GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

RBLJAN: Robust Byte-Label Joint Attention Network for Network Traffic Classification

Implementation of GraphVAE

API2Vec: Learning Representations of API Sequences for Malware Detection

APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning

Codes and data for USENIX Security 24 paper "MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning"

Code for Our NeurIPS23 paper which shows Dr. Geoff Hinton sir's islands of agreement on GLOM. We release new datasets for studying occlusions in video action-detection, especially under the cases w…

Latex template rescuing PhDs in BUPT from dissertations typesetting.

The Overleaf LaTeX template of the bupt graduate thesis.

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

This repository contains the source code for LiM, a network traffic classification model presented at The Web Conference (WWW 2025).

Full version of the paper "Transformer-based Model for Multi-tab Website Fingerprinting Attack", as well as the corresponding source code and data sets.

Binary VPN Traffic Detection Using Wavelet Features and Machine Learning

Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"

A Library for Advanced DL-based Website Fingerprinting Attacks.

reproduction of CausalVAE

Trustworthy AI related projects

CHGen and CHVGen models to test and compare causal structural priors using out-of-distribution test generalization error and to simulate new data.

causalvae

Causal Variational AutoEncoders