Hanghang Tong

2019

Graph convolutional networks: a comprehensive review

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Dec 1 2019, In : Computational Social Networks. 6, 1, 11.

Research output: Contribution to journal › Article

Open Access

Graph in graph theory

Neural networks

Bioinformatics

Convolution

Computer vision

2018

Attributed Network Alignment: Problem Definitions and Fast Solutions

Zhang, S. & Tong, H., Aug 20 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journal › Article

Topology

Dual-regularized one-class collaborative filtering with implicit feedback

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., May 1 2018, (Accepted/In press) In : World Wide Web. p. 1-31 31 p.

Research output: Contribution to journal › Article

Collaborative filtering

Feedback

Recommender systems

Stars

2 Citations (Scopus)

Guiding supervised topic modeling for content based tag recommendation

Wu, Y., Xi, S., Yao, Y., Xu, F., Tong, H. & Lu, J., Nov 7 2018, In : Neurocomputing. 314, p. 479-489 11 p.

Research output: Contribution to journal › Article

Observation

Information Storage and Retrieval

Datasets

2 Citations (Scopus)

Visual analysis of brain networks using sparse regression models

Lei, S. H. I., Tong, H., Daianu, M., Tian, F. & Thompson, P. M., Feb 1 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 1, 5.

Research output: Contribution to journal › Article

Brain

Data visualization

Neurology

Computer science

User interfaces

2 Citations (Scopus)

Visualizing research impact through citation data

Wang, Y., Shi, C., Li, L., Tong, H. & Qu, H., Mar 1 2018, In : ACM Transactions on Interactive Intelligent Systems. 8, 1, 5.

Research output: Contribution to journal › Article

Scalability

Visualization

2017

18 Citations (Scopus)

Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation

Yang, X., Shi, L., Daianu, M., Tong, H., Liu, Q. & Thompson, P., Jan 1 2017, In : IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 181-190 10 p., 7534826.

Research output: Contribution to journal › Article

Brain

Experiments

2 Citations (Scopus)

Cross-dependency inference in multi-layered networks: A collaborative filtering perspective

Chen, C., Tong, H., Xie, L., Ying, L. & He, Q., Jun 1 2017, In : ACM Transactions on Knowledge Discovery from Data. 11, 4, 3056562.

Research output: Contribution to journal › Article

Collaborative filtering

Critical infrastructures

Complex networks

Biological systems

Data mining

7 Citations (Scopus)

Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions

Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., Mar 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 3, p. 613-626 14 p., 7762175.

Research output: Contribution to journal › Article

Chemical analysis

4 Citations (Scopus)

Fast and flexible top-k similarity search on large networks

Zhang, J., Tang, J., Ma, C., Tong, H., Jing, Y., Li, J., Luyten, W. & Moens, M. F., Aug 1 2017, In : ACM Transactions on Information Systems. 36, 2, 13.

Research output: Contribution to journal › Article

Sampling

Electric network analysis

Similarity search

Top-k

Information networks

4 Citations (Scopus)

On the eigen-functions of dynamic graphs: Fast tracking and attribution algorithms

Chen, C. & Tong, H., Apr 1 2017, In : Statistical Analysis and Data Mining. 10, 2, p. 121-135 15 p.

Research output: Contribution to journal › Article

Dynamic Graphs

Eigenfunctions

Viruses

Virus

Infection

11 Citations (Scopus)

RaPare: A generic strategy for cold-start rating prediction problem

Xu, J., Yao, Y., Tong, H., Tao, X. & Lu, J., Jun 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 6, p. 1296-1309 14 p., 7582500.

Research output: Contribution to journal › Article

Recommender systems

Collaborative filtering

Factorization

Websites

Calibration

4 Citations (Scopus)

Scalable Algorithms for CQA Post Voting Prediction

Yao, Y., Tong, H., Xu, F. & Lu, J., Aug 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 8, p. 1723-1736 14 p., 7906587.

Research output: Contribution to journal › Article

10 Citations (Scopus)

Towards Optimal Connectivity on Multi-layered Networks

Chen, C., He, J., Bliss, N. & Tong, H., Jun 23 2017, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journal › Article

Critical infrastructures

Biological systems

Large scale systems

Cyber Physical System

6 Citations (Scopus)

Version-Aware rating prediction for mobile app recommendation

Yao, Y., Zhao, W. X., Wang, Y., Tong, H., Xu, F. & Lu, J., Jun 1 2017, In : ACM Transactions on Information Systems. 35, 4, 3015458.

