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Hanghang Tong

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  • 2014

    Activity recognition with smartphone sensors

    Su, X., Tong, H. & Ji, P., Jun 2014, In: Tsinghua Science and Technology. 19, 3, p. 235-249 15 p., 6838194.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Big data classification

    Tong, H., Jan 1 2014, Data Classification: Algorithms and Applications. Aggarwal, C. C. (ed.). CRC Press, p. 275-285 11 p.

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

  • Dual-regularized one-class collaborative filtering

    Yao, Y., Tong, H., Yan, G., Xu, F., Zhang, X., Szymanski, B. K. & Lu, J., Nov 3 2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 759-768 10 p. (CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management).

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

    Open Access

  • Factor matrix trace norm minimization for low-rank tensor completion

    Liu, Y., Shang, F., Cheng, H., Cheng, J. & Tong, H., 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M., Obradovic, Z., Ning-Tan, P., Banerjee, A., Kamath, C. & Parthasarathy, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 866-874 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 2).

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

    Open Access

  • Flow-Based Influence Graph Visual Summarization

    Shi, L., Tong, H., Tang, J. & Lin, C., Jan 1 2014, Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. Institute of Electrical and Electronics Engineers Inc., p. 983-988 6 p. 7023434. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2015-January, no. January).

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

    Open Access

  • Hierarchical focus+context heterogeneous network visualization

    Shi, L., Liao, Q., Tong, H., Hu, Y., Zhao, Y. & Lin, C., 2014, Proceedings - 2014 IEEE Pacific Visualization Symposium, PacificVis 2014. IEEE Computer Society, p. 89-96 8 p. 6787141. (IEEE Pacific Visualization Symposium).

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

  • Inside the atoms: Ranking on a network of networks

    Ni, J., Tong, H., Fan, W. & Zhang, X., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1356-1365 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Joint voting prediction for questions and answers in CQA

    Yao, Y., Tong, H., Xie, T., Akoglu, L., Xu, F. & Lu, J., Oct 10 2014, ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Wu, X., Wu, X., Ester, M. & Xu, G. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 340-343 4 p. 6921607. (ASONAM 2014 - Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining).

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

  • MAGE: Matching approximate patterns in richly-attributed graphs

    Pienta, R., Tamersoy, A., Tong, H. & Chau, D. H., 2014, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Lin, J., Pei, J., Hu, X. T., Chang, W., Nambiar, R., Aggarwal, C., Cercone, N., Honavar, V., Huan, J., Mobasher, B. & Pyne, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 585-590 6 p. 7004278. (Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014).

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

    Open Access

  • Make it or break it: Manipulating robustness in large networks

    Chan, H., Akoglu, L. & Tong, H., 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 proceeding › Conference 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 journal › Article › peer-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 proceeding › Conference 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, 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 proceeding › Conference 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, 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 proceeding › Conference 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 journal › Conference article › peer-review

  • Demonstrating interactive multi-resolution large graph exploration

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

    Research output: Contribution to conference › Paper › peer-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 proceeding › Conference 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 journal › Article › peer-review

    Open Access

  • 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. p. 485 1 p.

    Research output: Contribution to journal › Editorial › peer-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 proceeding › Conference 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 under Royal Patronage, p. 37-45 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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 journal › Article › peer-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 journal › Article › peer-review

  • 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 › peer-review

  • 2012

    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 › peer-review

  • Fast and reliable anomaly detection in categorical data

    Akoglu, L., Tong, H., Vreeken, J. & Faloutsos, C., 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 proceeding › Conference contribution

  • Fast random walk graph kernel

    Kang, U., Tong, H. & Sun, J., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 828-838 11 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

    Open Access

  • 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 › peer-review

  • 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 › peer-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 proceeding › Conference contribution

    Open Access

  • GenDeR: A generic diversified ranking algorithm

    He, J., Tong, H., Mei, Q. & Szymanski, B. K., 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 proceeding › Conference 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 journal › Article › peer-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., 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 proceeding › Conference contribution

  • 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 › peer-review

  • Overlapping clustering with sparseness constraints

    Lu, H., Hong, Y., Street, W. N., Wang, F. & Tong, H., 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference contribution

  • 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., 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 proceeding › Conference 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 journal › Article › peer-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 proceeding › Conference contribution

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

    Sondhi, P., Sun, J., Tong, H. & Zhai, C., 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 proceeding › Conference contribution

  • TourViz: Interactive visualization of connection pathways in large graphs

    Chau, D. H., Akoglu, L., Vreeken, J., Tong, H. & Faloutsos, C., 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access
  • 2011

    Centralities in large networks: Algorithms and observations

    Kang, U., Papadimitriou, S., Sun, J. & Tong, H., 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 proceeding › Conference contribution

    Open Access

  • Diversified ranking on large graphs: An optimization viewpoint

    Tong, H., He, J., Wen, Z., Konuru, R. & Lin, C. Y., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • GBASE: A Scalable and general graph management system

    Kang, U., Tong, H., Sun, J., Lin, C. Y. & Faloutsos, C., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, 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 proceeding › Conference contribution

  • Information spreading in context

    Wang, D., Wen, Z., Tong, H., Lin, C. Y., Song, C. & Barabási, A. L., 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 proceeding › Conference 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., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • Preface

    Aggarwal, C., Eliassi-Rad, T., Allen, G. D., 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., 2011, In: Proceedings - IEEE International Conference on Data Mining, ICDM. p. xxix-xxx 6137541.

    Research output: Contribution to journal › Editorial › peer-review