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- Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo. ACM Transactions on Information Systems. TOIS. - Knowledge Graph Convolutional Networks for Recommender Systems
Hongwei Wang, Miao Zhao, Xing Xie, Wenjie Li, Minyi Guo. The Web Conference 2019. WWW 2019 (short paper). [code] - Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo. The Web Conference 2019. WWW 2019. [code] [slides] - AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods
Zhiming Zhou, Qingru Zhang, Guansong Lu, Hongwei Wang, Weinan Zhang, Yong Yu. The 7th International Conference on Learning Representations. ICLR 2019. - Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks
Chang Xu, Weiran Huang, Hongwei Wang, Wang Gang, Tieyan Liu. The 33rd AAAI Conference on Artificial Intelligence. AAAI 2019. - RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo. The 27th ACM International Conference on Information and Knowledge Management. CIKM 2018. [code] [slides] - Weakly-Supervised Generative Adversarial Nets with Auxiliary Information for Wireless Coverage Estimation
Zhuo Li, Hongwei Wang, Miao Zhao. The 27th ACM International Conference on Information and Knowledge Management. CIKM 2018 (short paper). - DKN: Deep Knowledge-Aware Network for News Recommendation
Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo. The Web Conference 2019. WWW 2018. [code] [slides] - Deep Representation-Decoupling Neural Networks for Monaural Music Mixture Separation
Zhuo Li, Hongwei Wang, Miao Zhao, Wenjie Li, Minyi Guo. The 32nd AAAI Conference on Artificial Intelligence. AAAI 2018. - GraphGAN: Graph Representation Learning with Generative Adversarial Nets
Hongwei Wang, Jia Wang, Jialin Wang, Weinan Zhang, Miao Zhao, Fuzheng Zhang, Xing Xie, Minyi Guo. The 32nd AAAI Conference on Artificial Intelligence. AAAI 2018. [code] [slides] - MELODY: A Long-term Dynamic Quality-Aware Incentive Mechanism for Crowdsourcing
Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo. IEEE Transactions on Parallel and Distributed Systems. TPDS. [appendix] - SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction
Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu. The 11th ACM International Conference on Web Search and Data Mining. WSDM 2018. - Joint Topic-Semantic-aware Social Recommendation for Online Voting
Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo. The 26th ACM International Conference on Information and Knowledge Management. CIKM 2017. [code] [slides] - Practical Lessons for Job Recommendations in the Cold-Start Scenario
Jianxun Lian, Fuzheng Zhang, Min Hou, Hongwei Wang, Xing Xie, Guangzhong Sun. The 11th ACM Conference on Recommender Systems. RecSys 2017. - MELODY: A Long-term Dynamic Quality-aware Incentive Mechanism for Crowdsourcing
Hongwei Wang, Song Guo, Jiannong Cao, Minyi Guo. The 37th IEEE International Conference on Distributed Computing Systems. ICDCS 2017. [slides] - Collaborative Filtering Based Recommendation of Online Social Voting
Xiwang Yang, Chao Liang, Miao Zhao, Hongwei Wang, Hao Ding, Yong Liu, Yang Li, Junlin Zhang. IEEE Transactions on Computational Social Systems. TCSS. - Towards Scalable and Reliable In-memory Storage System: A Case Study with Redis
Shanshan Chen, Xiaoxin Tang, Hongwei Wang, Han Zhao, Minyi Guo. The 10th IEEE International Conference on Big Data Science and Engineering. BigDataSE 2016.