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Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy


Oct 12, 2021
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu

* ICDM 2021 

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Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning


Oct 12, 2021
Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu

* ICDM2021 

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RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training


Oct 08, 2021
Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou


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Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning


Sep 22, 2021
Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

* SIGSPATIAL 2021 

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Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification


Sep 15, 2021
Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang

* 10 pages, Accepted as regular paper by ICDM 2021 

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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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Coupled Layer-wise Graph Convolution for Transportation Demand Prediction


Dec 15, 2020
Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong


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Interactive Reinforcement Learning for Feature Selection with Decision Tree in the Loop


Oct 02, 2020
Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

* arXiv admin note: substantial text overlap with arXiv:2008.12001 

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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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Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent


Sep 19, 2020
Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu


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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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Learning Adaptive Embedding Considering Incremental Class


Aug 31, 2020
Yang Yang, Zhen-Qiang Sun, HengShu Zhu, Yanjie Fu, Hui Xiong, Jian Yang

* 15 pages, 11 figures 

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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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Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine


Jul 11, 2020
Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong

* KDD 2020 applied data science track 

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Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach


May 25, 2020
Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang

* Accepted by SIGIR2020 

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SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation


Nov 07, 2018
Le Wu, Peijie Sun, Richang Hong, Yanjie Fu, Xiting Wang, Meng Wang

* 8 pages, 1 figure, 4 tables 

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Fake News Detection with Deep Diffusive Network Model


May 22, 2018
Jiawei Zhang, Limeng Cui, Yanjie Fu, Fisher B. Gouza


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CSWA: Aggregation-Free Spatial-Temporal Community Sensing


Nov 15, 2017
Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das

* This paper has been accepted by AAAI 2018. First two authors are equally contributed 

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REMIX: Automated Exploration for Interactive Outlier Detection


May 17, 2017
Yanjie Fu, Charu Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong

* To appear in KDD 2017 

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Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis


Oct 19, 2016
Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes


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Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval


Sep 25, 2014
Liang Wu, Hui Xiong, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Yuanchun Zhou, Jianhui Li

* to appear in IEEE International Conference on Data Mining (ICDM), Shen Zhen, China, December 2014 

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