aptx1231
Graduate student of Beihang University, research interests include Spatio-Temporal Data Mining, Graph Neural Network, and Representation Learning.
Beihang University(BUAA)Beijing China
Pinned Repositories
Awesome-Spatio-Temporal-Representation-Learning
Summary of Spatio-Temporal Representation Learning Models.
BUAA_CO
2017级北航计算机学院计算机组成原理课程设计(MIPS CPU)
BUAA_Compiler
2017级北航计算机学院编译技术 C0文法编译器 生成mips代码 2019秋季学期
NYC-Dataset
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
Recsys-Challenge-2023
[ACM Resys Challenge 2023] 6th place solution of Online Ad Installation Forecasting in ACM Resys Challenge 2023
START
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
KDDCUP2022
[KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
PDFormer
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
Bigscity-LibCity
LibCity: An Open Library for Urban Spatial-temporal Data Mining
aptx1231's Repositories
aptx1231/Traffic-Prediction-Open-Code-Summary
Summary of open source code for deep learning models in the field of traffic prediction
aptx1231/START
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
aptx1231/NYC-Dataset
Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
aptx1231/Awesome-Spatio-Temporal-Representation-Learning
Summary of Spatio-Temporal Representation Learning Models.
aptx1231/interview_internal_reference
2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
aptx1231/STDEN
Pytorch implementation of Spatio-temporal Differential Equation Network (STDEN).
aptx1231/attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
aptx1231/iFLYTEK-Traffic-Flow-Challenge
2022年讯飞开发者大赛-考虑时空依赖及全局要素的城市道路交通流量预测挑战赛-Top3解决方案
aptx1231/KDD-CUP-2023
KDD-CUP-2023
aptx1231/Recsys-Challenge-2023
[ACM Resys Challenge 2023] 6th place solution of Online Ad Installation Forecasting in ACM Resys Challenge 2023
aptx1231/BUAA_OO
2017级北航计算机学院面向对象设计与构造 (JAVA实现) 2019春季学期
aptx1231/aptx1231.github.io
aptx1231/awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
aptx1231/CCF-BDCI-Homecoming-Forecast
CCF-BDCI-2022 返乡发展人群预测
aptx1231/CoST_Paddle
A PaddlePaddle implementation of CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting.
aptx1231/GNNPapers
Must-read papers on graph neural networks (GNN)
aptx1231/HOME-GCL
aptx1231/aptx1231
aptx1231/Awesome-Profile-README-templates
A collection of awesome readme templates to display on your profile
aptx1231/awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
aptx1231/GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
aptx1231/graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
aptx1231/Informer_Paddle
aptx1231/LibTRL
An open library for Trajectory Representation Learning (TRL)
aptx1231/PaddleSpatial
PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
aptx1231/PyGCL
PyGCL: A PyTorch Library for Graph Contrastive Learning
aptx1231/RecBole
A unified, comprehensive and efficient recommendation library
aptx1231/Spatial-Temporal-Representation-Learning-and-POI-Rec
A paper list for ST-based represenation learning and POI recommenation.
aptx1231/weibo-crawler
新浪微博爬虫，用python爬取新浪微博数据
aptx1231/xunfei2021_car_loan_top1
2021科大讯飞-车辆贷款违约预测挑战赛 Top1方案