• 1026 Citations
  • 16 h-Index
20052020

Research output per year

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Research Outputs

2020

CTumorGAN: a unified framework for automatic computed tomography tumor segmentation

Pang, S., Du, A., Orgun, M. A., Yu, Z., Wang, Y., Wang, Y. & Liu, G., 28 Mar 2020, In : European Journal of Nuclear Medicine and Molecular Imaging.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Guest editorial: special issue on trust, privacy, and security in crowdsourcing computing

Liu, A., Liu, G., Orgun, M. A. & Li, Q., Jan 2020, In : World Wide Web. 23, 1, p. 389-391 3 p.

Research output: Contribution to journalEditorial

Open Access

Preface to the special issue on graph data management in online social networks

Zheng, K., Liu, G., Orgun, M. A. & Du, J., Mar 2020, In : World Wide Web. 23, 2, p. 691-692 2 p.

Research output: Contribution to journalEditorial

Open Access

Temporal paths discovery with multiple constraints in attributed dynamic graphs

Zhao, A., Liu, G., Zheng, B., Zhao, Y. & Zheng, K., Jan 2020, In : World Wide Web. 23, 1, p. 313-336 24 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Updates-aware graph pattern based node matching

Sun, G., Liu, G., Wang, Y. & Zhou, X., 2020, Proceedings - 2020 IEEE 36th International Conference on Data Engineering, ICDE 2020. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 697-708 12 p. (Proceedings - International Conference on Data Engineering; vol. 2020-April).

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

2019

A Multi-Constrained Temporal Path Query system

Shi, J., Liu, G., Zhao, A., Liu, A., Li, Z. & Zheng, K., 2019, Advances in Conceptual Modeling: ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME, 2018, Proceedings. Woo, C., Lu, J., Li, Z., Ling, T. W., Li, G. & Lee, M. L. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 39-43 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11158 LNCS).

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

An efficient method for top-k graph based node matching

Liu, G., Shi, Q., Zheng, K., Liu, A., Li, Z. & Zhou, X., 15 May 2019, In : World Wide Web. 22, 3, p. 945-966 22 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A novel hybrid publication recommendation system using compound information

Yang, Q., Li, Z., Liu, A., Liu, G., Zhao, L., Zhang, X., Zhang, M. & Zhou, X., Nov 2019, In : World Wide Web. 22, 6, p. 2499-2517 19 p.

Research output: Contribution to journalArticle

Consensus with voting theory in blockchain environments

Li, L., Jiang, Y. & Liu, G., 2019, Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019. Gao, Y., Möller, R., Wu, X. & Kotagiri, R. (eds.). Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), p. 152-159 8 p. (Proceedings - 10th IEEE International Conference on Big Knowledge, ICBK 2019).

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

Context-aware graph pattern based top-k designated nodes finding in social graphs

Liu, G., Shi, Q., Zheng, K., Li, Z., Liu, A. & Xu, J., 15 Mar 2019, In : World Wide Web-Internet And Web Information Systems. 22, 2, p. 751-770 20 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Deep representation learning of activity trajectory similarity computation

Zhang, Y., Liu, A., Liu, G., Li, Z. & Li, Q., 2019, Proceedings - 2019 IEEE International Conference on Web Services, ICWS 2019: Part of the 2019 IEEE World Congress on Services. Bertino, E., Chang, C. K., Chen, P., Damiani, E., Goul, M. & Oyama, K. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 312-319 8 p. (Proceedings - 2019 IEEE International Conference on Web Services, ICWS 2019 - Part of the 2019 IEEE World Congress on Services).

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

1 Citation (Scopus)

Differential private collaborative Web services QoS prediction

Liu, A., Shen, X., Li, Z., Liu, G., Xu, J., Zhao, L., Zheng, K. & Shang, S., Nov 2019, In : World Wide Web. 22, 6, p. 2697-2720 24 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

DMFP: a dynamic multi-faceted fine-grained preference model for recommendation

Wang, H., Liu, G., Zhao, Y., Zheng, B., Zhao, P. & Zheng, K., 2019, 2019 IEEE International Conference on Data Mining (ICDM). Wang, J., Shim, K. & Wu, X. (eds.). Los Alamitos, CA: Institute of Electrical and Electronics Engineers (IEEE), p. 608-617 10 p.

