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Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective

Jan 07, 2021
Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles Hughes, Yanjie Fu

* AAAI 2021 

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Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning

Sep 21, 2020
Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou

* accepted by ICDM 2020 as regular paper 

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AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning

Sep 16, 2020
Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

* Accepted by ICDM 2020. In this version, we revised some typos or mistakes for camera-ready 

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Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning

Sep 16, 2020
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong


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E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce

Sep 10, 2020
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong


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Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection

Aug 26, 2020
Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu


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Reimagining City Configuration: Automated Urban Planning via Adversarial Learning

Aug 22, 2020
Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu


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