Hanghang Tong

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  • 2014

    Make it or break it: Manipulating robustness in large networks

    Chan, H., Akoglu, L. & Tong, H., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M. J., Banerjee, A., Parthasarathy, S., Ning-Tan, P., Obradovic, Z. & Kamath, C. (eds.). Society for Industrial and Applied Mathematics Publications, p. 325-333 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 1).

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

  • Multi-aspect + Transitivity + Bias: An integral trust inference model

    Yao, Y., Tong, H., Yan, X., Xu, F. & Lu, J., Jul 2014, In: IEEE Transactions on Knowledge and Data Engineering. 26, 7, p. 1706-1719 14 p., 6585254.

    Research output: Contribution to journalArticlepeer-review

  • Predicting long-term impact of CQA posts: A comprehensive viewpoint

    Yao, Y., Tong, H., Xu, F. & Lu, J., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1496-1505 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • User churn in focused question answering sites: Characterizations and prediction

    Pudipeddi, J., Akoglu, L. & Tong, H., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 469-474 6 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

  • WiiCluster: A platform for wikipedia infobox generation

    Zhang, K., Xiao, Y., Tong, H., Wang, H. & Wang, W., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 2033-2035 3 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

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

  • 2013

    Big-Align: Fast bipartite graph alignment

    Koutra, D., Tong, H. & Lubensky, D., 2013, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. 389-398 10 p., 6729523.

    Research output: Contribution to journalConference articlepeer-review

  • Demonstrating interactive multi-resolution large graph exploration

    Lin, Z., Cao, N., Tong, H., Wang, F., Kang, U. & Chau, D. H. P., Jan 1 2013, p. 1097-1100. 4 p.

    Research output: Contribution to conferencePaperpeer-review

  • Fractional immunization in networks

    Prakash, B. A., Adamic, L., Iwashyna, T., Tong, H. & Faloutsos, C., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 659-667 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

  • 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 journalArticlepeer-review

  • 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: WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web. 1 p.

    Research output: Contribution to journalEditorialpeer-review

  • MATRI: A multi-aspect and transitive trust inference model

    Yao, Y., Tong, H., Yan, X., Xu, F. & Lu, J., 2013, WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web. p. 1467-1476 10 p. (WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web).

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

  • Mining connection pathways for marked nodes in large graphs

    Akoglu, L., Vreeken, J., Tong, H., Chau, D. H., Tatti, N. & Faloutsos, C., 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 37-45 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

    Open Access
  • 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 journalArticlepeer-review

  • SelfTrust: Leveraging self-assessment for trust inference in Internetware

    Yao, Y., Xu, F., Ren, Y. L., Tong, H. H. & Lü, J., Oct 2013, In: Science China Information Sciences. 56, 10, p. 1-14 14 p.

    Research output: Contribution to journalArticlepeer-review

  • Semi-supervised learning with nuclear norm regularization

    Shang, F., Jiao, L. C., Liu, Y. & Tong, H., Aug 1 2013, In: Pattern Recognition. 46, 8, p. 2323-2336 14 p.

    Research output: Contribution to journalArticlepeer-review

  • 2012

    An effective framework for characterizing rare categories

    He, J., Tong, H. & Carbonell, J., Apr 1 2012, In: Frontiers of Computer Science in China. 6, 2, p. 154-165 12 p.

    Research output: Contribution to journalArticlepeer-review

  • 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

  • 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 journalArticlepeer-review

  • Gbase: An efficient analysis platform for large graphs

    Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., Oct 1 2012, In: VLDB Journal. 21, 5, p. 637-650 14 p.

    Research output: Contribution to journalArticlepeer-review

  • 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

  • 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 journalArticlepeer-review

    Open Access
  • 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

  • Non-negative residual matrix factorization: Problem definition, fast solutions, and applications

    Tong, H. & Lin, C. Y., Feb 1 2012, In: Statistical Analysis and Data Mining. 5, 1, p. 3-15 13 p.

    Research output: Contribution to journalArticlepeer-review

  • 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

  • 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 journalArticlepeer-review

  • 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

  • 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., Dec 1 2011, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. xxix-xxx 6137541.

    Research output: Contribution to journalEditorialpeer-review

  • 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

  • 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, Vol. 9781441965158. p. 211-236 26 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 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