HKUDS/XRec

"XRec: Large Language Models for Explainable Recommendation"

Language: Python - Size: 21.7 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 34 - Forks: 2

HKUDS/SelfGNN

[SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"

Language: Jupyter Notebook - Size: 144 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 10 - Forks: 0

HKUDS/GFormer

[SIGIR'2023] "GFormer: Graph Transformer for Recommendation"

Language: Python - Size: 7.43 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 50 - Forks: 11

HKUDS/KGRec

[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

Language: Python - Size: 27.8 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 49 - Forks: 4

HKUDS/GPT-ST

[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"

Language: Python - Size: 67.5 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 53 - Forks: 3

HKUDS/RecDiff

"RecDiff: Diffusion Model for Social Recommendation"

Language: Python - Size: 14.9 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 16 - Forks: 0

HKUDS/LLMRec

[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"

Language: Python - Size: 8.34 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 271 - Forks: 35

HKUDS/RLMRec

[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"

Language: Python - Size: 451 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 211 - Forks: 22

HKUDS/SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Language: Python - Size: 103 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 331 - Forks: 39

HKUDS/GraphPro

[WWW'2024] "GraphPro: Graph Pre-training and Prompt Learning for Recommendation"

Language: Python - Size: 377 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 41 - Forks: 0

HKUDS/FlashST

[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"

Language: Python - Size: 20.1 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 22 - Forks: 1

HKUDS/UrbanGPT

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"

Language: Python - Size: 2.45 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 141 - Forks: 18

HKUDS/LightGCL

[ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation"

Language: Python - Size: 51.2 MB - Last synced: 4 days ago - Pushed: almost 1 year ago - Stars: 156 - Forks: 16

HKUDS/GraphGPT

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

Language: Python - Size: 36.5 MB - Last synced: 6 days ago - Pushed: 7 days ago - Stars: 447 - Forks: 35

HKUDS/OpenGraph

"OpenGraph: Towards Open Graph Foundation Models"

Language: Python - Size: 60.5 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 179 - Forks: 15

HKUDS/HiGPT

[KDD'2024] "HiGPT: Heterogenous Graph Language Models"

Language: Python - Size: 6.17 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 80 - Forks: 4

HKUDS/GraphEdit

"GraphEdit: Large Language Models for Graph Structure Learning"

Language: Python - Size: 700 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 92 - Forks: 5

HKUDS/Awesome-LLM4Graph-Papers

A Survey of Large Language Models for Graphs

Size: 1.59 MB - Last synced: 25 days ago - Pushed: 26 days ago - Stars: 35 - Forks: 1

HKUDS/Awesome-SSLRec-Papers

A Comprehensive Survey of Self-Supervised Learning for Recommendation

Size: 2.79 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 53 - Forks: 1

HKUDS/DiffKG

[WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"

Language: Python - Size: 20.7 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 47 - Forks: 3

HKUDS/MMSSL

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

Language: Python - Size: 4.89 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 140 - Forks: 18

HKUDS/STExplainer

[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"

Language: Python - Size: 47.3 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 26 - Forks: 2

HKUDS/CL4ST

[CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"

Language: Python - Size: 44.4 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 16 - Forks: 1

HKUDS/HGCL

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

Language: Python - Size: 33.7 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 73 - Forks: 10

HKUDS/MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

Language: Python - Size: 80.3 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 50 - Forks: 5

HKUDS/DCRec

[WWW'2023] "DCRec: Debiased Contrastive Learning for Sequential Recommendation"

Language: Python - Size: 11.2 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 37 - Forks: 5

HKUDS/PromptMM

[WWW'2024] "PromptMM: Multi-Modal Knowledge Distillation for Recommendation with Prompt-Tuning"

Language: Python - Size: 884 KB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 26 - Forks: 1

HKUDS/DCCF

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

Language: Python - Size: 51.8 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 45 - Forks: 5

HKUDS/DSL

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

Language: Python - Size: 128 MB - Last synced: about 2 months ago - Pushed: 5 months ago - Stars: 19 - Forks: 3

HKUDS/AdaGCL

[KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"

Language: Python - Size: 5.61 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 43 - Forks: 2

HKUDS/GraphST

[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"

Language: Python - Size: 2.07 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 32 - Forks: 2

HKUDS/GraphAug

[ICDE'2024] "GraphAug: Graph Augmentation for Recommendation"

Language: Python - Size: 8.57 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 11 - Forks: 2

HKUDS/DGNN

[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"

Language: Python - Size: 75.8 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 12 - Forks: 1

HKUDS/RCL

[Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"

Language: Python - Size: 26.4 KB - Last synced: about 2 months ago - Pushed: 9 months ago - Stars: 9 - Forks: 0

HKUDS/GTE

[CIKM'2023] "GTE: How Expressive are Graph Neural Networks for Recommendation?"

Language: Python - Size: 16.4 MB - Last synced: about 2 months ago - Pushed: 10 months ago - Stars: 16 - Forks: 0

HKUDS/SimRec

[WWW'23] "SimRec: Graph-less Collaborative Filtering"

Language: Python - Size: 41.4 MB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 25 - Forks: 6

HKUDS/AutoST

[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"

Language: Python - Size: 4.95 MB - Last synced: about 2 months ago - Pushed: 10 months ago - Stars: 42 - Forks: 8

HKUDS/AutoCF

[WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"

Language: Python - Size: 10.6 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 43 - Forks: 7

HKUDS/HKUDS

Size: 38.1 KB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 4 - Forks: 1

HKUDS/HCCF Fork of akaxlh/HCCF

[SIGIR'2022] Hypergraph Contrastive Collaborative Filtering

Size: 70.3 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

HKUDS/SSLRec-1 Fork of chaohuang7/SSLRec

Size: 68.6 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0