Huixuan Chi (迟慧璇)'s repositories
PyG-GraphSAGE
使用Pytorch Geometric(PyG)实现了Cora、Citeseer、Pubmed数据集上的GraphSAGE模型(full-batch)
ytchx1999
My name is Huixuan Chi. I am an undergraduate student, majoring in computer science and technology. Welcome!
DeepSeek-Coder
DeepSeek Coder: Let the Code Write Itself
ytchx1999.github.io
https://ytchx1999.github.io/
DPGN
Code for CIKM2023 Long paper "DPGN: Denoising Periodic Graph Network for Life Service Recommendation"
LAGNN
ICML'22: Local Augmentation for Graph Neural Networks
STRNN
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
SELFRec
An open-source framework for self-supervised recommender systems.
SLRC
WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems
SAE-NAD
The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
ReChorus
“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
dgl-lp-baseline
Link prediction gnn baselines implemented by DGL.
CARE-GNN
Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters
GPT-GNN
Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"
ogbl-vessel
OGBL-Vessel submmision.
SEAL_OGB
An open-source implementation of SEAL for link prediction in open graph benchmark (OGB) datasets.
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
TGN-DGraphFin
TGN for anomaly detection in DGraph-Fin dataset. (Top2 🥈 solution in DGraph-Fin Leaderboard) https://dgraph.xinye.com/
SGDL
Source code for Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022.
GCC
GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020
graphSAGE-pytorch
A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.
LightGCN-PyTorch
The PyTorch implementation of LightGCN
MAXP_DGL_Graph
MAXP 命题赛 任务一:基于DGL的图机器学习任务。队伍:Graph@ICT,🥉rank6。https://www.biendata.xyz/competition/maxp_dgl/
DGraphFin_baseline
This is a repository contaning baseline code for DGraphFin Dataset
CLSR
Implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
CTDNE
Implementation of the CTDNE algorithm.
PLNLP
Pairwise learning neural link prediction for ogb link prediction
MEANTIME
MEANTIME