErtified Radius (ICLR 2020)

robust_overfitting

robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

UCLA-CSST-SAVE

Trees algorithms incorporating time information (longitudinal data)

Yuancheng-Xu/UCLA-CSST-SAVE

Trees algorithms incorporating time information (longitudinal data)

Yuancheng-Xu/auto-attack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

Yuancheng-Xu/deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

Yuancheng-Xu/FREEtree

An model-tree based method that includes random effect and integrates feature selection and prediction naturally

Yuancheng-Xu/macer

MACER: MAximizing CErtified Radius (ICLR 2020)

Yuancheng-Xu/robust_overfitting

Yuancheng-Xu/robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

Yuancheng-Xu/UCLA-CSST

UCLA-CSST Research program 2019 summer

Yuancheng-Xu/Yuancheng-Xu.github.io

Personal Website

Yuancheng-Xu/Visual-Adversarial-Examples-Jailbreak-Large-Language-Models

Repository for the Paper (preprint) --- Visual Adversarial Examples Jailbreak Large Language Models