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Research Output 2004 2019

2015

Robust network construction against intentional attacks

Wang, H., Cui, W., Xiao, Y. & Tong, H., Mar 30 2015, 2015 International Conference on Big Data and Smart Computing, BIGCOMP 2015. Institute of Electrical and Electronics Engineers Inc., p. 279-286 8 p. 7072813

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

Complex networks
1 Citation (Scopus)

Supervised link prediction using random walks

Liu, Y., Tong, H., Xie, L. & Tang, Y., 2015, Communications in Computer and Information Science. Springer Verlag, Vol. 568. p. 107-118 12 p. (Communications in Computer and Information Science; vol. 568).

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

Genes
Heterogeneous networks
Supervised learning
Electric network analysis
Classifiers
14 Citations (Scopus)

The child is father of the man: Foresee the success at the early stage

Li, L. & Tong, H., Aug 10 2015, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 655-664 10 p.

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

Supervised learning
Data mining

Towards topic following in heterogeneous information networks

Yang, D., Xiao, Y., Tong, H., Cui, W. & Wang, W., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Association for Computing Machinery, Inc, p. 363-366 4 p.

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

19 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

1st workshop on diffusion networks and cascade analytics

Cui, P., Wang, F., Tong, H. & Rodriguez, M. G., 2014, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 689-690 2 p.

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

Computer science
Macros
Availability
2 Citations (Scopus)

Accelerometer-based activity recognition on smartphone

Su, X., Tong, H. & Ji, P., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2021-2023 3 p.

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

Smartphones
Accelerometers
Application programs
Feedback
Sensors
154 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
7 Citations (Scopus)

Big data classification

Tong, H., Jan 1 2014, Data Classification: Algorithms and Applications. CRC Press, p. 275-285 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social sciences
Astronomy
Education
Economics
Big data
29 Citations (Scopus)

Dual-regularized one-class collaborative filtering

Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 759-768 10 p.

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

Collaborative filtering
Stars
Scalability
Feedback
12 Citations (Scopus)

Factor matrix trace norm minimization for low-rank tensor completion

Liu, Y., Shang, F., Cheng, H., Cheng, J. & Tong, H., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Society for Industrial and Applied Mathematics Publications, Vol. 2. p. 866-874 9 p.

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

Tensors
Singular value decomposition
Costs
17 Citations (Scopus)

Hierarchical focus+context heterogeneous network visualization

Shi, L., Liao, Q., Tong, H., Hu, Y., Zhao, Y. & Lin, C., 2014, IEEE Pacific Visualization Symposium. IEEE Computer Society, p. 89-96 8 p. 6787141

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

Heterogeneous networks
Agglomeration
Visualization
Topology
Set theory
23 Citations (Scopus)

Inside the atoms: Ranking on a network of networks

Ni, J., Tong, H., Fan, W. & Zhang, X., 2014, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1356-1365 10 p.

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

Data structures
Atoms
Genes
Tissue
Proteins
5 Citations (Scopus)

Joint voting prediction for questions and answers in CQA

Yao, Y., Tong, H., Xie, T., Akoglu, L., Xu, F. & Lu, J., Oct 10 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Institute of Electrical and Electronics Engineers Inc., p. 340-343 4 p. 6921607

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

27 Citations (Scopus)

Make it or break it: Manipulating robustness in large networks

Chan, H., Akoglu, L. & Tong, H., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Society for Industrial and Applied Mathematics Publications, Vol. 1. p. 325-333 9 p.

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

Scalability
Experiments
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
9 Citations (Scopus)

Predicting long-term impact of CQA posts: A comprehensive viewpoint

Yao, Y., Tong, H., Xu, F. & Lu, J., 2014, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1496-1505 10 p.

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

17 Citations (Scopus)

User churn in focused question answering sites: Characterizations and prediction

Pudipeddi, J., Akoglu, L. & Tong, H., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 469-474 6 p.

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

3 Citations (Scopus)

WiiCluster: A platform for wikipedia infobox generation

Zhang, K., Xiao, Y., Tong, H., Wang, H. & Wang, W., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2033-2035 3 p.

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

Labels
Labeling
Learning systems
Scalability
Costs
2013
30 Citations (Scopus)

Big-Align: Fast bipartite graph alignment

Koutra, D., Tong, H. & Lubensky, D., 2013, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 389-398 10 p. 6729523

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

Bioinformatics
Electric network analysis
Pattern recognition
8 Citations (Scopus)

Demonstrating interactive multi-resolution large graph exploration

Lin, Z., Cao, N., Tong, H., Wang, F., Kang, U. & Chau, D. H. P., 2013, Proceedings - IEEE 13th International Conference on Data Mining Workshops, ICDMW 2013. IEEE Computer Society, p. 1097-1100 4 p. 6754046

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

Visualization
Laptop computers
Scalability
Servers
28 Citations (Scopus)

Fractional immunization in networks

Prakash, B. A., Adamic, L., Iwashyna, T., Tong, H. & Faloutsos, C., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Siam Society, p. 659-667 9 p.