Research output: Contribution to journal › Article

Application programs

Rating

Prediction

Mobile devices

Agglomeration

2016

14 Citations (Scopus)

Disease gene prioritization by integrating tissue-specific molecular networks using a robust multi-network model

Ni, J., Koyuturk, M., Tong, H., Haines, J., Xu, R. & Zhang, X., Nov 10 2016, In : BMC Bioinformatics. 17, 1, 453.

Research output: Contribution to journal › Article

Prioritization

Network Model

Genes

Tissue

Gene

13 Citations (Scopus)

Eigen-optimization on large graphs by edge manipulation

Chen, C., Tong, H., Prakash, B. A., Eliassi-Rad, T., Faloutsos, M. & Faloutsos, C., Jun 1 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 4, 49.

Research output: Contribution to journal › Article

Viruses

Information dissemination

17 Citations (Scopus)

Large-Scale Off-Target Identification Using Fast and Accurate Dual Regularized One-Class Collaborative Filtering and Its Application to Drug Repurposing

Lim, H., Poleksic, A., Yao, Y., Tong, H., He, D., Zhuang, L., Meng, P. & Xie, L., Oct 1 2016, In : PLoS Computational Biology. 12, 10, e1005135.

Research output: Contribution to journal › Article

Drug Repositioning

Target Identification

Collaborative filtering

Collaborative Filtering

Drugs

27 Citations (Scopus)

Node Immunization on Large Graphs: Theory and Algorithms

Chen, C., Tong, H., Prakash, B. A., Tsourakakis, C. E., Eliassi-Rad, T., Faloutsos, C. & Chau, D. H., Jan 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 1, p. 113-126 14 p., 7181715.

Research output: Contribution to journal › Article

Immunization

Graph theory

Immunology

Computer viruses

Public health

18 Citations (Scopus)

Online Travel Mode Identification Using Smartphones With Battery Saving Considerations

Su, X., Caceres, H., Tong, H. & He, Q., Mar 7 2016, (Accepted/In press) In : IEEE Transactions on Intelligent Transportation Systems.

Research output: Contribution to journal › Article

Smartphones

Global positioning system

Subway cars

Sensors

Mobile phones

20 Citations (Scopus)

Spatial-temporal traffic flow pattern identification and anomaly detection with dictionary-based compression theory in a large-scale urban network

Zhang, Z., He, Q., Tong, H., Gou, J. & Li, X., Oct 1 2016, In : Transportation Research Part C: Emerging Technologies. 71, p. 284-302 19 p.

Research output: Contribution to journal › Article

Glossaries

dictionary

Flow patterns

traffic

Subway stations

2015

24 Citations (Scopus)

Detecting high-quality posts in community question answering sites

Yao, Y., Tong, H., Xie, T., Akoglu, L., Xu, F. & Lu, J., May 1 2015, In : Information Sciences. 302, p. 70-82 13 p.

Research output: Contribution to journal › Article

Question Answering

Feedback

Voting

Scalability

Positive Feedback

308 Citations (Scopus)

Graph based anomaly detection and description: A survey

Akoglu, L., Tong, H. & Koutra, D., Apr 10 2015, In : Data Mining and Knowledge Discovery. 29, 3, p. 626-688 63 p.

Research output: Contribution to journal › Article

Law enforcement

Finance

Health care

Scalability

15 Citations (Scopus)

Robust bilinear factorization with missing and grossly corrupted observations

Shang, F., Liu, Y., Tong, H., Cheng, J. & Cheng, H., Jun 20 2015, In : Information Sciences. 307, p. 53-72 20 p.

Research output: Contribution to journal › Article

Factorization

Pursuit

Principal Components

Matrix Completion

Low-rank Matrices

20 Citations (Scopus)

VEGAS: Visual influEnce GrAph Summarization on Citation Networks

Shi, L., Tong, H., Tang, J. & Lin, C., Dec 1 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 12, p. 3417-3431 15 p., 7152908.

Research output: Contribution to journal › Article

Pipelines

Decomposition

Data mining

Experiments

2014

164 Citations (Scopus)

Activity recognition with smartphone sensors

Su, X., Tong, H. & Ji, P., 2014, In : Tsinghua Science and Technology. 19, 3, p. 235-249 15 p., 6838194.

Research output: Contribution to journal › Article

Smartphones

Sensors

Biometrics

Data mining

Navigation

4 Citations (Scopus)

Multi-aspect + Transitivity + Bias: An integral trust inference model

Yao, Y., Tong, H., Yan, X., Xu, F. & Lu, J., 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 7, p. 1706-1719 14 p., 6585254.

