mamuyang / Sequential-Recommendation-Paperlist
The paper list under Sequential Recommendation task
☆14Updated 4 years ago
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- Multi-order Attentive Ranking Model for Sequential Recommendation☆26Updated 6 years ago
- ☆24Updated 3 years ago
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆43Updated 5 years ago
- PyTorch-IRGAN is a PyTorch version implementation of the item recommendation part of IRGAN.☆12Updated 5 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- A Collaborative Session-based Recommendation Approach with Parallel Memory Modules, SIGIR 2019☆28Updated 5 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆82Updated last year
- ☆31Updated 5 years ago
- Implementation of paper Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks☆32Updated 5 years ago
- The implementation of SIGIR 2020 paper "CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network“, Cheng Zhao,…☆45Updated 4 years ago
- ☆71Updated 5 years ago
- source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted…☆30Updated 2 years ago
- Contrastive Learning for Cold-start Recommendation☆66Updated 3 years ago
- Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”☆61Updated 4 years ago
- ☆23Updated 2 years ago
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Updated 3 years ago
- Knowledge-enhanced Neighborhood Interaction model for recommendation☆63Updated 4 years ago
- This is our implementation of SAMN: Social Attentional Memory Network☆46Updated 6 years ago
- This is the repository for our WSDM 2020 publication: Interpretable Click-through Rate Prediction through Hierarchical Attention☆40Updated 5 years ago
- Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020☆46Updated 3 years ago
- yuan-pku / Distilling-Structured-Knowledge-into-Embeddings-for-Explainable-and-Accurate-Recommendation☆16Updated 5 years ago
- TMRN is the original Theano implementation of the algorithm in "Taxonomy-aware Multi-hop Reasoning Networks for Sequential Recommendation…☆24Updated 5 years ago
- The implementation of “A Context-Aware User-Item Representation Learning for Item Recommendation”, Libing Wu, Cong Quan, Chenliang Li, Qi…☆28Updated 2 years ago
- Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"☆35Updated 2 years ago
- Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction☆21Updated 4 years ago
- The implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"☆63Updated 2 years ago
- Detecting Beneficial Feature Interactions for Recommender Systems, AAAI 2021☆34Updated 3 years ago
- Code for our CIKM 2018 paper titled "ANR: Aspect-based Neural Recommender"☆70Updated 6 years ago
- ☆59Updated 5 years ago
- This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations☆107Updated 7 years ago