This is a repo containing recent papers related to temporal (sequential) recommender system
☆62May 17, 2021Updated 5 years ago
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- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Nov 5, 2021Updated 4 years ago
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- Training Sequential Recommenders as Discriminators (SIGIR'22)☆15Jul 25, 2022Updated 4 years ago
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- This is the code for the Paper: Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation☆14Apr 6, 2022Updated 4 years ago
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- Language model implementation using PyTorch.☆13Feb 16, 2023Updated 3 years ago
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- STAN implementation according to paper 'Sequence and Time Aware Neighborhood for Session-based Recommendations'☆21Nov 28, 2019Updated 6 years ago
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- Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.☆124Nov 25, 2021Updated 4 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Apr 25, 2023Updated 3 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
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- The code for the paper "MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation" (AC…☆68Mar 20, 2024Updated 2 years ago
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- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23May 28, 2024Updated 2 years ago
- Contrastive Self-supervised Sequential Recommendation with Robust Augmentation☆86Sep 16, 2022Updated 4 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☆1,004Aug 21, 2023Updated 3 years ago
- The codes for ICTAI'21 paper "KGAT-SR: Knowledge-Enhanced Graph Attention Network for Session-based Recommendation".☆10May 4, 2022Updated 4 years ago
- This is the official code for WWW 2021 paper "Session-aware Linear Item-Item Models for Session-based Recommendation"☆34Sep 19, 2023Updated 3 years ago
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- The code for WWW2024 paper "Rethinking Cross-Domain Sequential Recommendation under Open-World Assumptions".☆38Aug 12, 2024Updated 2 years ago
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