Graph-COM repositories

61 repositories

TurnGate
Public
[ICML 2026 AIWILD] Official implementation of TurnGate, "One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue".
Python
•
GNU Affero General Public License v3.0
•5•10•0•0•Updated Sep 7, 2026Sep 7, 2026
Parallel-Synthesis
Public
Implementation for "Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows" (Parallel-Synthesis)
Python
•
Apache License 2.0
•0•2•0•0•Updated Sep 3, 2026Sep 3, 2026
KVEraser
Public
[ICML 2026 MemFM Oral] KVEraser: Learning to Steer KV Cache for Efficient Localized Context Erasing
kv-cache llm long-context
kv-cache llm long-context
Python
•
Other
•1•7•0•0•Updated Jul 12, 2026Jul 12, 2026
HEPTv2
Public
Python
•
MIT License
•1•2•1•0•Updated Jun 16, 2026Jun 16, 2026
CKA-Agent
Public
[ICML 2026 & ICLR 2026 AIWILD] Official Implementation of the CKA-Agent, "The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving …
jailbreak safety red-teaming
jailbreak safety red-teaming llms icml-2026
Python
•
GNU Affero General Public License v3.0
•47•213•1•0•Updated May 20, 2026May 20, 2026
Awesome-Graph4TruthLLM
Public
0•4•0•0•Updated May 19, 2026May 19, 2026
ITPO
Public
Python
•0•4•0•0•Updated May 15, 2026May 15, 2026
NSL
Public
0•0•1•0•Updated Mar 24, 2026Mar 24, 2026
Sequential_Flow_Matching
Public
Accelerated Sequential Flow Matching: A Bayesian Filtering Perspective
Python
•
Other
•0•3•0•0•Updated Feb 15, 2026Feb 15, 2026
EAPrivacy
Public
[ICLR26] EAPrivacy - Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
security benchmark privacy
security benchmark privacy llm
Python
•
GNU General Public License v3.0
•1•10•1•0•Updated Feb 15, 2026Feb 15, 2026
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
[COLM 2026] Code for Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings (Struc-EMB)
Jupyter Notebook
•1•7•0•0•Updated Oct 16, 2025Oct 16, 2025
Knowledge_Unlearning
Public
Python
•1•18•1•0•Updated Oct 12, 2025Oct 12, 2025
HaystackCraft
Public
Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation
agent benchmark retrieval
agent benchmark retrieval rag llm long-context deep-research context-engineering
Python
•
Apache License 2.0
•0•11•1•0•Updated Oct 10, 2025Oct 10, 2025
Walk_Profiles
Public
Python
•0•0•0•0•Updated Oct 9, 2025Oct 9, 2025
LLM_BP
Public
[ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language
Python
•1•22•0•0•Updated Jul 15, 2025Jul 15, 2025
GraphKV
Public
Python
•1•19•0•0•Updated Jun 30, 2025Jun 30, 2025
Node_DP
Public
Code for node DP of relation learning
Python
•1•4•0•0•Updated Jun 23, 2025Jun 23, 2025
TSA
Public
Source code of "Structural Alignment Improves Graph Test-Time Adaptation"
Python
•
MIT License
•0•5•0•0•Updated Jun 9, 2025Jun 9, 2025
DP_GraphDiffusion
Public
[NeurIPS 2024] Differentially Private Graph Diffusion with Applications in Personalized PageRanks
Python
•
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
•
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
social-network network-science pytorch generative-model graph-generation node-classification graph-neural-networks synthetic-data-generation ddpm
Python
•
MIT License
•9•72•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
graph-representation-learning open-graph-benchmark scalable-graph-learning
C
•
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
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
knowledge-graph llama rag large-language-models llm retrieval-augmented-generation graphrag gpt-4o subgraphrag
Python
•
MIT License
•33•186•5•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
pytorch generative-model intermediate-representation graph-generation directed-acyclic-graph graph-neural-networks dataflows synthetic-data-generation autoregressive-models ddpm
Python
•
Apache License 2.0
•3•30•0•0•Updated Jan 26, 2025Jan 26, 2025
HEPT
Public
[ICML 2024 Oral] LSH-Based Efficient Point Transformer (HEPT)
point-cloud pytorch transformer
point-cloud pytorch transformer hep-ex geometric-deep-learning ai4science
Python
•
MIT License
•11•27•1•0•Updated Jan 24, 2025Jan 24, 2025
GESS
Public
Code for GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
Python
•
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
deep-learning pytorch unsupervised-learning anomaly-detection auto-encoder graph-neural-networks graph-anomaly-detection
Jupyter Notebook
•3•63•5•0•Updated Nov 22, 2024Nov 22, 2024
SGD_unlearning
Public
Jupyter Notebook
•0•4•0•0•Updated Oct 26, 2024Oct 26, 2024

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Graph-COM

All

61 repositories

TurnGate

Parallel-Synthesis

KVEraser

HEPTv2

CKA-Agent

Awesome-Graph4TruthLLM

ITPO

NSL

Sequential_Flow_Matching

EAPrivacy

RoFt-Mol

Struc-Emb

Knowledge_Unlearning

HaystackCraft

Walk_Profiles

LLM_BP

GraphKV

Node_DP

TSA

DP_GraphDiffusion

Minority_Aware_LLM_Unlearning

GraphMaker

SUREL_Plus

SUREL

SubgraphRAG

LayerDAG

HEPT

GESS

GAD-NR

SGD_unlearning

Repositories list

61 repositories