This is a repo containing recent papers related to temporal (sequential) recommender system
☆62May 17, 2021Updated 4 years ago
Alternatives and similar repositories for Sequential-Recommender-System-Papers
Users that are interested in Sequential-Recommender-System-Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Nov 5, 2021Updated 4 years ago
- WWW'24, Mirror Gradient (MG) makes multimodal recommendation models approach flat local minima easier compared to models with normal trai…☆17Nov 1, 2024Updated last year
- This is the source code of PFRec☆14Dec 16, 2022Updated 3 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
- ☆17Apr 20, 2023Updated 2 years ago
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆23Dec 28, 2022Updated 3 years ago
- Share Some Recommender System Paper I read.☆70Jun 26, 2021Updated 4 years ago
- ☆38Jun 14, 2023Updated 2 years ago
- Training Sequential Recommenders as Discriminators (SIGIR'22)☆15Jul 25, 2022Updated 3 years ago
- Sequential☆24Jun 3, 2022Updated 3 years ago
- This is the code for the Paper: Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation☆14Apr 6, 2022Updated 3 years ago
- Language model implementation using PyTorch.☆13Feb 16, 2023Updated 3 years ago
- ☆59Jul 26, 2022Updated 3 years ago
- The source code for "Global Context Enhanced Graph Neural Network for Session-based Recommendation".☆129Mar 16, 2021Updated 5 years ago
- Disentangled Self-Supervision in Sequential Recommenders☆31Aug 9, 2021Updated 4 years ago
- STAN implementation according to paper 'Sequence and Time Aware Neighborhood for Session-based Recommendations'☆21Nov 28, 2019Updated 6 years ago
- This is the code for the Paper: Disentangled Graph Neural Networks for Session-based Recommendation☆18Apr 6, 2022Updated 3 years ago
- This is a repository of public data sources for Recommender Systems (RS).☆1,188Sep 5, 2024Updated last year
- Contrastive Learning with Model Augmentation☆18Aug 3, 2022Updated 3 years ago
- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆116Nov 25, 2021Updated 4 years ago
- Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".☆85Oct 30, 2022Updated 3 years ago
- A curator of Sequential Recommendation algorithms☆20Oct 15, 2020Updated 5 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 2 years ago
- ☆74Dec 27, 2019Updated 6 years ago
- The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (AC…☆60Mar 20, 2024Updated 2 years ago
- Implementation for the paper entitled "Session-based Recommendation with Self-Attention Networks"☆14Apr 29, 2021Updated 4 years ago
- POI2Vec: Geographical Latent Representation for Predicting Future Visitors☆45May 1, 2018Updated 7 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23May 28, 2024Updated last year
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆86Sep 16, 2022Updated 3 years ago
- ☆22Jan 26, 2024Updated 2 years ago
- Codes for 2022 Knowledge-based Systems (KBS) paper "Time Enhanced Graph Neural Networks for Session-based Recommendation"☆11Feb 25, 2022Updated 4 years ago
- SASRec: Self-Attentive Sequential Recommendation☆954Aug 21, 2023Updated 2 years ago
- The codes for ICTAI'21 paper "KGAT-SR: Knowledge-Enhanced Graph Attention Network for Session-based Recommendation".☆10May 4, 2022Updated 3 years ago
- Sequential Recommender System based on Hierarchical Attention Network☆71Sep 2, 2018Updated 7 years ago
- This repository contains PyTorch Implementation of CIKM 2022 research-track paper: OptEmbed: Learning Optimal Embedding Table for Click-t…☆18Oct 23, 2023Updated 2 years ago
- TheWebConf'24 full paper - "Linear-Time Graph Neural Networks for Scalable Recommendations"☆22Jul 23, 2025Updated 8 months ago
- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆35Aug 12, 2024Updated last year
- The repository for Continual Collaborative Distillation for Recommender Systems (CCD), accepted to KDD'24.☆16Jan 15, 2025Updated last year
- A unified, comprehensive and efficient recommendation library☆4,331Feb 24, 2025Updated last year