Graph-COM

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53 repositories

CKA-Agent
Public
Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search".
jailbreak safety red-teaming llms
Python
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GNU Affero General Public License v3.0
•37•151•1•0•Updated Dec 22, 2025Dec 22, 2025
RoFt-Mol
Public
Code for the paper: RoFt-Mol: Benchmarking Robust Fine-Tuning with Molecular Graph Foundation Models
Python
•0•4•0•0•Updated Dec 4, 2025Dec 4, 2025
Struc-Emb
Public
Jupyter Notebook
•1•6•0•0•Updated Oct 16, 2025Oct 16, 2025
Knowledge_Unlearning
Public
Python
•1•10•1•0•Updated Oct 12, 2025Oct 12, 2025
HaystackCraft
Public
Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation
agent benchmark retrieval rag llm long-context deep-research context-engineering
Python
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Apache License 2.0
•0•10•1•0•Updated Oct 10, 2025Oct 10, 2025
Walk_Profiles
Public
Python
•0•0•0•0•Updated Oct 9, 2025Oct 9, 2025
EAPrivacy
Public
EAPrivacy - Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
security benchmark privacy llm
GNU General Public License v3.0
•0•6•1•0•Updated Oct 7, 2025Oct 7, 2025
LLM_BP
Public
[ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language
Python
•1•19•0•0•Updated Jul 15, 2025Jul 15, 2025
GraphKV
Public
Python
•0•12•0•0•Updated Jun 30, 2025Jun 30, 2025
Node_DP
Public
Code for node DP of relation learning
Python
•0•4•0•0•Updated Jun 23, 2025Jun 23, 2025
TSA
Public
Source code of "Structural Alignment Improves Graph Test-Time Adaptation"
Python
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MIT License
•0•4•0•0•Updated Jun 9, 2025Jun 9, 2025
DP_GraphDiffusion
Public
[NeurIPS 2024] Differentially Private Graph Diffusion with Applications in Personalized PageRanks
Python
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MIT License
•0•1•0•0•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
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MIT License
•0•4•0•0•Updated Jun 2, 2025Jun 2, 2025
GraphMaker
Public
[TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
social-network network-science pytorch generative-model graph-generation node-classification graph-neural-networks synthetic-data-generation ddpm
Python
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MIT License
•8•65•0•0•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-learning open-graph-benchmark scalable-graph-learning
C
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BSD 2-Clause "Simplified" License
•1•17•0•0•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-learning open-graph-benchmark
C
•
BSD 2-Clause "Simplified" License
•4•20•2•0•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-graph llama rag large-language-models llm retrieval-augmented-generation graphrag gpt-4o subgraphrag
Python
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MIT License
•19•147•4•0•Updated Jan 27, 2025Jan 27, 2025
LayerDAG
Public
[ICLR 2025 Spotlight] LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs
pytorch generative-model intermediate-representation graph-generation directed-acyclic-graph graph-neural-networks dataflows synthetic-data-generation autoregressive-models ddpm
Python
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Apache License 2.0
•3•26•0•0•Updated Jan 26, 2025Jan 26, 2025
HEPT
Public
[ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)
point-cloud pytorch transformer hep-ex geometric-deep-learning ai4science
Python
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MIT License
•10•24•1•0•Updated Jan 24, 2025Jan 24, 2025
GESS
Public
Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
Python
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MIT License
•1•16•0•0•Updated Dec 28, 2024Dec 28, 2024
GAD-NR
Public
[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
deep-learning pytorch unsupervised-learning anomaly-detection auto-encoder graph-neural-networks graph-anomaly-detection
Jupyter Notebook
•2•53•4•0•Updated Nov 22, 2024Nov 22, 2024
SGD_unlearning
Public
Jupyter Notebook
•0•4•0•0•Updated Oct 26, 2024Oct 26, 2024
xgdl
Public
Explainability Library with Geometric Deep Learning for Scientific Tasks
Python
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MIT License
•1•8•0•0•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-learning differential-privacy finetuning llms
Python
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Apache License 2.0
•2•3•0•0•Updated Oct 15, 2024Oct 15, 2024
Langevin_unlearning
Public
Jupyter Notebook
•1•5•0•0•Updated Oct 12, 2024Oct 12, 2024
GAD-EBM
Public
[NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based Models
energy-based-model graph-anomaly-detection neurips-2023 glfrontiers
Jupyter Notebook
•0•6•0•0•Updated Sep 15, 2024Sep 15, 2024
SPE
Public
Official code for SPE
Python
•1•17•1•0•Updated Sep 15, 2024Sep 15, 2024
ED-HNN
Public
[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li
graph-neural-networks hypergraph-learning graph-diffusion equivariant-network
Python
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MIT License
•7•50•1•0•Updated Aug 16, 2024Aug 16, 2024
Pair-Align
Public
[ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)
Python
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MIT License
•1•14•0•0•Updated Jun 15, 2024Jun 15, 2024
Benchmark_for_DGRL_in_Hardwares
Public
The official implementation of `A benchmark for Directed Graph Representation Learning in Hardware Designs'
Python
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Creative Commons Attribution 4.0 International
•1•5•0•0•Updated Jun 13, 2024Jun 13, 2024