GNN paper review & presentation slides

Paper review


  • 목표 : 다다익선 컨셉으로 매일 2편씩 빠르게 읽고 정리하기 [Introduction, Approach, figures, Conclusion]
  • 관심있는 논문 자세하게 읽어보기
  • list
Pdf paper Date
TGN-리뷰 Temporal Graph Networks for Deep Learning on Dynamic Graphs 21.9.27
CGCNN-리뷰 Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties 21.9.27
RLGN-리뷰 Controlling Graph Dynamics with Reinforcement Learning and Graph Neural Networks 21.9.28
GRAND-리뷰 GRAND- Graph Neural Diffusion 21.9.28
PathCon-리뷰 Relational Message Passing for Knowledge Graph Completion 21.9.29
KBGAT-리뷰 Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs 21.9.29
SIGN-리뷰 SIGN : Scalable Inception Graph Neural Networks 21.10.05

Presentation slides


  • 목표 : GNN 관련 paper review 스터디에 참여하며 발표 자료 작성합니다.
  • list
pdf paper Q&A date
igmc[gnn-paper-study] INDUCTIVE MATRIX COMPLETION BASED ON GRAPH NEURAL NETWORKS igmc-QnA 21.9.13