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| Skip to content | https://github.com/HKUDS/SSLRec#start-of-content |
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| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FHKUDS%2FSSLRec |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=HKUDS%2FSSLRec |
| Reload | https://github.com/HKUDS/SSLRec |
| Reload | https://github.com/HKUDS/SSLRec |
| Reload | https://github.com/HKUDS/SSLRec |
| HKUDS | https://github.com/HKUDS |
| SSLRec | https://github.com/HKUDS/SSLRec |
| Code | https://github.com/HKUDS/SSLRec |
| Issues9 (9) | https://github.com/HKUDS/SSLRec/issues |
| Pull requests | https://github.com/HKUDS/SSLRec/pulls |
| Actions | https://github.com/HKUDS/SSLRec/actions |
| Projects | https://github.com/HKUDS/SSLRec/projects |
| Security and quality | https://github.com/HKUDS/SSLRec/security |
| Insights | https://github.com/HKUDS/SSLRec/pulse |
| https://github.com/HKUDS/SSLRec |
| SSLRec | https://github.com/HKUDS/SSLRec |
| Notifications | https://github.com/login?return_to=%2FHKUDS%2FSSLRec |
| Fork83 (83) | https://github.com/login?return_to=%2FHKUDS%2FSSLRec |
| Star570 (570) | https://github.com/login?return_to=%2FHKUDS%2FSSLRec |
| arxiv.org/abs/2308.05697 | https://arxiv.org/abs/2308.05697 |
| collaborative-filtering | https://github.com/topics/collaborative-filtering |
| contrastive-learning | https://github.com/topics/contrastive-learning |
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| graph-neural-networks | https://github.com/topics/graph-neural-networks |
| recommendation-algorithms | https://github.com/topics/recommendation-algorithms |
| recommender-systems | https://github.com/topics/recommender-systems |
| self-supervised-learning | https://github.com/topics/self-supervised-learning |
| user-behavior | https://github.com/topics/user-behavior |
| Readme | https://github.com/HKUDS/SSLRec#readme-ov-file |
| Apache-2.0 license | https://github.com/HKUDS/SSLRec#Apache-2.0-1-ov-file |
| Activity | https://github.com/HKUDS/SSLRec/activity |
| Custom properties | https://github.com/HKUDS/SSLRec/custom-properties |
| 83 forks | https://github.com/HKUDS/SSLRec/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FHKUDS%2FSSLRec&report=HKUDS+%28user%29 |
| Branches | https://github.com/HKUDS/SSLRec/branches |
| Tags | https://github.com/HKUDS/SSLRec/tags |
| https://github.com/HKUDS/SSLRec/branches |
| https://github.com/HKUDS/SSLRec/tags |
| 500 Commits | https://github.com/HKUDS/SSLRec/commits/main/ |
| https://github.com/HKUDS/SSLRec/commits/main/ |
| config | https://github.com/HKUDS/SSLRec/tree/main/config |
| config | https://github.com/HKUDS/SSLRec/tree/main/config |
| data_utils | https://github.com/HKUDS/SSLRec/tree/main/data_utils |
| data_utils | https://github.com/HKUDS/SSLRec/tree/main/data_utils |
| datasets | https://github.com/HKUDS/SSLRec/tree/main/datasets |
| datasets | https://github.com/HKUDS/SSLRec/tree/main/datasets |
| docs | https://github.com/HKUDS/SSLRec/tree/main/docs |
| docs | https://github.com/HKUDS/SSLRec/tree/main/docs |
| models | https://github.com/HKUDS/SSLRec/tree/main/models |
| models | https://github.com/HKUDS/SSLRec/tree/main/models |
| trainer | https://github.com/HKUDS/SSLRec/tree/main/trainer |
| trainer | https://github.com/HKUDS/SSLRec/tree/main/trainer |
| update_log | https://github.com/HKUDS/SSLRec/tree/main/update_log |
| update_log | https://github.com/HKUDS/SSLRec/tree/main/update_log |
| .gitignore | https://github.com/HKUDS/SSLRec/blob/main/.gitignore |
| .gitignore | https://github.com/HKUDS/SSLRec/blob/main/.gitignore |
| LICENSE.txt | https://github.com/HKUDS/SSLRec/blob/main/LICENSE.txt |
| LICENSE.txt | https://github.com/HKUDS/SSLRec/blob/main/LICENSE.txt |
| README.md | https://github.com/HKUDS/SSLRec/blob/main/README.md |
| README.md | https://github.com/HKUDS/SSLRec/blob/main/README.md |
| SSLRec_cover.png | https://github.com/HKUDS/SSLRec/blob/main/SSLRec_cover.png |
| SSLRec_cover.png | https://github.com/HKUDS/SSLRec/blob/main/SSLRec_cover.png |
| framework.png | https://github.com/HKUDS/SSLRec/blob/main/framework.png |
| framework.png | https://github.com/HKUDS/SSLRec/blob/main/framework.png |
| logo.png | https://github.com/HKUDS/SSLRec/blob/main/logo.png |
| logo.png | https://github.com/HKUDS/SSLRec/blob/main/logo.png |
| main.py | https://github.com/HKUDS/SSLRec/blob/main/main.py |
| main.py | https://github.com/HKUDS/SSLRec/blob/main/main.py |
