Min's Projects
Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"
šØ ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
MoFlow: an invertible flow model for generating molecular graphs
Monero: the secure, private, untraceable cryptocurrency
Versatile framework for multi-party computation
zk-SNARK parameter multi-party computation protocol
Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"
Run MapReduce jobs on Hadoop or Amazon Web Services
MTCNN face detection implementation for TensorFlow, as a PIP package.
Parallel t-SNE implementation with Python and Torch wrappers.
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://arxiv.org/abs/2101.05930) in PyTorch.
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
Display Tap Updater - an android reader app for updating e-ink screen on NFC-WISP
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Testing link prediction using Node2Vec
Adversarial Attacks on Node Embeddings via Graph Poisoning
Pytorch implementation of NPAttack
Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)
Neural Text-Entity Encoder (NTEE)
Python library that serves as an API for common cryptographic primitives used to implement OPRF, OT, and PSI protocols.
Occlum is a memory-safe, multi-process library OS for Intel SGX
Benchmark datasets, data loaders, and evaluators for graph machine learning
A delightful community-driven (with 1,100+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
Omniglot data set for one-shot learning