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Publications
- 2025
[j133]Dongjing Wang
, Haojiang Yao, Dongjin Yu, Shiyu Song, He Weng, Guandong Xu, Shuiguang Deng:
Graph Intention Embedding Neural Network for tag-aware recommendation. Neural Networks 184: 107062 (2025)- [j129]Dongjing Wang, Gangming Guo, Tianpei OuYang, Dongjin Yu, Haiping Zhang, Bao Li, Rong Jiang, Guandong Xu, Shuiguang Deng:
A Lightweight Spatio-Temporal Neural Network With Sampling-Based Time Series Decomposition for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 26(6): 8682-8693 (2025) - [j123]Dongjin Yu, Gangming Guo, Dongjing Wang, Tianpei OuYang, Feng Wan, Jitao Liu, Guandong Xu, Shuiguang Deng:
Dynamic Spatial-Temporal Graph Convolution Network for E-Bike Traffic Flow Forecasting. IEEE Trans. Veh. Technol. 74(4): 5453-5466 (2025) - 2024
- [j118]Dongjin Yu, Gangming Guo, Dongjing Wang, Haiping Zhang, Bao Li, Guandong Xu, Shuiguang Deng:
Modeling dynamic spatio-temporal correlations and transitions with time window partitioning for traffic flow prediction. Expert Syst. Appl. 252: 124187 (2024) - [j106]Dongjing Wang, Xin Zhang, Yuyu Yin, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Multi-View Enhanced Graph Attention Network for Session-Based Music Recommendation. ACM Trans. Inf. Syst. 42(1): 16:1-16:30 (2024) - [j98]Dongjing Wang, Ruijie Du, Qimeng Yang, Dongjin Yu, Feng Wan, Xiaojun Gong, Guandong Xu, Shuiguang Deng:
Category-aware self-supervised graph neural network for session-based recommendation. World Wide Web (WWW) 27(5): 61 (2024) - 2023
- [j96]Xingliang Wang, Dongjing Wang, Dongjin Yu, Runze Wu, Qimeng Yang, Shuiguang Deng, Guandong Xu:
Intent-aware Graph Neural Network for Point-of-Interest embedding and recommendation. Neurocomputing 557: 126734 (2023) - 2022
- [j74]Dongjing Wang, Xin Zhang, Zhengzhe Xiang, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Sequential Recommendation Based on Multivariate Hawkes Process Embedding With Attention. IEEE Trans. Cybern. 52(11): 11893-11905 (2022) - [j72]Dongjing Wang, Xin Zhang, Yao Wan, Dongjin Yu, Guandong Xu, Shuiguang Deng:
Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation. IEEE Trans. Multim. 24: 4170-4182 (2022) - 2021
- [j61]Dongjing Wang, Xin Zhang, Dongjin Yu, Guandong Xu, Shuiguang Deng:
CAME: Content- and Context-Aware Music Embedding for Recommendation. IEEE Trans. Neural Networks Learn. Syst. 32(3): 1375-1388 (2021) - [j54]Dongjing Wang, Xingliang Wang, Zhengzhe Xiang, Dongjin Yu, Shuiguang Deng, Guandong Xu:
Attentive sequential model based on graph neural network for next poi recommendation. World Wide Web 24(6): 2161-2184 (2021) - 2018
- [j38]Dongjing Wang, Shuiguang Deng, Guandong Xu:
Sequence-based context-aware music recommendation. Inf. Retr. J. 21(2-3): 230-252 (2018) - [j35]Dongjing Wang, Shuiguang Deng, Xin Zhang, Guandong Xu:
Learning to embed music and metadata for context-aware music recommendation. World Wide Web 21(5): 1399-1423 (2018) - 2017
- [j31]ShuiGuang Deng, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu:
On Deep Learning for Trust-Aware Recommendations in Social Networks. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1164-1177 (2017) - [c60]Dongjing Wang, Guandong Xu, ShuiGuang Deng:
Music recommendation via heterogeneous information graph embedding. IJCNN 2017: 596-603 - 2016
- [c54]Dongjing Wang, ShuiGuang Deng, Xin Zhang, Guandong Xu:
Learning Music Embedding with Metadata for Context Aware Recommendation. ICMR 2016: 249-253 - [c53]Dongjing Wang, ShuiGuang Deng, Guandong Xu:
GEMRec: A Graph-Based Emotion-Aware Music Recommendation Approach. WISE (1) 2016: 92-106 - [c52]Dongjing Wang, ShuiGuang Deng, Songguo Liu, Guandong Xu:
Improving Music Recommendation Using Distributed Representation. WWW (Companion Volume) 2016: 125-126 - 2015
- [j18]ShuiGuang Deng, Dongjing Wang, Xitong Li, Guandong Xu:
Exploring user emotion in microblogs for music recommendation. Expert Syst. Appl. 42(23): 9284-9293 (2015) - 2014
- [j15]ShuiGuang Deng, Longtao Huang, Guandong Xu:
Social network-based service recommendation with trust enhancement. Expert Syst. Appl. 41(18): 8075-8084 (2014)
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