Research output: Contribution to journal › Article

Scalability

2013

12 Citations (Scopus)

Large graph analysis in the GMine system

Rodrigues, J. F., Tong, H., Pan, J. Y., Traina, A. J. M., Traina, C. & Faloutsos, C., 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 1, p. 106-118 13 p., 6025354.

Research output: Contribution to journal › Article

Processing

Large scale network analysis workshop chairs' welcome message (lsna 2013)

He, Q., Tian, Y., Tong, H., McPherson, J., Konopnicki, D., Sun, J. & Appel, A. P., 2013, In : Unknown Journal. p. 485 1 p.

Research output: Contribution to journal › Article

Electric network analysis

1 Citation (Scopus)

Pairwise trust inference by subgraph extraction

Yao, Y., Tong, H., Xu, F. & Lu, J., Jan 1 2013, In : Social Network Analysis and Mining. 3, 4, p. 953-968 16 p.

Research output: Contribution to journal › Article

trustworthiness

induction

Mobile ad hoc networks

Evolutionary algorithms

Scalability

1 Citation (Scopus)

SelfTrust: Leveraging self-assessment for trust inference in Internetware

Yao, Y., Xu, F., Ren, Y. L., Tong, H. & Lü, J., Oct 2013, In : Science China Information Sciences. 56, 10, p. 1-14 14 p.

Research output: Contribution to journal › Article

Software engineering

Social sciences

Learning systems

Internet

14 Citations (Scopus)

Semi-supervised learning with nuclear norm regularization

Shang, F., Jiao, L. C., Liu, Y. & Tong, H., Aug 2013, In : Pattern Recognition. 46, 8, p. 2323-2336 14 p.

Research output: Contribution to journal › Article

Supervised learning

2012

3 Citations (Scopus)

An effective framework for characterizing rare categories

He, J., Tong, H. & Carbonell, J., Apr 2012, In : Frontiers of Computer Science in China. 6, 2, p. 154-165 12 p.

Research output: Contribution to journal › Article

Transactions

Subgradient Method

Convex optimization

Banking

Skewness

6 Citations (Scopus)

Gateway finder in large graphs: Problem definitions and fast solutions

Tong, H., Papadimitriou, S., Faloutsos, C., Yu, P. S. & Eliassi-Rad, T., Jun 2012, In : Information Retrieval. 15, 3-4, p. 391-411 21 p.

Research output: Contribution to journal › Article

scenario

human being

small group

social network

efficiency

34 Citations (Scopus)

Gbase: An efficient analysis platform for large graphs

Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., Oct 2012, In : VLDB Journal. 21, 5, p. 637-650 14 p.

Research output: Contribution to journal › Article

Recommender systems

Internet

Proteins

Experiments

1 Citation (Scopus)

Guest editorial: Special issue on data mining technologies for computational social science

Wang, F., Tong, H., Yu, P. & Aggarwal, C., Nov 2012, In : Data Mining and Knowledge Discovery. 25, 3, p. 415-419 5 p.

Research output: Contribution to journal › Article

Social sciences

Data mining

4 Citations (Scopus)

Non-negative residual matrix factorization: Problem definition, fast solutions, and applications

Tong, H. & Lin, C. Y., Feb 2012, In : Statistical Analysis and Data Mining. 5, 1, p. 3-15 13 p.

Research output: Contribution to journal › Article

Matrix Factorization

Factorization

Non-negative

Graph in graph theory

Community Detection

40 Citations (Scopus)

Social network analysis in enterprise

Lin, C. Y., Wu, L., Wen, Z., Tong, H., Griffiths-Fisher, V., Shi, L. & Lubensky, D., 2012, In : Proceedings of the IEEE. 100, 9, p. 2759-2776 18 p., 6249715.

Research output: Contribution to journal › Article

Electric network analysis

Industry

Social sciences

Websites

Visualization

2011

Preface

Aggarwal, C., Eliassi-Rad, T., Yu, P. S., Tong, H., Wang, F., Cheng, H., Akoglu, L., Chi, Y., Daly, E., Davidson, I., Gallagher, B. J., Getoor, L., Gurevich, M., He, J., Jaimes, A., Kang, U., Lerman, K., Li, L., Lu, H., Luo, D. & 7 others, Papadimitriou, S., Prakash, B. A., Shaw, Y., Sindhwani, V., Yao, Y., Wang, D. & Zhu, H., 2011, In : Unknown Journal. 6137541.

Research output: Contribution to journal › Article

2008

190 Citations (Scopus)