Philip S. Yu

Dynamic Bicycle Dispatching of Dockless Public Bicycle-sharing Systems using Multi-objective Reinforcement Learning

Jan 19, 2021
Jianguo Chen, Kenli Li, Keqin Li, Philip S. Yu, Zeng Zeng

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Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network

Jan 19, 2021
Jianguo Chen, Kenli Li, Keqin Li, Philip S. Yu, Zeng Zeng

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Heterogeneous Similarity Graph Neural Network on Electronic Health Records

Jan 17, 2021
Zheng Liu, Xiaohan Li, Hao Peng, Lifang He, Philip S. Yu

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Dynamic Graph Collaborative Filtering

Jan 08, 2021
Xiaohan Li, Mengqi Zhang, Shu Wu, Zheng Liu, Liang Wang, Philip S. Yu

* ICDM 2020 Regular paper

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A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

Jan 03, 2021
Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Philip S. Yu, Weixiong Zhang

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Privacy and Robustness in Federated Learning: Attacks and Defenses

Dec 07, 2020
Lingjuan Lyu, Han Yu, Xingjun Ma, Lichao Sun, Jun Zhao, Qiang Yang, Philip S. Yu

* arXiv admin note: text overlap with arXiv:2003.02133; text overlap with arXiv:1911.11815 by other authors

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A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources

Nov 30, 2020
Xiao Wang, Deyu Bo, Chuan Shi, Shaohua Fan, Yanfang Ye, Philip S. Yu

* Under review

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Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation

Nov 02, 2020
Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He, Philip S. Yu

* Accepted by COLING 2020

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Understanding Pre-trained BERT for Aspect-based Sentiment Analysis

Oct 31, 2020
Hu Xu, Lei Shu, Philip S. Yu, Bing Liu

* COLING 2020

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Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

Oct 25, 2020
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong

* 19 pages, accepted by EMNLP 2020 main conference as a long paper. Code will be available at https://github.com/salesforce/DNNC-few-shot-intent

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Basket Recommendation with Multi-Intent Translation Graph Neural Network

Oct 22, 2020
Zhiwei Liu, Xiaohan Li, Ziwei Fan, Stephen Guo, Kannan Achan, Philip S. Yu

* 978-1-7281-6251-5/20/\$31.00~\copyright2020 IEEE
* Accepted to IEEE Bigdata 2020. Code is available online at https://github.com/JimLiu96/MITGNN

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