mamuyang / Sequential-Recommendation-PaperlistLinks
The paper list under Sequential Recommendation task
☆14Updated 5 years ago
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- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆84Updated last year
- Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation☆44Updated 5 years ago
- Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020☆138Updated 2 years ago
- Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”☆61Updated 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☆33Updated 4 years ago
- ☆83Updated 6 years ago
- A toy implementation of Neural Graph Collaborative filtering☆87Updated 6 years ago
- Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"☆126Updated 3 years ago
- The implementation of SIGIR 2020 paper "CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network“, Cheng Zhao,…☆48Updated 5 years ago
- This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)☆108Updated 5 years ago
- This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations☆108Updated 7 years ago
- Contrastive Learning for Cold-start Recommendation☆72Updated 4 years ago
- Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020☆48Updated 4 years ago
- [SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"☆54Updated last year
- The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)☆82Updated 3 years ago
- Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction☆21Updated 5 years ago
- ☆33Updated 5 years ago
- source code of paper "Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation", which is accepted…☆31Updated 3 years ago
- Released code of SIGIR2021 Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer.☆51Updated 4 years ago
- This is our implementation of ENSFM: Efficient Non-Sampling Factorization Machines (WWW 2020)☆35Updated 5 years ago
- An Efficient and Unified Benchmark for GNN-based Recommendation.☆79Updated 2 years ago
- DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System☆66Updated 3 years ago
- Multi-order Attentive Ranking Model for Sequential Recommendation☆26Updated 6 years ago
- A reimplementation of SRGNN.☆50Updated 4 years ago
- [CIKM 2019] Code and dataset for "Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction"☆87Updated last year
- ☆74Updated 6 years ago
- The implementation of “A Context-Aware User-Item Representation Learning for Item Recommendation”, Libing Wu, Cong Quan, Chenliang Li, Qi…☆29Updated 3 years ago
- ☆59Updated 6 years ago
- A demo code of KDD2020 paper "M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems"☆97Updated 5 years ago