Hanghang Tong

Asst Professor

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

2011
51 Citations (Scopus)

Diversified ranking on large graphs: An optimization viewpoint

Tong, H., He, J., Wen, Z., Konuru, R. & Lin, C. Y., 2011, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1028-1036 9 p.

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

30 Citations (Scopus)

Epidemic spread in mobile ad hoc networks: Determining the tipping point

Valler, N. C., Prakash, B. A., Tong, H., Faloutsos, M. & Faloutsos, C., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 6640 LNCS. p. 266-280 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6640 LNCS, no. PART 1).

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

Mobility Model
Mobile ad hoc networks
Mobile Ad Hoc Networks
Mobile Devices
Proximity
69 Citations (Scopus)

GBASE: A Scalable and general graph management system

Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., 2011, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1091-1099 9 p.

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

Recommender systems
Internet
Proteins
Experiments
83 Citations (Scopus)

Information spreading in context

Wang, D., Wen, Z., Tong, H., Lin, C. Y., Song, C. & Barabási, A. L., 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 735-744 10 p.

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

Stochastic models
Communication
Sensors
95 Citations (Scopus)

It's who you know: Graph mining using recursive structural features

Henderson, K., Gallagher, B., Li, L., Akoglu, L., Eliassi-Rad, T., Tong, H. & Faloutsos, C., 2011, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 663-671 9 p.

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

Feature extraction
Information use
Labels
Availability
Experiments
47 Citations (Scopus)

Non-negative residual matrix factorization with application to graph anomaly detection

Tong, H. & Lin, C. Y., 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 143-153 11 p.

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

Factorization

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

40 Citations (Scopus)

Recommending people in developers' collaboration network

Surian, D., Liu, N., Lo, D., Tong, H., Lim, E. P. & Faloutsos, C., 2011, Proceedings - Working Conference on Reverse Engineering, WCRE. p. 379-388 10 p. 6079864

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

Computer programming languages
Software engineering
Experiments
Open source software
9 Citations (Scopus)

Towards evolutionary nonnegative matrix factorization

Wang, F., Tong, H. & Lin, C. Y., 2011, Proceedings of the National Conference on Artificial Intelligence. Vol. 1. p. 501-506 6 p.

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

Factorization
Computational efficiency
Artificial intelligence
Experiments
2010
4 Citations (Scopus)

BASSET: Scalable gateway finder in large graphs

Tong, H., Papadimitriou, S., Faloutsos, C., Yu, P. S. & Eliassi-Rad, T., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 6119 LNAI. p. 449-463 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6119 LNAI, no. PART 2).

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

Gateway
Person
Graph in graph theory
Experiments
Target
33 Citations (Scopus)

Metric forensics: A multi-level approach for mining volatile graphs

Henderson, K., Eliassi-Rad, T., Faloutsos, C., Akoglu, L., Li, L., Maruhashi, K., Prakash, B. A. & Tong, H., 2010, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 163-172 10 p.

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

Proximity sensors
Stars
Scalability
Internet
Communication
76 Citations (Scopus)

On the vulnerability of large graphs

Tong, H., Prakash, B. A., Tsourakakis, C., Eliassi-Rad, T., Faloutsos, C. & Chau, D. H., 2010, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 1091-1096 6 p. 5694090

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

Immunology
Computer viruses
Computer networks
Experiments
1 Citation (Scopus)

Proximity tracking on dynamic bipartite graphs: Problem definitions and fast solutions

Tong, H., Papadimitriou, S., Yu, P. S. & Faloutsos, C., 2010, Link Mining: Models, Algorithms, and Applications. Springer New York, p. 211-236 26 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social Support
Weights and Measures
Datasets
23 Citations (Scopus)

Rare category characterization

He, J., Tong, H. & Carbonell, J., 2010, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 226-235 10 p. 5693976

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

Convex optimization
67 Citations (Scopus)

Virus propagation on time-varying networks: Theory and immunization algorithms

Prakash, B. A., Tong, H., Valler, N., Faloutsos, M. & Faloutsos, C., 2010, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 3 ed. Vol. 6323 LNAI. p. 99-114 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6323 LNAI, no. PART 3).

