Yifang-Qin / DisenPOI
The pytorch implementation of DisenPOI.
☆11Updated 11 months ago
Related projects: ⓘ
- A python vision code of Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations☆29Updated last year
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆17Updated 3 months ago
- Personalized spatio-temporal graph network for the next POI recommendation☆32Updated last year
- SIGIR 2022 Paper: Less is More: Reweighting Important Spectral Graph Features for Recommendation☆31Updated 9 months ago
- SIGIR 2023 "Graph Collaborative Signals Denoising and Augmentation for Recommendation"☆18Updated last year
- [TKDE 2020] Code and data for "Personalized long-and short-term preference learning for next POI recommendation."☆21Updated 9 months ago
- [SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"☆55Updated 6 months ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆59Updated 2 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆48Updated 6 months ago
- ☆53Updated 2 years ago
- [SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"☆54Updated last year
- ☆11Updated 2 years ago
- ☆28Updated 2 years ago
- Intent Contrastive Learning for Sequential Recommendation (WWW'22)☆16Updated 2 years ago
- ☆16Updated last year
- ☆24Updated 2 years ago
- Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation☆13Updated last year
- Code implementation for our paper "Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation" (AAAI-2024)☆11Updated 3 months ago
- The pytorch implementation of "Enhancing Hypergraph Neural Networks with Intent Disentanglement for Session-based Recommendation" (SIGIR'…☆17Updated last year
- [KDD'22] Multi-Behavior Hypergraph-Enhanced Transformer for Next-Item Recommendation☆59Updated last year
- [SIGKDD'2022] Graph-Flashback Network for Next Location Recommendation☆33Updated last year
- [WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"☆90Updated last year
- [KDD'2023] "AdaGCL: Adaptive Graph Contrastive Learning for Recommendation"☆52Updated 6 months ago
- ☆9Updated last year
- ☆14Updated 3 months ago
- CIKM 2022: SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation☆19Updated last year
- A Spatio-Temporal Interval-Aware Sequential POI Recommendation☆14Updated last year
- [SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".☆16Updated last year
- Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Pref…☆61Updated 3 years ago
- [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"☆61Updated last month