Repositories list

• ITPO

  Public

  Graph-COM/ITPO’s past year of commit activity
  Python

  •00 forks•11 star•00 issues•00 pull requests•Updated Mar 26, 2026Mar 26, 2026

• NSL

  Public

  Graph-COM/NSL’s past year of commit activity
  00 forks•00 stars•00 issues•00 pull requests•Updated Mar 24, 2026Mar 24, 2026

• Sequential_Flow_Matching

  Public

  Graph-COM/Sequential_Flow_Matching’s past year of commit activity
  Accelerated Sequential Flow Matching: A Bayesian Filtering Perspective

  Python

  •

  Other

  •00 forks•22 stars•00 issues•00 pull requests•Updated Feb 15, 2026Feb 15, 2026

• EAPrivacy

  Public

  Graph-COM/EAPrivacy’s past year of commit activity
  [ICLR26] EAPrivacy - Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark

  securitybenchmarkprivacy+ 1

  securitybenchmarkprivacyllm

  Python

  •

  GNU General Public License v3.0

  •00 forks•99 stars•11 issue•00 pull requests•Updated Feb 15, 2026Feb 15, 2026

• CKA-Agent

  Public

  Graph-COM/CKA-Agent’s past year of commit activity
  Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".

  jailbreaksafetyred-teaming+ 1

  jailbreaksafetyred-teamingllms

  Python

  •

  GNU Affero General Public License v3.0

  •4444 forks•192192 stars•11 issue•00 pull requests•Updated Jan 31, 2026Jan 31, 2026

• RoFt-Mol

  Public

  Graph-COM/RoFt-Mol’s past year of commit activity
  Code for the paper: RoFt-Mol: Benchmarking Robust Fine-Tuning with Molecular Graph Foundation Models

  Python

  •00 forks•44 stars•00 issues•00 pull requests•Updated Dec 4, 2025Dec 4, 2025

• Struc-Emb

  Public

  Graph-COM/Struc-Emb’s past year of commit activity
  Jupyter Notebook

  •11 fork•77 stars•00 issues•00 pull requests•Updated Oct 16, 2025Oct 16, 2025

• Knowledge_Unlearning

  Public

  Graph-COM/Knowledge_Unlearning’s past year of commit activity
  Python

  •11 fork•1313 stars•11 issue•00 pull requests•Updated Oct 12, 2025Oct 12, 2025

• HaystackCraft

  Public

  Graph-COM/HaystackCraft’s past year of commit activity
  Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

  agentbenchmarkretrieval+ 5

  agentbenchmarkretrievalragllmlong-contextdeep-researchcontext-engineering

  Python

  •

  Apache License 2.0

  •00 forks•1111 stars•11 issue•00 pull requests•Updated Oct 10, 2025Oct 10, 2025

• Walk_Profiles

  Public

  Graph-COM/Walk_Profiles’s past year of commit activity
  Python

  •00 forks•00 stars•00 issues•00 pull requests•Updated Oct 9, 2025Oct 9, 2025

• LLM_BP

  Public
  [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language

  Python

  •11 fork•2222 stars•00 issues•00 pull requests•Updated Jul 15, 2025Jul 15, 2025

• GraphKV

  Public
  Python

  •00 forks•1515 stars•00 issues•00 pull requests•Updated Jun 30, 2025Jun 30, 2025

• Node_DP

  Public
  Code for node DP of relation learning

  Python

  •00 forks•44 stars•00 issues•00 pull requests•Updated Jun 23, 2025Jun 23, 2025

• TSA

  Public
  Source code of "Structural Alignment Improves Graph Test-Time Adaptation"

  Python

  •

  MIT License

  •00 forks•55 stars•00 issues•00 pull requests•Updated Jun 9, 2025Jun 9, 2025

• DP_GraphDiffusion

  Public
  [NeurIPS 2024] Differentially Private Graph Diffusion with Applications in Personalized PageRanks

  Python

  •

  MIT License

  •00 forks•11 star•00 issues•00 pull requests•Updated Jun 4, 2025Jun 4, 2025

• Minority_Aware_LLM_Unlearning

  Public
  [ICML 2025] "Underestimated Privacy Risks for Minority Populations in Large Language Model Unlearning" Project

  Python

  •

  MIT License

  •00 forks•44 stars•00 issues•00 pull requests•Updated Jun 2, 2025Jun 2, 2025

• GraphMaker

  Public
  [TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?

