zicun cong's repositories
minzc.github.io
Personal blog based on quarto
HackMentor
The repository of paper "HackMentor: Fine-Tuning Large Language Models for Cybersecurity".
federated_transformer_malicious_url
Federated Malicious URL Detection with Flower and Transformers
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
personal_website
Personal Website
OpenHGNN
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
EDITS
Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".
FairAdj
Code for ICLR'2021 paper: On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
FairGNN
A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)
ConPI
Source Code for WSDM 2021 paper, "Modeling Context Pair Interaction for Pairwise Tasks on Graphs"
RELEARN
Relation learning on content-rich diffusion networks
Knowledge_Graph_based_Intent_Network
Learning Intents behind Interactions with Knowledge Graph for Recommendation, WWW2021
dgi_snippet
demo code for dgl weird consumption
fairtorch
PyTorch implementation of parity loss as constraints function to realize the fairness of machine learning.
nifty
Code for paper https://arxiv.org/abs/2102.13186
TorchEASE
Implementation of Embarrassingly Shallow Autoencoders (Harald Steck) in PyTorch
X-MedRELA
Source Code for ACL 2020 paper, "Rationalizing Medical Relation Prediction from Corpus-level Statistics"
knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
vaal
Variational Adversarial Active Learning (ICCV 2019)
NAB
The Numenta Anomaly Benchmark
Flexible-Fairness-Constraints
Code for ICML2019 Paper "Compositional Invariance Constraints for Graph Embeddings"
failing-loudly
Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.11953
venmo-data
Venmo trasaction dataset for data analysis/visualization/anything
ResearchNotes
Interpretable Machine Learning
OpenAPI-1
Source code for OpenAPI
OED
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
openingblackbox
Opening the Black Box How to Interpret Machine Learning Functions and Their Decisions