tsinghua-fib-lab / SIGIR21-SURGEView external linksLinks
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
☆85Oct 30, 2022Updated 3 years ago
Alternatives and similar repositories for SIGIR21-SURGE
Users that are interested in SIGIR21-SURGE are comparing it to the libraries listed below
Sorting:
- [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"☆64Aug 3, 2024Updated last year
- ☆23Jun 24, 2022Updated 3 years ago
- ☆59Jul 26, 2022Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆116Nov 25, 2021Updated 4 years ago
- [SIGIR'22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation …☆37Oct 9, 2022Updated 3 years ago
- Using SR-GNN to implement "NISER: Normalized Item and Session Representations to Handle Popularity Bias"☆25Nov 3, 2020Updated 5 years ago
- Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.☆53Jun 26, 2023Updated 2 years ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆129Mar 16, 2021Updated 4 years ago
- Open source data and code of the MGNM☆25Sep 15, 2022Updated 3 years ago
- TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.☆131Oct 6, 2020Updated 5 years ago
- ☆100Feb 16, 2022Updated 4 years ago
- Code for CIKM 2021 best short paper nomination "Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation" https…☆16Jun 11, 2021Updated 4 years ago
- An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)☆1,071Dec 17, 2022Updated 3 years ago
- [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."☆45Apr 24, 2024Updated last year
- Context and Attribute-Aware Sequential Recommendation via Cross-Attention, RecSys 2022☆66May 27, 2023Updated 2 years ago
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Nov 5, 2021Updated 4 years ago
- Meta-learning-based Cold-Start Sequential Recommendation☆16May 25, 2021Updated 4 years ago
- Intent Contrastive Learning for Sequential Recommendation (WWW'22)☆16Mar 16, 2022Updated 3 years ago
- An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code…☆45Jul 1, 2021Updated 4 years ago
- Implementation of "Pre-training Graph Transformer with Multimodal Side Information for Recommendation"☆17Mar 17, 2022Updated 3 years ago
- https://github.com/JiachengLi1995/TiSASRec in PyTorch☆104Apr 15, 2025Updated 10 months ago
- This is the official code for WWW 2021 paper "Session-aware Linear Item-Item Models for Session-based Recommendation"☆33Sep 19, 2023Updated 2 years ago
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆29Apr 15, 2023Updated 2 years ago
- ☆32Feb 1, 2021Updated 5 years ago
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆38May 23, 2025Updated 8 months ago
- This project is the source code for Multimodal Graph Attention Network(MGAT). The source code will be available on the acceptance of the …☆59Dec 16, 2020Updated 5 years ago
- ☆21Feb 23, 2023Updated 2 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆84Apr 24, 2024Updated last year
- A PyTorch implementation of Neural Attentive Session Based Recommendation (NARM)☆108Dec 8, 2022Updated 3 years ago
- This is the code of paper: Robust Mid-Pass Filtering Graph Convolutional Networks.(paper accepted by WWW2023)☆13Feb 17, 2023Updated 3 years ago
- The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)☆11May 4, 2023Updated 2 years ago
- Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"☆12Feb 8, 2023Updated 3 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆84Sep 16, 2022Updated 3 years ago
- Efficient and extensible GNNs enhanced recommender library based on RecBole.☆192Oct 30, 2023Updated 2 years ago
- ☆60Apr 30, 2024Updated last year
- This is a repo containing recent papers related to temporal (sequential) recommender system☆62May 17, 2021Updated 4 years ago
- ☆20Oct 13, 2020Updated 5 years ago
- PyTorch(1.6+) implementation of https://github.com/kang205/SASRec☆547Jan 29, 2026Updated 2 weeks ago
- This is our Tensorflow implementation for "Graph-based Embedding Smoothing for Sequential Recommendation" (GES) TKDE 2021.☆20Mar 23, 2022Updated 3 years ago