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

DTCDR: a framework for Dual-Target Cross-Domain Recommendation

Zhu, F., Chen, C., Wang, Y., Liu, G. & Zheng, X., 2019, CIKM '19: Proceedings of the 28th ACM International Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 1533-1542 10 p.

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

Enhancing user experience of task assignment in spatial crowdsourcing: A Self-Adaptive Batching Approach

Qian, L., Liu, G., Zhu, F., Li, Z., Wang, Y. & Liu, A., 2019, In : IEEE Access. 7, p. 132324-132332 9 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

Incremental graph pattern based node matching with multiple updates

Sun, G., Liu, G., Wang, Y., Orgun, M., Sheng, Q. Z. & Zhou, X., 19 Sep 2019, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Leveraging meta information in short text aggregation

Zhao, H., Du, L., Liu, G. & Buntine, W., 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Korhonen, A., Traum, D. & Màrquez, L. (eds.). Stroudsburg, PA: Association for Computational Linguistics (ACL), p. 4042-4049 8 p.

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

Open Access
File
1 Downloads (Pure)

Location-aware web service composition based on the mixture rank of web services and web service requests

Lu, J., Liu, G., Wu, K. & Qin, W., 1 Jan 2019, In : Complexity. 2019, p. 1-16 16 p., 9871971.

Research output: Contribution to journalArticle

Open Access
File
2 Citations (Scopus)
1 Downloads (Pure)

Multi-fuzzy-objective graph pattern matching with big graph data

Li, L., Zhang, F. & Liu, G., Oct 2019, In : Journal of Database Management. 30, 4, p. 24-40 17 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Multi-objective optimization-based networked multi-label active learning

Li, L., Chu, Y., Liu, G. & Wu, X., 1 Apr 2019, In : Journal of Database Management. 30, 2, p. 1-26 26 p.

Research output: Contribution to journalArticle

Preference-aware task assignment in spatial crowdsourcing

Zhao, Y., Xia, J., Liu, G., Su, H., Lian, D., Shang, S. & Zheng, K., 2019, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19). Palo Alto, CA: Association for the Advancement of Artificial Intelligence, p. 2629-2636 8 p.

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

Open Access

Reinforcement learning based Monte Carlo Tree Search for temporal path discovery

Ding, P., Liu, G., Zhao, P., Liu, A., Li, Z. & Zheng, K., 2019, Proceedings 19th IEEE International Conference on Data Mining. Wang, J., Shim, K. & Wu, X. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 140-149 10 p.

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

Social context-aware trust paths finding for trustworthy service provider selection in social media

Lu, J., Liu, G., Zheng, B., Zhao, Y. & Zheng, K., Sep 2019, In : Multimedia Tools and Applications. 78, 17, p. 24473–24500 28 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Towards secure and truthful task assignment in spatial crowdsourcing

Zhai, D., Sun, Y., Liu, A., Li, Z., Liu, G., Zhao, L. & Zheng, K., 15 Sep 2019, In : World Wide Web. 22, 5, p. 2017-2040 24 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Unsupervised entity alignment using attribute triples and relation triples

He, F., Li, Z., Qiang, Y., Liu, A., Liu, G., Zhao, P., Zhao, L., Zhang, M. & Chen, Z., 1 Jan 2019, Database Systems for Advanced Applications: 24th International Conference, DASFAA 2019, Proceedings, Part I. Li, G., Yang, J., Gama, J., Natwichai, J. & Tong, Y. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 367-382 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11446 LNCS).

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

1 Citation (Scopus)

WebEL: improving entity linking with extra web contexts

Wang, Y., Li, Z., Yang, Q., Chen, Z., Liu, A., Liu, G. & Zhao, L., 2019, Web Information Systems Engineering – WISE 2019: 20th International Conference Hong Kong, China, January 19–22, 2020 Proceedings. Cheng, R., Mamoulis, N., Sun, Y. & Huang, X. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 507-522 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11881 LNCS).

