Hongwei Wang

Postdoctoral Researcher
Computer Science Department, Stanford University
Office: Room 414, William Gates Building
Email: hongweiw@cs.stanford.edu
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Bio

News

Selected Publications

2019
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems.
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang.
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2019.
[Paper] [arXiv] [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 (WWW), 2019.
[Paper] [arXiv] [Code]
2018
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.
ACM Conference on Information and Knowledge Management (CIKM), 2018.
[Paper] [arXiv] [Code]
DKN: Deep Knowledge-Aware Network for News Recommendation.
Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo.
The Web Conference (WWW), 2018.
[Paper] [arXiv] [Code]
GraphGAN: Graph Representation Learning with Generative Adversarial Nets.
Hongwei Wang, Jia Wang, Jialin Wang, Weinan Zhang, Miao Zhao, Fuzheng Zhang, Xing Xie, Minyi Guo.
AAAI Conference on Artificial Intelligence (AAAI), 2018.
[Paper] [arXiv] [Code]
SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.
Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu.
ACM Conference on Web Search and Data Mining (WSDM), 2018.
[Paper] [arXiv]
2017
Joint Topic-Semantic-aware Social Recommendation for Online Voting.
Hongwei Wang, Jia Wang, Miao Zhao, Jiannong Cao, Minyi Guo.
ACM Conference on Information and Knowledge Management (CIKM), 2017.
[Paper] [arXiv] [Code]

Honors

Media Coverage

Invited Talks

Professional Activities

Misc.