Research Output per year
Research Output 2004 2019
- 1 - 50 out of 137 results
- Publication Year, Title (descending)
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., Jan 1 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
Deep multi-task learning with adversarial-and-cooperative nets
Yang, P., Tan, Q., Ye, J., Tong, H. & He, J., Jan 1 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
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
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, Inc, 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
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.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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
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.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, Inc, 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
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, Inc, p. 492-493 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Graph convolutional networks: algorithms, applications and open challenges
Zhang, S., Tong, H., Xu, J. & Maciejewski, R., Jan 1 2018, Computational Data and Social Networks - 7th International Conference, CSoNet 2018, Proceedings. Thai, M. T., Chen, X., Li, W. W. & Sen, A. (eds.). Springer Verlag, 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
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.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Network science of teams: Characterization, prediction, and optimization
Li, L. & Tong, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 783-784 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Personalized travel mode detection with smartphone sensors
Su, X., Yao, Y., He, Q., Lu, J. & Tong, H., Jan 12 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1341-1348 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Team expansion in collaborative environments
Zhao, L., Yao, Y., Guo, G., Tong, H., Xu, F. & Lu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Springer Verlag, p. 713-725 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards explainable networked prediction
Li, L., Tong, H. & Liu, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1819-1822 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
X-Rank: Explainable ranking in complex multi-layered networks
Kang, J., Xia, Y., Freitas, S., Cao, N., Yu, H. & Tong, H., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1959-1962 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A local algorithm for structure-preserving graph cut
Zhou, D., Zhang, S., Yildirim, M. Y., Alcorn, S., Tong, H., Davulcu, H. & He, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 655-664 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automatic navbox generation by interpretable clustering over linked entities
Xie, C., Chen, L., Liang, J., Zhang, K., Xiao, Y., Tong, H., Wang, H. & Wang, W., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 1857-1865 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
FIRST: Fast interactive attributed subgraph matching
Du, B., Zhang, S., Cao, N. & Tong, H., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 1447-1456 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HiDDen: Hierarchical dense subgraph detection with application to financial fraud detection
Zhang, S., Zhou, D., Yildirim, M. Y., Alcorn, S., He, J., Davulcu, H. & Tong, H., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 570-578 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HoORaYs: High-order optimization of rating distance for recommender systems
Xu, J., Yao, Y., Tong, H., Tao, X. & Lu, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 525-534 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
INEAT: Incomplete network alignment
Zhang, S., Tong, H., Tang, J., Xu, J. & Fan, W., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-November. p. 1189-1194 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Inside the atoms: Mining a network of networks and beyond
Tong, H., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. IEEE Computer Society, Vol. 2017-November. 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
iSphere: Focus+Context sphere visualization for interactive large graph exploration
Du, F., Cao, N., Lin, Y. R., Xu, P. & Tong, H., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, Vol. 2017-May. p. 2916-2927 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Is the whole greater than the sum of its parts?
