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Research Output 2004 2019

2017
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

Special focus on natural language processing and social computing

Tang, J., Tong, H. & Vazirgiannis, M., Nov 1 2017, In : Science China Information Sciences. 60, 11, 110100.

Research output: Contribution to journalEditorial

Processing
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

Uncovering teamwork in networks - Prediction, optimization and explanation

Li, L. & Tong, H., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. IEEE Computer Society, Vol. 2017-November. p. 1132-1133 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemical analysis
Industry
1 Citation (Scopus)

User-guided cross-domain sentiment classification

Nelakurthi, A. R., Tong, H., Maciejewski, R., Bliss, N. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 471-479 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human engineering
Monitoring
Experiments
2 Citations (Scopus)

VariFunNet, an integrated multiscale modeling framework to study the effects of rare non-coding variants in genome-wide association studies: Applied to Alzheimer's disease

Liu, Q., Chen, C., Gao, A., Tong, H. & Xie, L., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2177-2182 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genome-Wide Association Study
Alzheimer Disease
Genes
Phenotype
Genetic Association Studies
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
10 Citations (Scopus)

Visual graph query construction and refinement

Pienta, R., Hohman, F., Tamersoy, A., Endert, A., Navathe, S., Tong, H. & Chau, D. H., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1587-1590 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Demonstrations
Sampling
2016

BigNet 2016: First workshop on big network analytics

Tang, J., Cai, K., Su, Z., Tong, H., Vazirgiannis, M. & Yang, Y., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2505-2506 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Web mining
Social network analysis
Information and knowledge management
Research directions
Information retrieval
3 Citations (Scopus)

BrainQuest: Perception-guided brain network comparison

Shi, L., Tong, H. & Mu, X., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 379-388 10 p. 7373342

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain
Visualization
Data mining
Feature extraction
12 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
22 Citations (Scopus)

FASCINATE: Fast cross-layer dependency inference on multi-layered networks

Chen, C., Tong, H., Xie, L., Ying, L. & He, Q., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 765-774 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative filtering
Network layers
Biological systems
Data mining
18 Citations (Scopus)

FINAL: Fast attributed network alignment

Zhang, S. & Tong, H., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 1345-1354 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Data mining
Experiments
1 Citation (Scopus)

Guest editorial: Special issue on connected health at big data era (BigChat): A TKDD special issue

Tong, H., Wang, F., De Choudhury, M. & Obradovic, Z., May 1 2016, In : ACM Transactions on Knowledge Discovery from Data. 10, 4, 37.

Research output: Contribution to journalReview article

Health
Big data
5 Citations (Scopus)

IPath: Forecasting the pathway to impact

Li, L., Tong, H., Tang, J. & Fan, W., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 468-476 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
4 Citations (Scopus)

Mobile crowd assisted navigation for the visually impaired

Olmschenk, G., Yang, C., Zhu, Z., Tong, H. & Seiple, W. H., Jul 20 2016, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. Institute of Electrical and Electronics Engineers Inc., p. 324-327 4 p. 7518247

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Smartphones
Application programs
Websites
Low Vision
Navigation

Network based models and path based features for gene prioritization

Liu, Y., Tong, H., Lei, X. & Tang, Y., Sep 13 2016, Proceedings of the 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2016. Institute of Electrical and Electronics Engineers Inc., p. 129-132 4 p. 7565976

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genes
Unsupervised learning
Supervised learning
Electric network analysis
Prioritization
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
7 Citations (Scopus)

On the connectivity of multi-layered networks: Models, measures and optimal control

Chen, C., He, J., Bliss, N. & Tong, H., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 715-720 6 p. 7373378

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Critical infrastructures
Flexible structures
Network layers
Data structures
Cyber Physical System

Preface

Pei, J., Li, G. & Tong, H., Sep 1 2016, In : [No source information available]. 5, 1 p.

Research output: Contribution to journalEditorial

6 Citations (Scopus)

QUINT: On query-specific optimal networks

Li, L., Yao, Y., Tang, J., Fan, W. & Tong, H., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 985-994 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Epidemiology
Disasters
Computer vision
Software engineering
8 Citations (Scopus)

Robust multi-network clustering via joint cross-domain cluster alignment

Liu, R., Cheng, W., Tong, H., Wang, W. & Zhang, X., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 291-300 10 p. 7373333

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments
18 Citations (Scopus)
Glossaries
dictionary
Flow patterns
traffic
Subway stations
10 Citations (Scopus)

Tag2Word: Using tags to generate words for content based tag recommendation

Wu, Y., Yao, Y., Xu, F., Tong, H. & Lu, J., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2287-2292 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tag
Evaluation
Scalability
Collaborative filtering
3 Citations (Scopus)

TEAMOPT: Interactive team optimization in big networks

Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2485-2487 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Team performance
Replacement
Prototype
Shrinkage
Scenarios
4 Citations (Scopus)

TOPIC: Toward perfect Influence Graph Summarization

Shi, L., Sun, S., Xuan, Y., Su, Y., Tong, H., Ma, S. & Chen, Y., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1074-1085 12 p. 7498314

