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✨Data Intelligence Lab@HKU✨

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62 repositories

LightRAG
Public
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
knowledge-graph gpt rag gpt-4 large-language-models llm genai retrieval-augmented-generation graphrag
Python
•
MIT License
•2.4k•17k•339•25•Updated Jun 6, 2025Jun 6, 2025
AutoAgent
Public
"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"
agent llms
Python
•
MIT License
•620•4.6k•38•2•Updated Jun 6, 2025Jun 6, 2025
RecGPT
Public
"RecGPT: A Foundation Model for Sequential Recommendation"
sequential-recommendation fundation-models recgpt
Python
•0•5•0•0•Updated Jun 6, 2025Jun 6, 2025
AI-Researcher-Gallery
Public
0•1•0•0•Updated Jun 6, 2025Jun 6, 2025
AI-Researcher
Public
"AI-Researcher: Autonomous Scientific Innovation"
agent ai-researcher llm
Python
•201•1.6k•34•0•Updated Jun 6, 2025Jun 6, 2025
MiniRAG
Public
"MiniRAG: Making RAG Simpler with Small and Free Language Models"
rag large-language-models retrieval-augmented-generation
Python
•
MIT License
•140•1.1k•13•3•Updated Jun 4, 2025Jun 4, 2025
AI-Creator
Public
"AI-Creator: Multi-Modal Agents for Video Production"
agent video-editing llms ai-creator
Python
•16•144•2•0•Updated Jun 3, 2025Jun 3, 2025
RecLM
Public
"RecLM: Recommendation Instruction Tuning"
collaborative-filtering recommendation large-language-models instruction-tuning
Python
•12•104•0•0•Updated Jun 2, 2025Jun 2, 2025
VideoRAG
Public
"VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos"
rag large-language-models llms long-video-understanding retrieval-augmented-generation multi-modal-llms
Python
•
Other
•76•695•13•0•Updated May 6, 2025May 6, 2025
UnlearnRec
Public
< 10000 a class="Box-sc-g0xbh4-0 XAPHx prc-Link-Link-85e08" data-muted="true" aria-label="0 forks" muted="" href="/HKUDS/UnlearnRec/forks">0•2•1•0•Updated Apr 29, 2025Apr 29, 2025
UrbanGPT
Public
[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"
smart-cities spatio-temporal-prediction urban-data-science urban-computing pre-trained-model large-language-models instruction-tuning fundation-models
Python
•
Apache License 2.0
•45•356•11•0•Updated Apr 18, 2025Apr 18, 2025
.github
Public
0•0•0•0•Updated Apr 9, 2025Apr 9, 2025
Awesome-LLM4Urban-Papers
Public
"LLM4Urban: Urban Computing in the Era of Large Language Models"
intelligent-transportation-systems spatio-temporal-data urban-computing llm
0•15•0•0•Updated Apr 4, 2025Apr 4, 2025
Auto-Deep-Research
Public
"Your Fully-Automated Personal AI Assistant, and Open-Source & Cost-Efficient Alternative to OpenAI's Deep Research"
agent llm deep-research
Python
•126•998•27•0•Updated Apr 1, 2025Apr 1, 2025
SSLRec
Public
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
deep-learning collaborative-filtering recommender-systems recommendation-algorithms graph-neural-networks self-supervised-learning user-behavior contrastive-learning
Python
•
Apache License 2.0
•74•518•8•0•Updated Mar 21, 2025Mar 21, 2025
Awesome-LLM4Graph-Papers
Public
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"
graph-algorithms graph-neural-networks graph-representation-learning large-language-models fundation-models graph-fundation-models
14•322•2•0•Updated Mar 15, 2025Mar 15, 2025
EasyRec
Public
"EasyRec: Simple yet Effective Language Model for Recommendation"
collaborative-filtering recommendation recommender-systems language-model large-language-models
Python
•12•114•3•0•Updated Feb 21, 2025Feb 21, 2025
GraphAgent
Public
"GraphAgent: Agentic Graph Language Assistant"
agent graph-data large-language-models language-assistant
Jupyter Notebook
•40•305•6•0•Updated Feb 8, 2025Feb 8, 2025
LightGNN
Public
[WSDM'25] "LightGNN: Simple Graph Neural Network for Recommendation"
recommendation knowledge-distillation model-compression graph-learning graph-neural-networks
Python
•4•48•0•0•Updated Jan 9, 2025Jan 9, 2025
DiffGraph
Public
[WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"
diffusion-model graph-learning heterogeneous-graph
Python
•3•42•3•0•Updated Jan 7, 2025Jan 7, 2025
GraphST
Public
[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
spatio-temporal-prediction urban-computing graph-neural-networks graph-representation-learning contrastive-learning
Python
•2•54•3•0•Updated Dec 24, 2024Dec 24, 2024
SepLLM
Public
[ICML 2025] "SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator"
inference-speed large-language-models llms
Python
•3•73•0•0•Updated Dec 20, 2024Dec 20, 2024
MixRec
Public
[WSDM'2025] "MixRec: Heterogeneous Graph Collaborative Filtering"
collaborative-filtering recommendation graph-neural-networks heterogeneous-graph
Python
•1•17•1•0•Updated Dec 19, 2024Dec 19, 2024
HGCL
Public
[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"
collaborative-filtering recommendation graph-neural-networks self-supervised-learning heterogeneous-graph-learning graph-contrastive-learning
Python
•15•111•7•0•Updated Nov 4, 2024Nov 4, 2024
DiffKG
Public
[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"
collaborative-filtering knowledge-graph recommendation graph-neural-networks diffusion-models
Python
•10•111•0•0•Updated Oct 24, 2024Oct 24, 2024
RecDiff
Public
[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"
recommender-systems social-recommendation graph-neural-networks diffusion-models denoising-diffusion
Python
•
Apache License 2.0
•3•76•2•0•Updated Oct 19, 2024Oct 19, 2024
OpenGraph
Public
[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
graph-algorithms transformer graph-generation data-augmentation graph-learning graph-neural-networks large-language-models fundation-models large-langage-models graph-fundation-models
Python
•
Apache License 2.0
•34•313•0•0•Updated Oct 11, 2024Oct 11, 2024
XRec
Public
[EMNLP'2024] "XRec: Large Language Models for Explainable Recommendation"
recommender-systems explainable-ai large-language-models
Python
•
Apache License 2.0
•20•151•4•0•Updated Sep 24, 2024Sep 24, 2024
AnyGraph
Public
"AnyGraph: Graph Foundation Model in the Wild"
large-models graph-model graph-learning graph-neural-networks graph-fundation-models
Python
•18•211•2•0•Updated Sep 19, 2024Sep 19, 2024
EasyST
Public
[CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"
knowledge-distillation traffic-prediction spatio-temporal-prediction urban-computing
Python
•0•17•2•0•Updated Sep 17, 2024Sep 17, 2024

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