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

2018

A deep framework for Cross-Domain and Cross-System Recommendations

Zhu, F., Wang, Y., Chen, C., Liu, G., Orgun, M. & Wu, J., 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). Lang, J. (ed.). Freiburg: International Joint Conferences on Artificial Intelligence, p. 3711-3717 7 p.

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

Open Access
10 Citations (Scopus)

A privacy-preserving framework for trust-oriented point-of-interest recommendation

Liu, A., Wang, W., Li, Z., Liu, G., Li, Q., Zhou, X. & Zhang, X., 2018, In : IEEE Access. 6, p. 393-404 12 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Bootstrapped multi-level distant supervision for relation extraction

He, Y., Li, Z., Liu, G., Cao, F., Chen, Z., Wang, K. & Ma, J., 1 Jan 2018, Web Information Systems Engineering – WISE 2018: 19th International Conference, 2018, Proceedings. Hacid, H., Cellary, W., Wang, H., Paik, H-Y. & Zhou, R. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 408-423 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11233 LNCS).

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

1 Citation (Scopus)

Incremental Graph Pattern based Node Matching

Sun, G., Liu, G., Wang, Y., Orgun, M. & Zhou, X., 24 Oct 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 281-292 12 p.

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

3 Citations (Scopus)

MCS-GPM: multi-constrained simulation based graph pattern matching in contextual social graphs

Liu, G., Liu, Y., Zheng, K., Liu, A., Li, Z., Wang, Y. & Zhou, X., 1 Jun 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 6, p. 1050-1064 15 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)
2017

A context-aware approach for trustworthy worker selection in social crowd

Zhao, Y., Liu, G., Zheng, K., Liu, A., Li, Z. & Zhou, X., Nov 2017, In : World Wide Web. 20, 6, p. 1211-1235 25 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

CAT: context-aware trust-oriented worker selection in social crowd

Zhao, Y., Zheng, K., Liu, A., Li, Z., Liu, G. & Zhou, X., 2017, In : Computing and Informatics. 36, 3, p. 517-540 24 p.

Research output: Contribution to journalArticle

CNN-IETS: a CNN-based probabilistic approach for information extraction by text segmentation

Hu, M., Li, Z., Shen, Y., Liu, A., Liu, G., Zheng, K. & Zhao, L., 2017, CIKM '17 Proceedings of the 2017 ACM on Conference on Information and Knowledge Management. New York: Association for Computing Machinery (ACM), p. 1159-1168 10 p.

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

4 Citations (Scopus)

Effective and efficient trajectory outlier detection based on time-dependent popular route

Zhu, J., Jiang, W., Liu, A., Liu, G. & Zhao, L., Jan 2017, In : World Wide Web-Internet And Web Information Systems. 20, 1, p. 111-134 24 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

Location-aware publish/subscribe index with complex boolean expressions

Zhao, P., Jiang, H., Xu, J., Sheng, V. S., Liu, G., Liu, A., Wu, J. & Cui, Z., Nov 2017, In : World Wide Web. 20, 6, p. 1363-1384 22 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Multi-constrained Top-K graph pattern matching in contextual social graphs

Shi, Q., Liu, G., Zheng, K., Liu, A., Li, Z., Zhao, L. & Zhou, X., 2017, Proceedings 2017 IEEE 24th International Conference on Web Services, ICWS 2017. Altintas, I. & Chen, S. (eds.). Los Alamitos: Institute of Electrical and Electronics Engineers (IEEE), p. 588-595 8 p.

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

2 Citations (Scopus)

Outlier trajectory detection: a trajectory analytics based approach

Lv, Z., Xu, J., Zhao, P., Liu, G., Zhao, L. & Zhou, X., 2017, Database Systems for Advanced Applications: 22nd International Conference, DASFAA 2017, Proceedings, Part I. Candan, S., Chen, L., Pedersen, T. B., Chang, L. & Hua, W. (eds.). Springer, Springer Nature, p. 231-246 16 p. (Lecture Notes in Computer Science; vol. 10177).