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

Time varying networks
Immunization
Circuit theory
Viruses
Virus
2009
7 Citations (Scopus)

IPoG: Fast interactive proximity querying on graphs

Tong, H., Qu, H., Jamjoom, H. & Faloutsos, C., 2009, International Conference on Information and Knowledge Management, Proceedings. p. 1673-1676 4 p.

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

Ranking
Bipartite graph
Graph
Computational complexity
Proximity
3 Citations (Scopus)

PaCK: Scalable parameter-free clustering on K-partite graphs

He, J., Tong, H., Papadimitriou, S., Eliassi-Rad, T., Faloutsos, C. & Carbonell, J., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics. Vol. 3. p. 1278-1287 10 p.

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

Tensors
Tuning
Clustering
Graph in graph theory
Number of Clusters
76 Citations (Scopus)

Tangent: A novel, "Surprise-me", recommendation algorithm

Onuma, K., Tong, H. & Faloutsos, C., 2009, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 657-665 9 p.

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

Recommender systems
Experiments
2008
78 Citations (Scopus)

Colibri: Fast mining of large static and dynamic graphs

Tong, H., Papadimitriou, S., Sun, J., Yu, P. S. & Faloutsos, C., 2008, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 686-694 9 p.

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

Singular value decomposition
Sampling
Decomposition
10 Citations (Scopus)

Fast Mining of Complex Time-Stamped Events

Tong, H., Sakurai, Y., Tina, E. R. & Faloutsos, C., 2008, International Conference on Information and Knowledge Management, Proceedings. p. 759-767 9 p.

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

Anomaly
Graph
Key words
Multiresolution analysis
Agenda
28 Citations (Scopus)

GRAPHITE: A visual query system for large graphs

Chau, D. H., Faloutsos, C., Tong, H., Hong, J. I., Gallagher, B. & Eliassi-Rad, T., 2008, Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008. p. 963-966 4 p. 4734028

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

Graphite
Stars
Scalability
Managers
6 Citations (Scopus)

Measuring proximity on graphs with side information

Tong, H., Qu, H. & Jamjoom, H., 2008, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 598-607 10 p. 4781155

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

Computational complexity
Feedback
55 Citations (Scopus)

Proximity tracking on time-evolving bipartite graphs

Tong, H., Papadimitriout, S., Yu, P. S. & Faloutsos, C., 2008, Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130. Vol. 2. p. 704-715 12 p.

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

Collaborative filtering
Bipartite Graph
Proximity
Vertex of a graph
Experiments
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
108 Citations (Scopus)

Using ghost edges for classification in sparsely labeled networks

Gallagher, B., Tong, H., Eliassi-Rad, T. & Faloutsos, C., 2008, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 256-264 9 p.

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

Labels
Supervised learning
Classifiers
Testing
Experiments
2007
137 Citations (Scopus)

Fast best-effort pattern matching in large attributed graphs

Tong, H., Faloutsos, C., Gallagher, B. & Eliassi-Rad, T., 2007, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 737-746 10 p.

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

Pattern matching
Scalability
Stars
Managers
Polynomials
56 Citations (Scopus)

Fast direction-aware proximity for graph mining

Tong, H., Faloutsos, C. & Koren, Y., 2007, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 747-756 10 p.

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

Directed graphs
Computational efficiency
2006
177 Citations (Scopus)

Center-piece subgraphs: Problem definition and fast solutions

Tong, H. & Faloutsos, C., 2006, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Vol. 2006. p. 404-413 10 p.