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eigenvalues and eigenfunctions
Computational complexity
Visualization
Summarization
Graph
10 Citations (Scopus)

VISAGE: Interactive visual graph querying

Pienta, R., Tamersoy, A., Endert, A., Navathe, S., Tong, H. & Ch, D. H., Jun 7 2016, AVI 2016 - Proceedings of the 2016 International Working Conference on Advanced Visual Interfaces. Association for Computing Machinery, Vol. 07-10-June-2016. p. 272-279 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Query languages
Concretes
Specifications
Industry

Welcome from the ASONAM 2016 program chairs

Caverlee, J., Kumar, R. & Tong, H., Nov 21 2016, In : Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. p. xxii 7752189.

Research output: Contribution to journalEditorial

2015
6 Citations (Scopus)

An integrated tag recommendation algorithm towards Weibo user profiling

Yang, D., Xiao, Y., Tong, H., Zhang, J. & Wang, W., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9049. p. 353-373 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9049).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

User Profiling
Recommendations
Tagging
Semantics
Customer Relationship Management
5 Citations (Scopus)

Cheetah: Fast graph kernel tracking on dynamic graphs

Li, L., Tong, H., Xiao, Y. & Fan, W., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 280-288 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Singular value decomposition
Bioinformatics
Brain
Decomposition
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
22 Citations (Scopus)

Facets: Fast comprehensive mining of coevolving high-order time series

Cai, Y., Tong, H., Fan, W., Ji, P. & He, Q., Aug 10 2015, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 79-88 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Intelligent buildings
Computer networks
Factorization
Tensors
12 Citations (Scopus)

Fast eigen-functions tracking on dynamic graphs

Chen, C. & Tong, H., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 559-567 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viruses
Experiments
12 Citations (Scopus)

Fast mining of a network of coevolving time series

Cai, Y., Tong, H., Fan, W. & Ji, P., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 298-306 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Time series
Monitoring
Computer networks
Factorization
Health care
25 Citations (Scopus)

Flexible and robust multi-network clustering

Ni, J., Tong, H., Fan, W. & Zhang, X., Aug 10 2015, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 835-844 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Data structures
1 Citation (Scopus)

Flow-Based Influence Graph Visual Summarization

Shi, L., Tong, H., Tang, J. & Lin, C., Jan 26 2015, Proceedings - IEEE International Conference on Data Mining, ICDM. January ed. Institute of Electrical and Electronics Engineers Inc., Vol. 2015-January. p. 983-988 6 p. 7023434

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Experiments
4 Citations (Scopus)

Full diffusion history reconstruction in networks

Chen, Z., Tong, H. & Ying, L., Dec 22 2015, Proceedings - 2015 IEEE International Conference on Big Data, IEEE Big Data 2015. Institute of Electrical and Electronics Engineers Inc., p. 707-716 10 p. 7363815

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)
Computer viruses
Network security
Patents and inventions
Costs
Malware
25 Citations (Scopus)

G-Miner: Interactive visual group mining on multivariate graphs

Cao, N., Lin, Y. R., Li, L. & Tong, H., Apr 18 2015, Conference on Human Factors in Computing Systems - Proceedings. Association for Computing Machinery, Vol. 2015-April. p. 279-288 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Miners
Electric network analysis
267 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)

Ice-Breaking: Mitigating cold-start recommendation problem by rating comparison

Xu, J., Yao, Y., Tong, H., Tao, X. & Lu, J., 2015, IJCAI International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, Vol. 2015-January. p. 3981-3987 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Ice
Collaborative filtering
Factorization
Calibration
4 Citations (Scopus)

Interactive querying over large network data: Scalability, visualization, and interaction design

Pienta, R., Tamersoy, A., Tong, H., Endert, A. & Chau, D. H., Mar 29 2015, International Conference on Intelligent User Interfaces, Proceedings IUI. Association for Computing Machinery, Vol. 29-March-2015. p. 61-64 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
Visualization
Data mining
Graphite
17 Citations (Scopus)

MAGE: Matching approximate patterns in richly-attributed graphs

Pienta, R., Tamersoy, A., Tong, H. & Chau, D. H., Jan 7 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Institute of Electrical and Electronics Engineers Inc., p. 585-590 6 p. 7004278

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
Experiments
9 Citations (Scopus)

MET: A fast algorithm for minimizing propagation in large graphs with small eigen-gaps

Le, L. T., Eliassi-Rad, T. & Tong, H., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 694-702 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Topology
Epidemiology
Viruses
Experiments
19 Citations (Scopus)

Panther: Fast top-k similarity search on large networks

Zhang, J., Tang, J., Ma, C., Tong, H., Jing, Y. & Li, J., Aug 10 2015, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 1445-1454 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Electric network analysis
22 Citations (Scopus)

Replacing the irreplaceable: Fast algorithms for team member recommendation

Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., May 18 2015, WWW 2015 - Proceedings of the 24th International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 636-646 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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