Li, L., Tong, H., Wang, Y., Shi, C., Cao, N. & Buchler, N., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F129685. p. 295-304 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Rapid analysis of network connectivity
Freitas, S., Tong, H., Cao, N. & Xia, Y., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 2463-2466 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Uncovering teamwork in networks - Prediction, optimization and explanation
Li, L. & Tong, H., Dec 15 2017, Proceeding - 17th IEEE International Conference on Data Mining Workshops, ICDMW 2017. IEEE Computer Society, Vol. 2017-November. p. 1132-1133 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
User-guided cross-domain sentiment classification
Nelakurthi, A. R., Tong, H., Maciejewski, R., Bliss, N. & He, J., 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Society for Industrial and Applied Mathematics Publications, p. 471-479 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
VariFunNet, an integrated multiscale modeling framework to study the effects of rare non-coding variants in genome-wide association studies: Applied to Alzheimer's disease
Liu, Q., Chen, C., Gao, A., Tong, H. & Xie, L., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 2177-2182 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Visual graph query construction and refinement
Pienta, R., Hohman, F., Tamersoy, A., Endert, A., Navathe, S., Tong, H. & Chau, D. H., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1587-1590 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
BigNet 2016: First workshop on big network analytics
Tang, J., Cai, K., Su, Z., Tong, H., Vazirgiannis, M. & Yang, Y., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2505-2506 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
BrainQuest: Perception-guided brain network comparison
Shi, L., Tong, H. & Mu, X., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 379-388 10 p. 7373342Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
FASCINATE: Fast cross-layer dependency inference on multi-layered networks
Chen, C., Tong, H., Xie, L., Ying, L. & He, Q., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 765-774 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
FINAL: Fast attributed network alignment
Zhang, S. & Tong, H., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 1345-1354 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
IPath: Forecasting the pathway to impact
Li, L., Tong, H., Tang, J. & Fan, W., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Society for Industrial and Applied Mathematics Publications, p. 468-476 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Mobile crowd assisted navigation for the visually impaired
Olmschenk, G., Yang, C., Zhu, Z., Tong, H. & Seiple, W. H., Jul 20 2016, Proceedings - 2015 IEEE 12th International Conference on Ubiquitous Intelligence and Computing, 2015 IEEE 12th International Conference on Advanced and Trusted Computing, 2015 IEEE 15th International Conference on Scalable Computing and Communications, 2015 IEEE International Conference on Cloud and Big Data Computing, 2015 IEEE International Conference on Internet of People and Associated Symposia/Workshops, UIC-ATC-ScalCom-CBDCom-IoP 2015. Institute of Electrical and Electronics Engineers Inc., p. 324-327 4 p. 7518247Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Network based models and path based features for gene prioritization
Liu, Y., Tong, H., Lei, X. & Tang, Y., Sep 13 2016, Proceedings of the 2016 IEEE 20th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2016. Institute of Electrical and Electronics Engineers Inc., p. 129-132 4 p. 7565976Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
On the connectivity of multi-layered networks: Models, measures and optimal control
Chen, C., He, J., Bliss, N. & Tong, H., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 715-720 6 p. 7373378Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
QUINT: On query-specific optimal networks
Li, L., Yao, Y., Tang, J., Fan, W. & Tong, H., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 985-994 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Robust multi-network clustering via joint cross-domain cluster alignment
Liu, R., Cheng, W., Tong, H., Wang, W. & Zhang, X., Jan 5 2016, Proceedings - IEEE International Conference on Data Mining, ICDM. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-January. p. 291-300 10 p. 7373333Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tag2Word: Using tags to generate words for content based tag recommendation
Wu, Y., Yao, Y., Xu, F., Tong, H. & Lu, J., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2287-2292 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TEAMOPT: Interactive team optimization in big networks
Li, L., Tong, H., Cao, N., Ehrlich, K., Lin, Y. R. & Buchler, N., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 2485-2487 3 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TOPIC: Toward perfect Influence Graph Summarization
Shi, L., Sun, S., Xuan, Y., Su, Y., Tong, H., Ma, S. & Chen, Y., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1074-1085 12 p. 7498314Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
VISAGE: Interactive visual graph querying
Pienta, R., Tamersoy, A., Endert, A., Navathe, S., Tong, H. & Ch, D. H., Jun 7 2016, AVI 2016 - Proceedings of the 2016 International Working Conference on Advanced Visual Interfaces. Association for Computing Machinery, Vol. 07-10-June-2016. p. 272-279 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
An integrated tag recommendation algorithm towards Weibo user profiling
Yang, D., Xiao, Y., Tong, H., Zhang, J. & Wang, W., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 9049. p. 353-373 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9049).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Cheetah: Fast graph kernel tracking on dynamic graphs
Li, L., Tong, H., Xiao, Y. & Fan, W., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Society for Industrial and Applied Mathematics Publications, p. 280-288 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution