YijunSu
AI Researcher at JD. Research interest: Location-based Service, Recommender Systems, Spatio-Temporal Data Mining, Knowledge Graphs, Graph Neural Network.
UCASBeijing
Pinned Repositories
Awesome-POIRecommendation-Papers
DASFAA2021_DMVMT
Official code for 2021-DASFAA-Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning
DASFAA2023_MSTHN
Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation
Gradient-descent-algorithms
implement some gradient descent algorithms
ICC2020_FGCRec
Official code for FGCRec: Fine-Grained Geographical Characteristics Modeling for Point-of-Interest Recommendation (ICC 2020)
ICONIP2019_CARec
Official code for CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking (ICONIP 2019)
IJCNN2020_FGRec
Official code for FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences (IJCNN 2020)
LBSN_Dataset
The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity recommendations, group recommendation and community discovery tasks.
MDM2018_MUC
Official code for Next Check-ins Prediction via History and Friendship on Location-Based Social Networks (MDM 2018)
YijunSu's Repositories
YijunSu/LBSN_Dataset
The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity recommendations, group recommendation and community discovery tasks.
YijunSu/ICC2020_FGCRec
Official code for FGCRec: Fine-Grained Geographical Characteristics Modeling for Point-of-Interest Recommendation (ICC 2020)
YijunSu/IJCNN2020_FGRec
Official code for FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences (IJCNN 2020)
YijunSu/ICONIP2019_CARec
Official code for CARec: Content-Aware Point-of-Interest Recommendation via Adaptive Bayesian Personalized Ranking (ICONIP 2019)
YijunSu/MDM2018_MUC
Official code for Next Check-ins Prediction via History and Friendship on Location-Based Social Networks (MDM 2018)
YijunSu/DASFAA2021_DMVMT
Official code for 2021-DASFAA-Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning
YijunSu/DASFAA2023_MSTHN
Official PyTorch implementation for 2023-DASFAA-Multi-View Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation
YijunSu/KDD-2024-Address
YijunSu/yijunsu.github.io