Hanghang Tong

Asst Professor

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

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 proceedingConference contribution

Recommender systems
Sports
Information retrieval
Scalability

BigNet'17 workshop chairs' welcome

Tang, J., Tong, H., Vazirgiannis, M. & Dong, Y., Jan 1 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. 1 p.

Research output: Contribution to journalEditorial

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 proceedingConference contribution

Message from the Workshop Co-Chairs

Tong, H. & Li, Z., Feb 7 2019, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2018-November, p. xxix-xxx 8637537.

Research output: Contribution to journalEditorial

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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

Labels
Classifiers
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

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 proceedingConference contribution

Semantics
Computer software maintenance
Information retrieval
Software engineering
Personnel

Conclusions

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 51-53 3 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data Capturing and Processing

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 7-16 10 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Smartphones
Sensors
Processing
Data mining

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

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 proceedingConference 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 proceedingConference contribution

Conjugate gradient method
Linear systems
Computational complexity
Decomposition

Feature Engineering

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 17-23 7 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Feature extraction
Time series
Energy efficiency
Sensors
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 proceedingConference contribution

Network Algorithms
Graph in graph theory
Taxonomies
Bioinformatics
Convolution
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

Hierarchical Model

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 25-30 6 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data mining
Energy conservation
Sensors
Subways
Gyroscopes

Introduction

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 1-6 6 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data mining
Smartphones
Data privacy
Sensors

Mobile data mining

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 1-58 58 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data mining
2 Citations (Scopus)

Multi-layered network embedding

Li, J., Chen, C., Tong, H. & Liu, H., Jan 1 2018, p. 684-692. 9 p.

Research output: Contribution to conferencePaper

Network layers
Critical infrastructures
Recommender systems
Experiments

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 proceedingConference 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 proceedingConference contribution

Online Model

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 43-50 8 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data mining

Personalized Model

Yao, Y., Su, X. & Tong, H., Jan 1 2018, SpringerBriefs in Computer Science. Springer, p. 31-41 11 p. (SpringerBriefs in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Data mining
Labels
Sensors

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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

Prediction
Learning process
Learning systems
Top-down
Perturbation
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
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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

Clustering
Wikipedia
Navigation
Editing
Labeling
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
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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

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
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 proceedingConference contribution

Connectivity
Query
Node
World Wide Web
Reuse