THUDM

Repositories

• cogdl

  CogDL: An Extensive Research Toolkit for Graphs

  leaderboard pytorch link-prediction graph-embedding graph-classification node-classification graph-neural-networks
  Python MIT 79 401 6 0 Updated Sep 10, 2020

• GCC

  GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training

  graph-neural-networks pre-training contrastive-learning
  Python MIT 7 65 0 0 Updated Sep 3, 2020

• ComiRec

  Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"

  recommender-system recommendation controllable multi-interest
  Python 8 59 0 0 Updated Aug 26, 2020

• MCNS

  Source code and dataset for KDD 2020 paper "Understanding Negative Sampling in Graph Representation Learning"
  Python 12 51 1 0 Updated Aug 16, 2020

• KBRD

  Source code and dataset for EMNLP 2019 paper "Towards Knowledge-Based Recommender Dialog System"
  Python MIT 13 72 0 0 Updated Aug 11, 2020

• ProNE

  Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"

  network-representation-learning
  Python MIT 34 142 4 0 Updated Aug 4, 2020

• KOBE

  Source code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"

  text-generation personalization knowledge-graph
  Python MIT 37 134 1 0 Updated Apr 7, 2020

• CogQA

  Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

  question-answering bert graph-neural-networks
  Python MIT 62 339 2 1 Updated Mar 22, 2020

• GATNE

  Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

  heterogeneous-network representation-learning multiplex-networks network-embedding attributed-networks
  Python MIT 91 290 18 0 Updated Dec 30, 2019

• CogKR

  Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"
  Python 9 32 1 0 Updated Dec 21, 2019

• Tsinghua-ML-Course

  Course Materials for ML Course at Tsinghua
  HTML 0 10 0 0 Updated Dec 17, 2019

• GraphSGAN

  Implementation of "GraphSGAN", a GAN-based semi-supervised learning algorithm for graph data.
  Python 13 56 0 0 Updated Nov 19, 2019

• NLP4Rec-Papers

  Paper list of NLP for recommender systems

  natural-language-processing knowledge-graph recommender-system dialogue-systems explainable-recommendation
  17 93 0 0 Updated Nov 13, 2019

• OAG

  Source code and dataset for KDD 2019 paper "OAG: Toward Linking Large-scale Heterogeneous Entity Graphs"
  Python MIT 13 39 0 0 Updated Sep 1, 2019

• Graph-Reading-Group

  Daily reading group on graphs at KEG

  graph-neural-networks graph-representation-learning paper-list
  MIT 1 39 0 0 Updated Jul 19, 2019

• KDD-Industrial-Papers

  A list of recent industrial papers in KDD'16–'18

  data-science data-mining kdd paper-list
  1 24 0 0 Updated Jul 8, 2019

• ScenarioMeta

  Source code and dataset for KDD 2019 paper "Sequential Scenario-Specific Meta Learner for Online Recommendation"
  Python MIT 7 61 0 0 Updated Jun 5, 2019

• eTrust

  Source code and dataset for TKDE 2019 paper “Trust Relationship Prediction in Alibaba E-Commerce Platform”

  e-commerce recommendation factor-graph trust-prediction relationship-prediction
  C++ MIT 2 13 0 0 Updated Jun 4, 2019