| README | https://github.com/HKUDS/SSLRec |
| Apache-2.0 license | https://github.com/HKUDS/SSLRec |
| https://github.com/HKUDS/SSLRec/blob/main/logo.png |
| 🤗User Guide | https://github.com/HKUDS/SSLRec/blob/main/docs/User%20Guide.md |
| 🧪Models | https://github.com/HKUDS/SSLRec/blob/main/docs/Models.md |
| 📜Datasets | https://github.com/HKUDS/SSLRec/blob/main/docs/Datasets.md |
| 📑SSLRec Paper | https://arxiv.org/abs/2308.05697 |
|
| https://twitter.com/huang_chao4969 |
| https://github.com/HKUDS/SSLRec/blob/main/SSLRec_cover.png |
| https://github.com/HKUDS/SSLRec/blob/main/framework.png |
| https://github.com/HKUDS/SSLRec#sslrec-news |
| check here | https://github.com/HKUDS/SSLRec/blob/main/docs/GuideDataCF.md |
| check here | https://github.com/HKUDS/Awesome-SSLRec-Papers |
| The SSLRec paper | https://arxiv.org/abs/2308.05697 |
| WSDM 2024 | https://www.wsdm-conference.org/2024/ |
| Here | https://github.com/HKUDS/SSLRec/blob/main/update_log/2023-06-28.md |
| https://github.com/HKUDS/SSLRec#highlighted-features |
| https://github.com/HKUDS/SSLRec#implemented-models |
| Models | https://github.com/HKUDS/SSLRec/blob/main/docs/Models.md |
| LightGCN | https://arxiv.org/pdf/2002.02126.pdf |
| SGL | https://arxiv.org/pdf/2010.10783.pdf |
| HCCF | https://arxiv.org/pdf/2204.12200.pdf |
| SimGCL | https://arxiv.org/pdf/2112.08679.pdf |
| NCL | https://arxiv.org/pdf/2202.06200.pdf |
| DirectAU | https://dl.acm.org/doi/pdf/10.1145/3534678.3539253 |
| LightGCL | https://arxiv.org/pdf/2302.08191.pdf |
| AutoCF | https://arxiv.org/pdf/2303.07797.pdf |
| DCCF | https://arxiv.org/pdf/2305.02759.pdf |
| GFormer | https://arxiv.org/pdf/2306.02330.pdf |
| AdaGCL | https://arxiv.org/pdf/2305.10837.pdf |
| BERT4Rec | https://arxiv.org/pdf/1904.06690.pdf |
| CL4SRec | https://arxiv.org/pdf/2010.14395.pdf |
| DuoRec | https://arxiv.org/pdf/2110.05730.pdf |
| ICLRec | https://arxiv.org/pdf/2202.02519.pdf |
| DCRec | https://arxiv.org/pdf/2303.11780.pdf |
| MAERec | https://arxiv.org/pdf/2305.04619.pdf |
| MHCN | https://arxiv.org/pdf/2101.06448.pdf |
| KCGN | https://par.nsf.gov/servlets/purl/10220297 |
| SMIN | https://arxiv.org/pdf/2110.03958.pdf |
| DSL | https://arxiv.org/abs/2305.12685 |
| KGIN | https://dl.acm.org/doi/pdf/10.1145/3442381.3450133 |
| KGCL | https://arxiv.org/pdf/2205.00976.pdf |
| KGRec | https://arxiv.org/pdf/2307.02759.pdf |
| DiffKG | https://arxiv.org/pdf/2312.16890.pdf |
| MBGMN | https://arxiv.org/pdf/2110.03969.pdf |
| HMG-CR | https://arxiv.org/pdf/2109.02859.pdf |
| S-MBRec | http://www.shichuan.org/doc/134.pdf |
| CML | https://arxiv.org/pdf/2202.08523.pdf |
| KMCLR | https://arxiv.org/pdf/2301.05403.pdf |
| https://github.com/HKUDS/SSLRec#get-started |
| lightgcn.yml | https://github.com/HKUDS/SSLRec/blob/main/config/modelconf/lightgcn.yml |
| Models | https://github.com/HKUDS/SSLRec/blob/main/docs/Models.md |
| User Guide | https://github.com/HKUDS/SSLRec/blob/main/docs/User%20Guide.md |
| https://github.com/HKUDS/SSLRec#improve-sslrec-together |
| make a pull request | https://github.com/HKUDS/SSLRec/pulls |
| create an issue | https://github.com/HKUDS/SSLRec/issues |
|
| https://github.com/HKUDS/SSLRec/graphs/contributors |
| https://github.com/HKUDS/SSLRec#citation |
| arxiv.org/abs/2308.05697 | https://arxiv.org/abs/2308.05697 |
| collaborative-filtering | https://github.com/topics/collaborative-filtering |
| contrastive-learning | https://github.com/topics/contrastive-learning |
| deep-learning | https://github.com/topics/deep-learning |
| graph-neural-networks | https://github.com/topics/graph-neural-networks |
| recommendation-algorithms | https://github.com/topics/recommendation-algorithms |
| recommender-systems | https://github.com/topics/recommender-systems |
| self-supervised-learning | https://github.com/topics/self-supervised-learning |
| user-behavior | https://github.com/topics/user-behavior |
| Readme | https://github.com/HKUDS/SSLRec#readme-ov-file |
| Apache-2.0 license | https://github.com/HKUDS/SSLRec#Apache-2.0-1-ov-file |
| Activity | https://github.com/HKUDS/SSLRec/activity |
| Custom properties | https://github.com/HKUDS/SSLRec/custom-properties |
| 83 forks | https://github.com/HKUDS/SSLRec/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FHKUDS%2FSSLRec&report=HKUDS+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
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| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |