RuntianZ

doro

Distributional and Outlier Robust Optimization (ICML 2021)

macer

MACER: MAximizing CErtified Radius (ICLR 2020)

adversarial-robustness-unlabeled

Adversarially Robust Generalization Just Requires More Unlabeled Data

grw-vs-erm

Understanding why Generalized Reweighting Does Not Improve Over ERM

boosted_cvar

Boosted CVaR Classification (NeurIPS 2021)

cvxopt

Convex Optimization: Assignment and Project

RuntianZ.github.io

github.io

IRL

IRL project

captcha

Captcha recognizing technique

SQLproject

SQL projects

10708project

10708 Project

15740Project

CelebaFiles

CelebA Dataset

cifar10_challenge

A challenge to explore adversarial robustness of neural networks on CIFAR10.

cloud

Cloud storage

DinkyTrain

Princeton NLP's pre-training library based on fairseq with DeepSpeed kernel integration 🚃

DomainBed

DomainBed is a suite to test domain generalization algorithms

dpc2sim

Computer Architecture Term Project

FeatureScatter

Feature Scattering Adversarial Training

free_adv_train

GMap

The smartest map easiest to use.

Nattack

NetworkTool

A tool for editing, analyzing and comparing websites

pretrained_models

For storing pretrained models

smoothing

Provable adversarial robustness at ImageNet scale

smoothing-adversarial

Code replicating the results of our "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers" paper

tiny-noise

Tiny noise pkl cloud storage.

VS-Loss

Label-Imbalanced and Group-Sensitive Classification under Overparameterization

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

YOPO-You-Only-Propagate-Once

Code for our paper: You Only Propagate Once: Painless Adversarial Training Using Maximal Principle