Recent publication

  • Yanbei Liu, Xiao Wang, Shu Wu, Zhitao Xiao. Independence Promoted Graph Disentangled Networks. In Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020.

  • Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang. Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction. In Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019.

  • Jingyi Wang, Qiang Liu, Zhaocheng Liu, Shu Wu. Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor. In Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019.[pdf]

  • Fenyu Hu, Yanqiao Zhu, Shu Wu, Liang Wang, Tieniu Tan. Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification. In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019.

  • Qiang Cui, Shu Wu, Yan Huang, Liang Wang. A Hierarchical Contextual Attention-based Network for Sequential Recommendation. Neurocomputing, accepted 2019.[pdf]

  • Qiyue Yin, Junge Zhang, Shu Wu, Hexi Li. Multi-view Clustering via Joint Feature Selection and Partially Constrained Cluster Label Learning. Pattern Recognition (PR), accepted 2019.

  • Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang. Semi-supervised Compatibility Learning across Categories for Clothing Matching. In proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2019. [code]

  • Feng Yu, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan. Attention-based Convolutional Approach for Misinformation Identification from Massive and Noisy Microblog Posts. Computers & Security, accepted 2019. [pdf]

  • Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Liang Wang. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. In Proceedings of the 28th International World Wide Web Conference (WWW), 2019. [pdf] [code]

  • Shu Wu, Yuyuan Tang, Yanqiao Zhu, Liang Wang, Xing Xie, Tieniu Tan. Session-based Recommendation with Graph Neural Network. In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019.[pdf] [code] [NSFC-基金成果快讯] [CAS-科研进展]

  • Qiang Cui, Yuyuan Tang, Shu Wu, Liang Wang. Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction. The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019. [pdf] [code]