Pinned Repositories
12306
12306智能刷票，订票
AAAI19_Bi-STDDP
Keras Implementation of Bi-STDDP model. Code for Modelling of Bi-directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-in Identification
CTLE
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction
IOHMM-for-individual-mobility-prediction
Input-output hidden markov model for individual mobility prediction with interpretability
MTrajRec
Map-Constrained Trajectory Recovery (KDD'21)
PeriodicMove
This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.
Spatial-Temporal-Attention-Network-for-POI-Recommendation
Codes for a WWW'21 Paper. A state-of-the-art recommender system for location/trajectory prediction.
Spatio-temporal-Diffusion-Point-Processes
A diffusion-based framework for spatio-temporal point processes
ST-GRAT
The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed
STSGCN
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
mcdragon's Repositories
mcdragon/Spatial-Temporal-Attention-Network-for-POI-Recommendation
Codes for a WWW'21 Paper. A state-of-the-art recommender system for location/trajectory prediction.
mcdragon/CTLE
Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction
mcdragon/IOHMM-for-individual-mobility-prediction
Input-output hidden markov model for individual mobility prediction with interpretability
mcdragon/ST-GRAT
The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road Speed
mcdragon/AttnMove
This is for AAAI2020 submission #9808
mcdragon/BaiduTraffic
This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).
mcdragon/CatDM
mcdragon/Deep-Forest
An implementation of Deep Forest 2021.2.1.
mcdragon/DSAN
Dynamic Switch-Attention Network
mcdragon/GMAN
mcdragon/hetsann
Source Codes of HetSANN in the AAAI'20 paper: An Attention-based Graph Nerual Network for Heterogeneous Structural Learning.
mcdragon/HGCN
The code of AAAI2021 paper of HGCN for Traffic Forecasting
mcdragon/HGSL
Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks
mcdragon/HNE
Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond
mcdragon/ie-HGCN
mcdragon/knowledge_graph_attention_network
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
mcdragon/LSTPM
Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI 2020 accepted.
mcdragon/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
mcdragon/NAD
This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://arxiv.org/abs/2101.05930) in PyTorch.
mcdragon/PPR-master
This is an implementation of the POI recommendation model-PPR.
mcdragon/pyecharts-gallery
Just use pyecharts to imitate Echarts official example.
mcdragon/pyHGT
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
mcdragon/pytorch-tutorials-examples-and-books
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
mcdragon/rGBN-RNN
the code for Recurrent Hierarchical Topic-Guided RNN for Language Generation tensorflow
mcdragon/scCaps
An interpretable deep-learning architecture of capsule networks for identifying cellular-type gene expression programs from single-cell RNA-seq data
mcdragon/ST-ResNet-PyTorch
The implementation of ST-ResNet in PyTorch.
mcdragon/STFGNN
Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)
mcdragon/STR
mcdragon/Traffic-Benchmark
mcdragon/transformer-ls
Official implementation of Long-Short Transformer in PyTorch.