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

Proteins
Law enforcement
Marketing
Clocks
Genes
489 Citations (Scopus)

Fast random walk with restart and its applications

Tong, H., Faloutsos, C. & Pan, J. Y., 2006, Proceedings - IEEE International Conference on Data Mining, ICDM. p. 613-622 10 p. 4053087

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

Costs
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
2005
2 Citations (Scopus)

Anomaly internet network traffic detection by kernel principle component classifier

Tong, H., Li, C., He, J., Chen, J., Tran, Q. A., Duan, H. & Li, X., 2005, Lecture Notes in Computer Science. Wang, J., Liao, X. & Yi, Z. (eds.). III ed. Vol. 3498. p. 476-481 6 p.

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

Network security
Computer networks
Classifiers
Internet
Processing

A novel boosting-based anomaly detection scheme

Tong, H., Li, C. R., He, J., Tran, Q. A., Duan, H. X. & Li, X., 2005, 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005. p. 3199-3203 5 p.

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

Network security
Computer networks
2 Citations (Scopus)

A unified optimization based learning method for image retrieval

Tong, H., He, J., Li, M., Ma, W. Y., Zhang, C. & Zhang, H. J., 2005, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Schmid, C., Soatto, S. & Tomasi, C. (eds.). Vol. 2. p. 230-235 6 p.

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

Image retrieval
Global optimization
Semantics
Feedback
5 Citations (Scopus)

Boosting web image search by co-ranking

He, J., Zhang, C., Zhao, N. & Tong, H., 2005, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. II. 1415428

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

ranking
Search engines
World Wide Web
Support vector machines
acceleration (physics)
81 Citations (Scopus)

Graph based multi-modality learning

Tong, H., He, J., Li, M., Zhang, C. & Ma, W. Y., 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 862-871 10 p.

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

Fusion reactions
Unsupervised learning
Supervised learning
2 Citations (Scopus)

Internet traffic prediction by W-Boost: Classification and regression

Tong, H., Li, C., He, J. & Chen, Y., 2005, Lecture Notes in Computer Science. Wang, J., Liao, X. & Yi, Z. (eds.). III ed. Vol. 3498. p. 397-402 6 p.

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

Internet
33 Citations (Scopus)

Learning no-reference quality metric by examples

Tong, H., Li, M., Zhang, H. J., Zhang, C., He, J. & Ma, W. Y., 2005, Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005. p. 247-254 8 p. 1385998

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

Image quality
Classifiers
Metric
Image Quality Assessment
Classifier
7 Citations (Scopus)

Multiple random walk and its application in content-based image retrieval

He, J., Tong, H., Li, M., Wei-Ying, M. & Zhang, C., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, Inc, p. 151-158 8 p.

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

Image retrieval
Experiments
2004
6 Citations (Scopus)
Internet Traffic
Boosting
Internet
Traffic
Network Traffic
4 Citations (Scopus)
Databases
Symmetry
Pattern Analysis
Optimization
Image Database
169 Citations (Scopus)

Blur detection for digital images using wavelet transform

Tong, H., Li, M., Zhang, H. & Zhang, C., 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). Vol. 1. p. 17-20 4 p.

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

Digital cameras
Wavelet transforms
Image quality
12 Citations (Scopus)

Boosting feed-forward neural network for internet traffic prediction

Tong, H., Li, C. R. & He, J., 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. Vol. 5. p. 3129-3134 6 p.

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

Feedforward neural networks
Internet
58 Citations (Scopus)
Image Classification
Feature Selection
Classifiers
Image classification
Classifier
278 Citations (Scopus)

Manifold-ranking based image retrieval

He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., 2004, ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia. p. 9-16 8 p.

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

Image retrieval
Feedback
Labels
31 Citations (Scopus)

Mean version space: A new active learning method for content-based image retrieval

He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., 2004, MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. p. 15-22 8 p.

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

Image retrieval
Feedback
Labeling
Support vector machines
Semantics
31 Citations (Scopus)

No-reference quality assessment for JPEG2000 compressed images

Tong, H., Li, M., Zhang, H. J. & Zhang, C., 2004, Proceedings - International Conference on Image Processing, ICIP. Vol. 2. p. 3539-3542 4 p.

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

Principal component analysis
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