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

8 Citations (Scopus)

Popularity-aware spatial keyword search on activity trajectories

Zheng, K., Zheng, B., Xu, J., Liu, G., Liu, A. & Li, Z., Jul 2017, In : World Wide Web. 20, 4, p. 749–773 25 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)

Privacy-preserving collaborative web services QoS prediction via differential privacy

Liu, S., Liu, A., Li, Z., Liu, G., Xu, J., Zhao, L. & Zheng, K., 2017, Wen and Big Data: First International Joint Conference, APWeb-WAIM 2017, Proceedings, Part I. Chen, L., Jensen, C. S., Shahabi, C., Yang, X. & Lian, X. (eds.). Springer, Springer Nature, p. 200-214 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10366 LNCS).

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

4 Citations (Scopus)

The interaction between schema matching and record matching in data integration

Gu, B., Li, Z., Zhang, X., Liu, A., Liu, G., Zheng, K., Zhao, L. & Zhou, X., 1 Jan 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 1, p. 186-199 14 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Web-ADARE: A web-aided data repairing system

Gu, B., Li, Z., Yang, Q., Xie, Q., Liu, A., Liu, G., Zheng, K. & Zhang, X., Aug 2017, In : Neurocomputing. 253, p. 201-214 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

When differential privacy meets randomized perturbation: a hybrid approach for privacy-preserving recommender system

Liu, X., Liu, A., Zhang, X., Li, Z., Liu, G., Zhao, L. & Zhou, X., 2017, Database Systems for Advanced Applications: 22nd International Conference, DASFAA 2017, Proceedings, Part I. Candan, S., Chen, L., Pedersen, T. B., Chang, L. & Hua, W. (eds.). Springer, Springer Nature, p. 576-591 16 p. (Lecture Notes in Computer Science; vol. 10177).

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

15 Citations (Scopus)
2016

A hybrid machine-crowdsourcing approach for web table matching and cleaning

Li, C., Zhao, P., Sheng, V. S., Li, Z., Liu, G., Wu, J. & Cui, Z., 1 Jan 2016, Web-Age Information Management: 17th International Conference, WAIM 2016, Proceedings, Part II. Cui, B., Zhang, N., Xu, J., Lian, X. & Liu, D. (eds.). Switzerland: Springer-VDI-Verlag GmbH & Co. KG, p. 132-144 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9659).

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

A hybrid method for POI recommendation: combining check-in count, geographical information and reviews

Xu, X., Zhao, P., Liu, G., Gu, C., Xu, J., Wu, J. & Cui, Z., 2016, Web Technologies and Applications: 18th Asia-Pacific Web Conference, APWeb 2016, Proceedings, Part II. Li, F., Shim, K., Zheng, K. & Liu, G. (eds.). Switzerland: Springer, Springer Nature, Vol. 9932 LNCS. p. 162-173 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9932 LNCS).

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

CTextEM: using consolidated textual data for entity matching

Yang, Q., Li, Z., Gu, B., Liu, A., Liu, G., Zhao, P. & Zhao, L., 2016, Database Systems for Advanced Applications: 21st International Conference, DASFAA 2016, Proceedings, Part I. Navathe, S. B., Wu, W., Shekhar, S., Du, X., Wang, X. S. & Xiong, H. (eds.). Springer, Springer Nature, Vol. 9642. p. 117-132 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9642).

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

Pair-wise collision-based underwater time synchronization

Guo, Y., Liu, Y., Liu, G. & Wang, X., 1 Oct 2016, In : Journal of Network and Systems Management. 24, 4, p. 813-833 21 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Privacy-preserving collaborative web services QoS prediction via YAO’s garbled circuits and homomorphic encryption

Li, L., Liu, A., Li, Q., Liu, G. & Li, Z., 1 Jul 2016, In : Journal of Web Engineering. 15, 3-4, p. 203-225 23 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Ranking-based multi-source rating aggregation with social contexts

Li, L., Liang, Q. & Liu, G., 29 Jan 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop: ICDMW 2015. Cui, P., Dy, J., Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Los Alamitos: Institute of Electrical and Electronics Engineers (IEEE), p. 892-899 8 p. 7395762

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

Record matching with non-key attribute values

Yang, Q., Li, Z. X., Jiang, J., Zhao, P. P., Liu, G. F., Liu, A. & Zhou, X. F., 1 Oct 2016, In : Jisuanji Xuebao/Chinese Journal of Computers. 39, 10, p. 2075-2087 13 p.

Research output: Contribution to journalArticle