Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

• UpdatedJun 4, 2025
• Shell

Distributed Temporal Graph Analytics with Apache Flink

• UpdatedDec 14, 2025
• Java

Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.

• UpdatedOct 22, 2023

the 1st place of WSDM 2022 Challenge (Temporal Link Prediction)

• UpdatedJun 17, 2023
• Jupyter Notebook

Source code for paper "Towards Efficient Simulation-based Constrained Temporal Graph Pattern Matching"

• UpdatedJul 10, 2022
• C++

Temporal graph model on DOM

• UpdatedMar 18, 2025
• Python

Unified Parallel Semantic Log Parsing based on Causal Graph Construction for Attack Attribution

• UpdatedMar 30, 2025
• Jupyter Notebook

GGames is a Python package that provides functions to study games on graphs that can be either static or time-varying.

• UpdatedSep 3, 2021
• Python

This is a ready-to-go application to convert the LDBC FinBench dataset to a Gradoop TPGM graph.

• UpdatedDec 31, 2024
• Java

Local Ollama agent with OpenMemory — persistent long-term memory powered by a temporal graph.

• UpdatedDec 6, 2025
• TypeScript

Starter template for building LangGraph agents with real long-term memory using OpenMemory’s temporal graph.

• UpdatedDec 6, 2025
• TypeScript

Vercel AI SDK starter with OpenMemory — persistent, local-first memory for chatbots and agents.

• UpdatedDec 6, 2025
• TypeScript

Bachelor's thesis on evaluating the efficiency of the graph analytics framework GRADOOP using LDBC's Financial Benchmark.

• UpdatedFeb 6, 2025
• TeX

Exploratory Analysis of Wiki users using graphs

• UpdatedNov 6, 2021

RAPTOR (Round-bAsed Public Transit Optimized Router) TypeScript implementation

• UpdatedOct 27, 2025
• TypeScript

• UpdatedAug 19, 2025
• Python