Yuchen's repositories
Image2StyleGAN-and-Image2StyleGAN-
This is for. course project
DynamicTriad
Simple implementation of DynamicTriad
ADER
RecSys 2020 Best Short Paper
ATPapers
Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合
attention-rank-collapse
We show pure attention suffers rank collapse, and how different mechanisms combat it.
CPG
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
daily-paper-computer-vision
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
Federated-Learning
Overview of Federal Learning
GraphCL
[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen
GraphPrompt
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
kaggle-shopee
This is the code for kaggle competition.
LastOrder-Dota2
Dota2 AI bot
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
PKUAutoElective
北大选课网补退选阶段自动选课小工具
ProG
All in One: Multi-task Prompting for Graph Neural Networks, KDD 2023.
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
RecBole
A unified, comprehensive and efficient recommendation library
RecSysDatasets
This is a repository of public data sources for Recommender Systems (RS).
SHT
SHT, KDD 2022
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
StyleCLIP
Using CLIP and StyleGAN to generate faces from prompts.