Name: Chengbin HOU
Type: User
Company: University of Birmingham; SUSTech
Bio: Research interests: Network Embedding, Graph Neural Networks, Real-world applications related to networks/graphs, Machine Learning and Data Mining
Location: Birmingham; Shenzhen
Blog: https://scholar.google.com/citations?user=gTjReaQAAAAJ&hl=en
Chengbin HOU's Projects
Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method
🌟 ChatGenTitle:使用百万arXiv论文信息在LLaMA模型上进行微调的论文题目生成模型
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文总结+润色+审稿+审稿回复
clash-for-linux-backup
Collaboration in Publication: A Study of Collaboration Rates and Citation Rates (Research Skills Course, Uni of Birmingham)
DDE KG Editor: A Data Service System for Knowledge Graph Construction in Geoscience
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews accepted by "Methods in Ecology and Evolution"
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
Must-read papers on graph neural networks (GNN)
GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs).
Graduate School LaTeX templates for Lab rotation proposal + report, OIST beamer and Thesis + thesis proposal
Label Informed Contrastive Pre-training for Node Importance Estimation on Knowledge Graphs
A collection of real-world networks/graphs for Network Embedding
Interactive visualization of networks based on Ulf Aslak's d3 web app.
OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
All Algorithms implemented in Python
Geometric Deep Learning Extension Library for PyTorch
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
SG-EDNE: Skip-Gram based Ensembles Dynamic Network Embedding (for our paper "Robust Dynamic Network Embedding via Ensembles")