A collection of research on knowledge graphs

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

Some papers on Temporal Knowledge Graph Embedding and Reasoning

[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs

The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.

[NeurIPS 2023] TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph

[WWW 2023] The source code of "Learning Long- and Short-term Representations for Temporal Knowledge Graph Reasoning"

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion

Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution

ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)

EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Deepr: Research automation evolving toward self-awareness. Kilo layer (meta-observer) maintains understanding across sessions through temporal knowledge graphs and adaptive dream cycles. Not just executing research - learning from it, reflecting on strategies, improving autonomously. OpenAI Deep Research + adaptive planning + persistent memory

Code for https://arxiv.org/abs/1907.03143

A study to find a suitable temporal-based embedding model in detecting IoT malware through network analysis