Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yanjie Fu

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 

  Access Paper or Ask Questions

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Reimagining City Configuration: Automated Urban Planning via Adversarial Learning


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Fake News Detection with Deep Diffusive Network Model


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions