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Hanghang Tong

Asst Professor

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

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Conference contribution
2019

AURORA: Auditing PageRank on Large Graphs

Kang, J., Wang, M., Cao, N., Xia, Y., Fan, W. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 713-722 10 p. 8622563. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Recommender systems
Sports
Information retrieval
Scalability

Local Partition in Rich Graphs

Freitas, S., Cao, N., Xia, Y., Chau, D. H. P. & Tong, H., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1001-1008 8 p. 8622227. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Multilevel network alignment

Zhang, S., Maciejewski, R., Tong, H. & Eliassi-Rad, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2344-2354 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Electric network analysis
Data mining
Computational complexity
Interpolation
6 Citations (Scopus)

NEMO: Next career move prediction with contextual embedding

Li, L., Yang, J., Jing, H., He, Q., Tong, H. & Chen, B. C., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 505-513 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Personnel
Industry
Macros
Experiments

Realtime Robustification of Interdependent Networks under Cascading Attacks

Chen, Z., Tong, H. & Ying, L., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1347-1356 10 p. 8622022. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Critical infrastructures
Large scale systems
Computational complexity
Internet
12 Citations (Scopus)

Shifu: Deep learning based advisor-advisee relationship mining in scholarly big data

Wang, W., Liu, J., Xia, F., King, I. & Tong, H., Jan 1 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 303-310 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Stars
Learning systems
Experiments
Big data
Deep learning

Spiral of silence in recommender systems

Liu, D., Lin, C., Xiao, Y., Zhang, Z. & Tong, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 222-230 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Recommender systems

Task-adversarial co-generative nets

Yang, P., Tong, H., Tan, Q. & He, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1596-1604 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Labels
Classifiers
2018

Bug Localization via Supervised Topic Modeling

Wang, Y., Yao, Y., Tong, H., Huo, X., Li, M., Xu, F. & Lu, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 607-616 10 p. 8594885. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Semantics
Computer software maintenance
Information retrieval
Software engineering
Personnel

Extra: Explaining team recommendation in networks

Zhou, Q., Li, L., Cao, N., Buchler, N. & Tong, H., Sep 27 2018, RecSys 2018 - 12th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 492-493 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lenses
1 Citation (Scopus)

FASTEN: Fast sylvester equation solver for graph mining

Du, B. & Tong, H., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1339-1347 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Conjugate gradient method
Linear systems
Computational complexity
Decomposition
1 Citation (Scopus)

Graph convolutional networks: algorithms, applications and open challenges

Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Jan 1 2018, Computational Data and Social Networks - 7th International Conference, CSoNet 2018, Proceedings. Thai, M. T., Chen, X., Li, W. W. & Sen, A. (eds.). Springer Verlag, p. 79-91 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11280 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Network Algorithms
Graph in graph theory
Taxonomies
Bioinformatics
Convolution

Network connectivity optimization: Fundamental limits and effective algorithms

Chen, C., Ying, L., Peng, R. & Tong, H., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1167-1176 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Computational efficiency
Immunization
Critical infrastructures
Bioinformatics
Data mining

Network science of teams: Characterization, prediction, and optimization

Li, L. & Tong, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 783-784 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Personalized travel mode detection with smartphone sensors

Su, X., Yao, Y., He, Q., Lu, J. & Tong, H., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1341-1348 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Smartphones
Classifiers
Railroad cars
Planning
Sensor

Team expansion in collaborative environments

Zhao, L., Yao, Y., Guo, G., Tong, H., Xu, F. & Lu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Springer Verlag, p. 713-725 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Collaborative Environments
Neural networks
Interaction
Experimental Evaluation
Neural Networks

Towards explainable networked prediction

Li, L., Tong, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1819-1822 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Prediction
Learning process
Learning systems
Top-down
Perturbation
2 Citations (Scopus)

X-Rank: Explainable ranking in complex multi-layered networks

Kang, J., Xia, Y., Freitas, S., Cao, N., Yu, H. & Tong, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1959-1962 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ranking
Prototype
Web-based
Network topology
End users
2017
16 Citations (Scopus)

A local algorithm for structure-preserving graph cut

Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 655-664 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Proteins
Clustering algorithms
Markov processes
Stars
Seed

Automatic navbox generation by interpretable clustering over linked entities

Xie, C., Chen, L., Liang, J., Zhang, K., Xiao, Y., Tong, H., Wang, H. & Wang, W., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 1857-1865 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Clustering
Wikipedia
Navigation
Editing
Labeling
5 Citations (Scopus)

FIRST: Fast interactive attributed subgraph matching

Du, B., Zhang, S., Cao, N. & Tong, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 1447-1456 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Finance
4 Citations (Scopus)

HiDDen: Hierarchical dense subgraph detection with application to financial fraud detection

Zhang, S., Zhou, D., Yildirim, M. Y., Alcorn, S., He, J., Davulcu, H. & Tong, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 570-578 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Quadratic programming
2 Citations (Scopus)

HoORaYs: High-order optimization of rating distance for recommender systems

Xu, J., Yao, Y., Tong, H., Tao, X. & Lu, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 525-534 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Recommender systems
Feedback
Geometry
2 Citations (Scopus)

INEAT: Incomplete network alignment

Zhang, S., Tong, H., Tang, J., Xu, J. & Fan, W., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 1189-1194 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Experiments

Inside the atoms: Mining a network of networks and beyond

Tong, H., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. IEEE Computer Society, Vol. 2017-November. 1 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Atoms
Data mining
Critical infrastructures
Bioinformatics
Sensor networks
4 Citations (Scopus)

iSphere: Focus+Context sphere visualization for interactive large graph exploration

Du, F., Cao, N., Lin, Y. R., Xu, P. & Tong, H., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 2916-2927 12 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Visualization
Experiments
2 Citations (Scopus)

Is the whole greater than the sum of its parts?

Li, L., Tong, H., Wang, Y., Shi, C., Cao, N. & Buchler, N., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 295-304 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Rapid analysis of network connectivity

Freitas, S., Tong, H., Cao, N. & Xia, Y., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 2463-2466 4 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Connectivity
Query
Node
World Wide Web
Reuse

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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

Genome-Wide Association Study
Alzheimer Disease
Genes
Phenotype
Genetic Association Studies
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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

Brain
Visualization
Data mining
Feature extraction
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 proceeding › Conference contribution

Collaborative filtering
Network layers
Biological systems
Data mining
19 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 proceeding › Conference contribution

Topology
Data mining
Experiments
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 proceeding › Conference contribution

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 proceeding › Conference 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 proceeding › Conference contribution

Genes
Unsupervised learning
Supervised learning
Electric network analysis
Prioritization
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 proceeding › Conference contribution

Critical infrastructures
Flexible structures
Network layers
Data structures
Cyber Physical System
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 proceeding › Conference 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 proceeding › Conference contribution

Experiments
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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

Query languages
Concretes
Specifications
Industry
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 proceeding › Conference 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 proceeding › Conference contribution

Singular value decomposition
Bioinformatics
Brain
Decomposition
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 proceeding › Conference 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 proceeding › Conference contribution

Viruses
Experiments