Hanghang Tong

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  • 2012

    Fast and reliable anomaly detection in categorical data

    Akoglu, L., Tong, H., Vreeken, J. & Faloutsos, C., Dec 19 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 415-424 10 p. (ACM International Conference Proceeding Series).

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

  • Fast random walk graph kernel

    Kang, U., Tong, H. & Sun, J., Dec 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 828-838 11 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

  • Gelling, and melting, large graphs by edge manipulation

    Tong, H., Prakash, B. A., Eliassi-Rad, T., Faloutsos, M. & Faloutsos, C., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 245-254 10 p. (ACM International Conference Proceeding Series).

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

  • GenDeR: A generic diversified ranking algorithm

    He, J. R., Tong, H., Mei, Q. & Szymanski, B. K., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 1142-1150 9 p. (Advances in Neural Information Processing Systems; vol. 2).

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

  • Interactively and visually exploring tours of marked nodes in large graphs

    Chau, D. H., Akoglu, L., Vreeken, J., Tong, H. & Faloutsos, C., Dec 1 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. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

  • Overlapping clustering with sparseness constraints

    Lu, H., Hong, Y., Street, W. N., Wang, F. & Tong, H., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012. p. 486-494 9 p. 6406479. (Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012).

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

  • 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. Society for Industrial and Applied Mathematics Publications, p. 439-450 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

    Open Access
  • 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., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1231-1239 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • 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. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

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

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

    Sondhi, P., Sun, J., Tong, H. & Zhai, C., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1167-1175 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • TourViz: Interactive visualization of connection pathways in large graphs

    Chau, D. H., Akoglu, L., Vreeken, J., Tong, H. & Faloutsos, C., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1516-1519 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Which topic will you follow?

    Yang, D., Xiao, Y., Xu, B., Tong, H., Wang, W. & Huang, S., 2012, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Proceedings. PART 2 ed. 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

    Open Access
  • 2011

    Centralities in large networks: Algorithms and observations

    Kang, U., Papadimitriou, S., Sun, J. & Tong, H., Jan 1 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. Society for Industrial and Applied Mathematics Publications, p. 119-130 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

  • Diversified ranking on large graphs: An optimization viewpoint

    Tong, H., He, J., Wen, Z., Konuru, R. & Lin, C. Y., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1028-1036 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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

    Valler, N. C., Prakash, B. A., Tong, H., Faloutsos, M. & Faloutsos, C., 2011, NETWORKING 2011 - 10th International IFIP TC 6 Networking Conference, Proceedings. PART 1 ed. 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

    Open Access
  • GBASE: A Scalable and general graph management system

    Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1091-1099 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Information spreading in context

    Wang, D., Wen, Z., Tong, H., Lin, C. Y., Song, C. & Barabási, A. L., Dec 1 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 735-744 10 p. (Proceedings of the 20th International Conference on World Wide Web, WWW 2011).

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

  • 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., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 663-671 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • 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. Society for Industrial and Applied Mathematics Publications, p. 143-153 11 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

  • Recommending people in developers' collaboration network

    Surian, D., Liu, N., Lo, D., Tong, H., Lim, E. P. & Faloutsos, C., Dec 19 2011, Proceedings - 18th Working Conference on Reverse Engineering, WCRE 2011. p. 379-388 10 p. 6079864. (Proceedings - Working Conference on Reverse Engineering, WCRE).

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

  • Towards evolutionary nonnegative matrix factorization

    Wang, F., Tong, H. & Lin, C. Y., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 501-506 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

  • 2010

    BASSET: Scalable gateway finder in large graphs

    Tong, H., Papadimitriou, S., Faloutsos, C., Yu, P. S. & Eliassi-Rad, T., 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. 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

  • 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., Sep 7 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 163-172 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • On the vulnerability of large graphs

    Tong, H., Prakash, B. A., Tsourakakis, C., Eliassi-Rad, T., Faloutsos, C. & Chau, D. H., Dec 1 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1091-1096 6 p. 5694090. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Rare category characterization

    He, J. R., Tong, H. & Carbonell, J., Dec 1 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 226-235 10 p. 5693976. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

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

    Prakash, B. A., Tong, H., Valler, N., Faloutsos, M. & Faloutsos, C., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 3 ed. 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

    Open Access
  • 2009

    IPoG: Fast interactive proximity querying on graphs

    Tong, H., Qu, H., Jamjoom, H. & Faloutsos, C., Dec 1 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 1673-1676 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

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

    He, J., Tong, H., Papadimitriou, S., Eliassi-Rad, T., Faloutsos, C. & Carbonell, J., Dec 1 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1278-1287 10 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

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

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

    Onuma, K., Tong, H. & Faloutsos, C., Nov 9 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 657-665 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • 2008

    Colibri: Fast mining of large static and dynamic graphs

    Tong, H., Papadimitriou, S., Sun, J., Yu, P. S. & Faloutsos, C., Dec 1 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 686-694 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Fast Mining of Complex Time-Stamped Events

    Tong, H., Sakurai, Y., Tina, E. R. & Faloutsos, C., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 759-767 9 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • 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. (Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008).

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

  • Measuring proximity on graphs with side information

    Tong, H., Qu, H. & Jamjoom, H., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 598-607 10 p. 4781155. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • 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. Society for Industrial and Applied Mathematics Publications, p. 704-715 12 p. (Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130; vol. 2).

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

  • Using ghost edges for classification in sparsely labeled networks

    Gallagher, B., Tong, H., Eliassi-Rad, T. & Faloutsos, C., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 256-264 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • 2007

    Fast best-effort pattern matching in large attributed graphs

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

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

  • Fast direction-aware proximity for graph mining

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

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

  • 2006

    Center-piece subgraphs: Problem definition and fast solutions

    Tong, H. & Faloutsos, C., Oct 16 2006, KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 404-413 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2006).

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

  • Fast random walk with restart and its applications

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

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

  • 2005

    A novel boosting-based anomaly detection scheme

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

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

  • A unified optimization based learning method for image retrieval

    Tong, H., He, J., Li, M., Ma, W. Y., Zhang, C. & Zhang, H. J., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 230-235 6 p. 1467447. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

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

  • Boosting web image search by co-ranking

    He, J., Zhang, C., Zhao, N. & Tong, H., Dec 1 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. p. II409-II412 1415428. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

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

  • Graph based multi-modality learning

    Tong, H., He, J., Li, M., Zhang, C. & Ma, W. Y., Dec 1 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 862-871 10 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

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

  • Learning no-reference quality metric by examples

    Tong, H., Li, M., Zhang, H. J., Zhang, C., He, J. & Ma, W. Y., Dec 1 2005, Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005. p. 247-254 8 p. 1385998. (Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005).

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

  • 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. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

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

  • 2004

    Blur detection for digital images using wavelet transform

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

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

  • Boosting feed-forward neural network for internet traffic prediction

    Tong, H. H., Li, C. R. & He, J. R., Nov 2 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. p. 3129-3134 6 p. (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; vol. 5).

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

  • 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. Association for Computing Machinery (ACM), p. 9-16 8 p. (ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia).

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

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

    He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., Dec 1 2004, MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. p. 15-22 8 p. (MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval).

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