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Hanghang Tong

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  • 2020

    Heterogeneous transfer learning on power systems: A merged multi-modal gaussian graphical model

    Li, H., Weng, Y. & Tong, H., Nov 2020, Proceedings - 20th IEEE International Conference on Data Mining, ICDM 2020. Plant, C., Wang, H., Cuzzocrea, A., Zaniolo, C. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1088-1093 6 p. 9338252. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2020-November).

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

  • HIT: Nested named entity recognition via head-tail pair and token interaction

    Wang, Y., Li, Y., Tong, H. & Zhu, Z., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 6027-6036 10 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

  • Incomplete Network Alignment: Problem Definitions and Fast Solutions

    Zhang, S., Tong, H., Tang, J., Xu, J. & Fan, W., Jul 9 2020, In: ACM Transactions on Knowledge Discovery from Data. 14, 4, 38.

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

    Open Access

  • Inferring Full Diffusion History from Partial Timestamps

    Chen, Z., Tong, H. & Ying, L., Jul 1 2020, In: IEEE Transactions on Knowledge and Data Engineering. 32, 7, p. 1378-1392 15 p., 8667709.

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

  • InFoRM: Individual Fairness on Graph Mining

    Kang, J., He, J., MacIejewski, R. & Tong, H., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 379-389 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    Open Access

  • NetTrans: Neural Cross-Network Transformation

    Zhang, S., Tong, H., Xia, Y., Xiong, L. & Xu, J., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 986-996 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Network Alignment: Recent Advances and Future Directions

    Zhang, S. & Tong, H., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3521-3522 2 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • OnionGraph: Hierarchical topology+attribute multivariate network visualization

    Shi, L., Liao, Q., Tong, H., Hu, Y., Wang, C., Lin, C. & Qian, W., Mar 2020, In: Visual Informatics. 4, 1, p. 43-57 15 p.

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

    Open Access

  • Ranking on Network of Heterogeneous Information Networks

    Xu, Z., Zhang, S., Xia, Y., Xiong, L. & Tong, H., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 848-857 10 p. 9378121. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

  • Trading personalization for accuracy: Data debugging in collaborative filtering

    Chen, L., Yao, Y., Xu, F., Xu, M. & Tong, H., 2020, In: Advances in Neural Information Processing Systems. 2020-December

    Research output: Contribution to journal › Conference article › peer-review

  • 2019

    A brief review of network embedding

    Wang, Y., Yao, Y., Tong, H., Xu, F. & Lu, J., Mar 2019, In: Big Data Mining and Analytics. 2, 1, p. 35-47 13 p., 8486793.

    Research output: Contribution to journal › Review article › peer-review

    Open Access

  • Adaptive feature redundancy minimization

    Zhang, R., Tong, H. & Hu, Y., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2417-2420 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access

  • ADMIRING: Adversarial multi-network mining

    Zhou, Q., Li, L., Cao, N., Ying, L. & Tong, H., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining, ICDM 2019. Wang, J., Shim, K. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1522-1527 6 p. 8970779. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2019-November).

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

  • An integral tag recommendation model for textual content

    Tang, S., Yao, Y., Zhang, S., Xu, F., Gu, T., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. American Association for Artificial Intelligence (AAAI) Press, p. 5109-5116 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

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

    Open Access

  • Attributed Network Alignment: Problem Definitions and Fast Solutions

    Zhang, S. & Tong, H., Sep 2019, In: IEEE Transactions on Knowledge and Data Engineering. 31, 9, p. 1680-1692 13 p.

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

    Open Access

  • 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 proceeding › Conference contribution

  • Commit message generation for source code changes

    Xu, S., Yao, Y., Xu, F., Gu, T., Tong, H. & Lu, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3975-3981 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

    Open Access

  • Deep multi-task learning with adversarial-and-cooperative nets

    Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4078-4084 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

    Open Access

  • Discerning edge influence for network embedding

    Wang, Y., Yao, Y., Tong, H., Xu, F. & Lu, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 429-438 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access

  • 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 15 2019, In: World Wide Web. 22, 3, p. 1099-1129 31 p.