  social-networknetwork-sciencepytorch+ 6

  social-networknetwork-sciencepytorchgenerative-modelgraph-generationnode-classificationgraph-neural-networkssynthetic-data-generationddpm

  Python

  •

  MIT License

  •88 forks•6868 stars•00 issues•00 pull requests•Updated Apr 25, 2025Apr 25, 2025

• SUREL_Plus

  Public
  [VLDB'23] SUREL+ is a novel set-based computation framework for scalable subgraph-based graph representation learning.

  graph-representation-learningopen-graph-benchmarkscalable-graph-learning

  graph-representation-learningopen-graph-benchmarkscalable-graph-learning

  C

  •

  BSD 2-Clause "Simplified" License

  •11 fork•1717 stars•00 issues•00 pull requests•Updated Apr 10, 2025Apr 10, 2025

• SUREL

  Public
  [VLDB'22] SUREL is a novel walk-based computation framework for efficient subgraph-based graph representation learning.

  graph-representation-learningopen-graph-benchmark

  graph-representation-learningopen-graph-benchmark

  C

  •

  BSD 2-Clause "Simplified" License

  •44 forks•2020 stars•22 issues•00 pull requests•Updated Apr 10, 2025Apr 10, 2025

• SubgraphRAG

  Public
  [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation

  knowledge-graphllamarag+ 6

  knowledge-graphllamaraglarge-language-modelsllmretrieval-augmented-generationgraphraggpt-4osubgraphrag

  Python

  •

  MIT License

  •2626 forks•174174 stars•44 issues•00 pull requests•Updated Jan 27, 2025Jan 27, 2025

• LayerDAG

  Public
  [ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs

  pytorchgenerative-modelintermediate-representation+ 7

  pytorchgenerative-modelintermediate-representationgraph-generationdirected-acyclic-graphgraph-neural-networksdataflowssynthetic-data-generationautoregressive-modelsddpm

  Python

  •

  Apache License 2.0

  •33 forks•2828 stars•00 issues•00 pull requests•Updated Jan 26, 2025Jan 26, 2025

• HEPT

  Public
  [ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)

  point-cloudpytorchtransformer+ 3

  point-cloudpytorchtransformerhep-exgeometric-deep-learningai4science

  Python

  •

  MIT License

  •1111 forks•2424 stars•11 issue•00 pull requests•Updated Jan 24, 2025Jan 24, 2025

• GESS

  Public
  Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts

  Python

  •

  MIT License

  •11 fork•1616 stars•00 issues•00 pull requests•Updated Dec 28, 2024Dec 28, 2024

• GAD-NR

  Public
  [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

  deep-learningpytorchunsupervised-learning+ 4

  deep-learningpytorchunsupervised-learninganomaly-detectionauto-encodergraph-neural-networksgraph-anomaly-detection

  Jupyter Notebook

  •22 forks•5757 stars•44 issues•00 pull requests•Updated Nov 22, 2024Nov 22, 2024

• SGD_unlearning

  Public
  Jupyter Notebook

  •00 forks•44 stars•00 issues•00 pull requests•Updated Oct 26, 2024Oct 26, 2024

• xgdl

  Public
  Explainability Library with Geometric Deep Learning for Scientific Tasks

  Python

  •

  MIT License

  •11 fork•99 stars•00 issues•00 pull requests•Updated Oct 26, 2024Oct 26, 2024

• PvGaLM

  Public
  [COLM'25] PvGaLM is the first privacy-preserving relational learning pipeline that is compatible with DP-SGD.

  relational-learningdifferential-privacyfinetuning+ 1

  relational-learningdifferential-privacyfinetuningllms

  Python

  •

  Apache License 2.0

  •22 forks•33 stars•00 issues•00 pull requests•Updated Oct 15, 2024Oct 15, 2024

• Langevin_unlearning

  Public
  Jupyter Notebook

  •11 fork•55 stars•00 issues•00 pull requests•Updated Oct 12, 2024Oct 12, 2024

• GAD-EBM

  Public
  [NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models

  energy-based-modelgraph-anomaly-detectionneurips-2023+ 1

  energy-based-modelgraph-anomaly-detectionneurips-2023glfrontiers

  Jupyter Notebook

  •00 forks•66 stars•00 issues•00 pull requests•Updated Sep 15, 2024Sep 15, 2024

• SPE

  Public
  Official code for SPE

  Python

  •11 fork•1818 stars•11 issue•00 pull requests•Updated Sep 15, 2024Sep 15, 2024