Assistant Professor @ Emory University #MachineLearning #GraphNeuralNetworks
awesome-self-supervised-gnn. Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
1.7kawesome-graph-attack-papers. Adversarial attacks and defenses on Graph Neural Networks.
394Pro-GNN. Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"
309GCond. [ICLR'22][KDD'22][IJCAI'24][NeurIPS'25] Implementation of "Graph Condensation for Graph Neural Networks"
144SelfTask-GNN. Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"
97Movie-QA-System. 基于知识图谱的电影问答系统。 This is a simple question answering and recommender system on movies (based on Knowledge Graph).
83GTrans. [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
67SimP-GCN. Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"
60DeCorr. [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"
45AutoSSL. [ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"
42pytorch-gnn-meta-attack. Pytorch implementation of gnn meta attack (mettack). Paper title: Adversarial Attacks on Graph Neural Networks via Meta Learning.
21graph-adversarial-learning-literature. A curated list of adversarial attacks and defenses papers on graph-structured data.
2Simple-SearchEngine. A simple search engine used for fulltext retrieval, implemented by Python.
1ica. Python implementation of the Iterative Classification Algorithm
1ChandlerBang.github.io. Personal website
1PairNorm. Source code for PairNorm (ICLR 2020)
1Awesome-Dataset-Distillation. Awesome Dataset Distillation Papers
1CSrankings. A web app for ranking computer science departments according to their research output in selective venues.
1dance. DANCE: A Deep Learning Library for Single-Cell Analysis
1