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

  • G-Finder: Approximate Attributed Subgraph Matching

    Liu, L., Du, B., Xu, J. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 513-522 10 p. 9006525. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

  • 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 › peer-review

    Open Access

  • Hashtag recommendation for photo sharing services

    Zhang, S., Yao, Y., Xu, F., Tong, H., Yan, X. & Lu, J., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. American Association for Artificial Intelligence (AAAI) Press, p. 5805-5812 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

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

    Open Access

  • 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 proceeding › Conference contribution

  • Location Prediction for Tweets

    Huang, C. Y., Tong, H., He, J. & Maciejewski, R., May 24 2019, In: Frontiers in Big Data. 2, 5.

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

    Open Access

  • MRMine: Multi-resolution multi-network embedding

    Du, B. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 479-488 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • 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, 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 proceeding › Conference contribution

  • N2N: Network derivative mining

    Kang, J. & Tong, H., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 861-870 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access

  • 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. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

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

  • NetDyna: Mining Networked Coevolving Time Series with Missing Values

    Hairi, Tong, H. & Ying, L., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 503-512 10 p. 9005698. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

  • ORIGIN: Non-Rigid Network Alignment

    Zhang, S., Tong, H., Xu, J., Hu, Y. & MacIejewski, R., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 998-1007 10 p. 9005663. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

  • PC-Fairness: A unified framework for measuring causality-based fairness

    Wu, Y., Zhang, L., Wu, X. & Tong, H., 2019, In: Advances in Neural Information Processing Systems. 32

    Research output: Contribution to journal › Conference article › peer-review

  • Preface

    Tagarelli, A. & Tong, H., 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11917 LNCS, p. vi

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

  • 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 proceeding › Conference contribution

  • Robust embedded deep K-means clustering

    Zhang, R., Xia, Y., Tong, H. & Zhu, Y., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1181-1190 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access

  • Robust principal component analysis with adaptive neighbors

    Zhang, R. & Tong, H., 2019, In: Advances in Neural Information Processing Systems. 32

    Research output: Contribution to journal › Conference article › peer-review

  • 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. (26th International World Wide Web Conference 2017, WWW 2017 Companion).

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

  • 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, 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 proceeding › Conference contribution

  • 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 proceeding › Conference contribution

    Open Access

  • Toward generative narrative models of the course and resolution of conflict

    Corman, S. R., Ruston, S. W. & Tong, H., Mar 29 2019, Social-Behavioral Modeling for Complex Systems. Wiley, p. 121-144 24 p.

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

  • Towards Real Time Team Optimization

    Zhou, Q., Li, L. & Tong, H., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1008-1017 10 p. 9006078. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

  • 2018

    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 proceeding › Conference contribution

  • 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, p. 492-493 2 p. (RecSys 2018 - 12th ACM Conference on Recommender Systems).

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

    Open Access

  • 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. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    Open Access

  • Graph convolutional networks: algorithms, applications and open challenges

    Zhang, S., Tong, H., Xu, J. & Maciejewski, R., 2018, Computational Data and Social Networks - 7th International Conference, CSoNet 2018, Proceedings. Thai, M. T., Chen, X., Li, W. W. & Sen, A. (eds.). Springer, 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 proceeding › Conference contribution

  • 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 › peer-review

    Open Access

  • Message from the Workshop Co-Chairs

    Tong, H. & Li, Z., Jul 2 2018, In: IEEE International Conference on Data Mining Workshops, ICDMW. 2018-November, p. xxix-xxx 8637537.

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

    Open Access

  • Mobile data mining

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

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

  • Multi-layered network embedding

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

    Research output: Contribution to conference › Paper › peer-review

    Open Access

  • 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. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

    Open Access