CS224W-KOR Blog

CS224w를 공부하며 정리한 글들을 모아둔 블로그입니다.

CS224W: Machine Learning with Graphs

• CS224w Stanford / Fall 2021 : Original Lecture Homepage
  • Schedule & Slides
• CS224w 강의 Playlist

---

• Fastpages Notebook Blog Post

  A tutorial of fastpages for Jupyter notebooks.

  Oct 13, 2022

• Lecture 17.3 - Cluster GCN - Scaling up GNNs

  CS224W Lecture 17. Scaling Up Graph Neural Networks to Large Graphs

  Sep 7, 2022

• Lecture 17.4 - Scaling up by Simplifying GNNs

  CS224W Lecture 17. Scaling Up Graph Neural Networks to Large Graphs

  Sep 7, 2022

• Lecture 17.2 - GraphSAGE Neighbor Sampling

  CS224W Lecture 17. Scaling Up Graph Neural Networks to Large Graphs

  Sep 7, 2022

• Lecture 17.1 - Scaling up Graph Neural Networks

  CS224W Lecture 17. Scaling Up Graph Neural Networks to Large Graphs

  Sep 7, 2022

• Leture 16 - Advanced Topics in Graph Neural Networks

  CS224W Lecture 16. Advanced Topics in Graph Neural Networks

  Aug 31, 2022

• Lecture 13.3 - Louvain Algorithm

  CS224W Lecture 13. Community Detection in Networks

  Aug 24, 2022

• Lecture 13.2 - Network Communities

  CS224W Lecture 13. Community Detection in Networks

  Aug 24, 2022

• Lecture 13.4 - Detecting Overlapping Communities

  CS224W Lecture 13. Community Detection in Networks

  Aug 24, 2022

• Lecture 13.1 - Community Detection in Networks

  CS224W Lecture 13. Community Detection in Networks

  Aug 24, 2022

• Lecture 12.3 - Finding Frequent Subgraphs

  CS224W Lecture 12.

  Aug 17, 2022

• Lecture 12.2 - Neural Subgraph Matching

  CS224W Lecture 12.

  Aug 17, 2022

• Lecture 12.1 - Fast Neural Subgraph Matching & Counting

  CS224W Lecture 12.

  Aug 17, 2022

• Lecture 11.3 - Query2box Reasoning over KGs

  CS224W Lecture 11. Reasoning in Knowledge Graphs using Embeddings

  Aug 17, 2022

• Lecture 11.2 - Answering Predictive Queries

  CS224W Lecture 11. Reasoning in Knowledge Graphs using Embeddings

  Aug 17, 2022