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

Immunization
Public health
Data transfer
Set theory

Fractional immunization in networks

Prakash, B. A., Adamic, L., Iwashyna, T., Tong, H. & Faloutsos, C., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 659-667 9 p.

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

Immunization
Fractional
Infection
Vertex of a graph
Resources
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
29 Citations (Scopus)

MATRI: A multi-aspect and transitive trust inference model

Yao, Y., Tong, H., Yan, X., Xu, F. & Lu, J., 2013, WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web. p. 1467-1476 10 p.

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

Collaborative filtering
Peer to peer networks
World Wide Web
Scalability
8 Citations (Scopus)

Mining connection pathways for marked nodes in large graphs

Akoglu, L., Vreeken, J., Tong, H., Chau, D. H., Tatti, N. & Faloutsos, C., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Siam Society, p. 37-45 9 p.

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

Computational complexity

Mining connection pathways for marked nodes in large graphs

Akoglu, L., Vreeken, J., Tong, H., Chau, D. H., Tatti, N. & Faloutsos, C., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 37-45 9 p.

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

Mining
Pathway
Graph in graph theory
Vertex of a graph
Computational complexity
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
49 Citations (Scopus)

Fast and reliable anomaly detection in categorical data

Akoglu, L., Tong, H., Vreeken, J. & Faloutsos, C., 2012, ACM International Conference Proceeding Series. p. 415-424 10 p.

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

Glossaries
Finance
Health care
Costs
Experiments
37 Citations (Scopus)

Fast random walk graph kernel

Kang, U., Tong, H. & Sun, J., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 828-838 11 p.

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

Data mining
Costs
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
79 Citations (Scopus)

Gelling, and melting, large graphs by edge manipulation

Tong, H., Prakash, B. A., Eliassi-Rad, T., Faloutsos, M. & Faloutsos, C., 2012, ACM International Conference Proceeding Series. p. 245-254 10 p.

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

Epidemiology
Security of data
Viruses
Scalability
Marketing
15 Citations (Scopus)

GenDeR: A generic diversified ranking algorithm

He, J., Tong, H., Mei, Q. & Szymanski, B. K., 2012, Advances in Neural Information Processing Systems. Vol. 2. p. 1142-1150 9 p.

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

Information retrieval
Learning systems
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

Interactively and visually exploring tours of marked nodes in large graphs

Chau, D. H., Akoglu, L., Vreeken, J., Tong, H. & Faloutsos, C., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 696-698 3 p. 6425688

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

Visualization
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
9 Citations (Scopus)

Overlapping clustering with sparseness constraints

Lu, H., Hong, Y., Street, W. N., Wang, F. & Tong, H., 2012, Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012. p. 486-494 9 p. 6406479

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

Semantics
Experiments
55 Citations (Scopus)

PICS: Parameter-free identification of cohesive subgroups in large attributed graphs

Akoglu, L., Tong, H., Meeder, B. & Faloutsos, C., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 439-450 12 p.

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

Blogs
Gene expression
Clustering algorithms
Genes
Experiments
128 Citations (Scopus)

RolX: Structural role extraction & mining in large graphs

Henderson, K., Gallagher, B., Eliassi-Rad, T., Tong, H., Basu, S., Akoglu, L., Koutra, D., Faloutsos, C. & Li, L., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1231-1239 9 p.

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

Unsupervised learning
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
5 Citations (Scopus)

Subgraph extraction for trust inference in social networks

Yao, Y., Tong, H., Xu, F. & Lu, J., 2012, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. p. 163-170 8 p. 6425768

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

Scalability
16 Citations (Scopus)

SympGraph: A framework for mining clinical notes through symptom relation graphs

Sondhi, P., Sun, J., Tong, H. & Zhai, C., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1167-1175 9 p.

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

Health
9 Citations (Scopus)

TourViz: Interactive visualization of connection pathways in large graphs

Chau, D. H., Akoglu, L., Vreeken, J., Tong, H. & Faloutsos, C., 2012, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1516-1519 4 p.

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

Visualization
Experiments
1 Citation (Scopus)

Which topic will you follow?

Yang, D., Xiao, Y., Xu, B., Tong, H., Wang, W. & Huang, S., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 7524 LNAI. p. 597-612 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7524 LNAI, no. PART 2).

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

Driving Force
Social Influence
Predict
Logistic Regression Model
Multiple Regression
2011
69 Citations (Scopus)

Centralities in large networks: Algorithms and observations

Kang, U., Papadimitriou, S., Sun, J. & Tong, H., 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 119-130 12 p.

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

Scalability
Electric network analysis