Inductive relation prediction by subgraph reasoning, ICML'20

30 Semi-Supervised Learning Algorithms

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

Implementation for ReFactor GNNs

[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE

[IEEE SP'24] The Official Implementation of "Jbeil: Temporal Graph-Based Inductive Learning to Infer Lateral Movement in Evolving Enterprise Networks"

Implementation code of GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference accepted by Medical Image Computing and Computer Assisted Interventions (MICCAI 2021)

Algorithms for induction of phonological grammars and sets of underlying forms from morphophonological paradigms. (In progress.)

Inductive Haskell

[TKDD'23] Demo code of the paper entitled "Towards a Better Trade-Off between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs", which has been accepted by ACM TKDD

AttrE2vec: Unsupervised Attributed Edge Representation Learning

Improving Out-of-Vocabulary Handling in Recommendation Systems

An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)

Object detection using SSL techniques. This is a semester project done in Summer 2021 as part of our coursework under the Faculty of Computer Science department at Otto-von-Guericke University, Magdeburg Germany.

A TREPAN (neural network inductive learning algorithm) implementation in java.