Research Output per year
Research Output 2004 2019
Graph convolutional networks: a comprehensive review
Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Dec 1 2019, In : Computational Social Networks. 6, 1, 11.Research output: Contribution to journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
Spatial-temporal traffic flow pattern identification and anomaly detection with dictionary-based compression theory in a large-scale urban network
Zhang, Z., He, Q., Tong, H., Gou, J. & Li, X., Oct 1 2016, In : Transportation Research Part C: Emerging Technologies. 71, p. 284-302 19 p.Research output: Contribution to journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
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, , 2011, In : Unknown Journal. 6137541.Research output: Contribution to journal › Article
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 journal › Article
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 journal › Article
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 journal › Article
A boosting-based framework for self-similar and non-linear internet traffic prediction
Tong, H., Li, C. & He, J., 2004, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3174, p. 931-936 6 p.Research output: Contribution to journal › Article
Automatic peak number detection in image symmetry analysis
He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., 2004, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3333, p. 111-118 8 p.Research output: Contribution to journal › Article
Classification of digital photos taken by photographers or home users
Tong, H., Li, M., Zhang, H. J., He, J. & Zhang, C., 2004, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3331, p. 198-205 8 p.Research output: Contribution to journal › Article
Pseudo relevance feedback based on iterative probabilistic one-class SVMs in web image retrieval
He, J., Li, M., Li, Z., Zhang, H. J., Tong, H. & Zhang, C., 2004, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3332, p. 213-220 8 p.Research output: Contribution to journal › Article
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, 7Research output: Contribution to journal › Article