Hanghang Tong

Asst Professor

  • 4811 Citations
  • 33 h-Index
20042022
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Research Output 2004 2019

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Article
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 journalArticle

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 journalArticle

Collaborative filtering
Feedback
Recommender systems
Stars
1 Citation (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 journalArticle

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 journalArticle

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 journalArticle

Scalability
Visualization
2017
16 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 journalArticle

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 journalArticle

Collaborative filtering
Critical infrastructures
Complex networks
Biological systems
Data mining
5 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 journalArticle

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 journalArticle

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 journalArticle

Dynamic Graphs
Eigenfunctions
Viruses
Virus
Infection
10 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 journalArticle

Recommender systems
Collaborative filtering
Factorization
Websites
Calibration
3 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 journalArticle

6 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 journalArticle

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 journalArticle

Application programs
Rating
Prediction
Mobile devices
Agglomeration
2016
13 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 journalArticle

Prioritization
Network Model
Genes
Tissue
Gene
11 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 journalArticle

Viruses
Information dissemination
16 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 journalArticle

Drug Repositioning
Target Identification
Collaborative filtering
Collaborative Filtering
Drugs
24 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 journalArticle

Immunization
Graph theory
Immunology
Computer viruses
Public health
16 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 journalArticle

Smartphones
Global positioning system
Subway cars
Sensors
Mobile phones
20 Citations (Scopus)
Glossaries
dictionary
Flow patterns
traffic
Subway stations
2015
23 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 journalArticle

Question Answering
Feedback
Voting
Scalability
Positive Feedback
275 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 journalArticle

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 journalArticle

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 journalArticle

Pipelines
Decomposition
Data mining
Experiments
2014
155 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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

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 journalArticle

Software engineering
Social sciences
Learning systems
Internet
13 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 journalArticle

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 journalArticle

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 journalArticle

scenario
human being
small group
social network
efficiency
33 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 journalArticle

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 journalArticle

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 journalArticle

Matrix Factorization
Factorization
Non-negative
Graph in graph theory
Community Detection
39 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 journalArticle

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 journalArticle

2008
187 Citations (Scopus)

Random walk with restart: Fast solutions and applications

Tong, H., Faloutsos, C. & Pan, J. Y., Mar 2008, In : Knowledge and Information Systems. 14, 3, p. 327-346 20 p.

Research output: Contribution to journalArticle

Costs
2006
107 Citations (Scopus)

Generalized manifold-ranking-based image retrieval

He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., Oct 2006, In : IEEE Transactions on Image Processing. 15, 10, p. 3170-3177 8 p.

Research output: Contribution to journalArticle

Image retrieval
Image Retrieval
Ranking
Query
Relevance Feedback
30 Citations (Scopus)

Manifold-ranking-based keyword propagation for image retrieval

Tong, H., He, J., Li, M., Ma, W. Y., Zhang, H. J. & Zhang, C., 2006, In : Eurasip Journal on Applied Signal Processing. 2006, p. 1-10 10 p.

Research output: Contribution to journalArticle

Image retrieval
Feedback
Classifiers
Experiments
2004
6 Citations (Scopus)
Internet Traffic
Boosting
Internet
Traffic
Network Traffic
4 Citations (Scopus)
Databases
Symmetry
Pattern Analysis
Optimization
Image Database
58 Citations (Scopus)
Image Classification
Feature Selection
Classifiers
Image classification
Classifier
8 Citations (Scopus)
Pseudo-relevance Feedback
Image retrieval
Image Retrieval
Search engines
Iterative methods
1 Citation (Scopus)

Reference point based near insertion approach and two-stage approach for TSP

Wang, L., Tong, H. & Zheng, D. Z., Jul 2004, In : Kongzhi yu Juece/Control and Decision. 19, 7

Research output: Contribution to journalArticle

Traveling salesman problem
Reference Point
Travelling salesman problems
Simulated annealing
Insertion