Projects per year
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Collaborations and top research areas from the last five years
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Linking Cognitive Science and Data Science for Enhanced Therapeutic Interventions
Beheshti, A., Afzoon, S., Zhang, X., Xue, E., Wu, J., Liu, G. & McMahon, J.
15/12/23 → 15/12/24
Project: Research
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DP230100676: Trust-Oriented Data Analytics in Online Social Networks
Wang, Y., Orgun, M., Liu, G. & Tan, K. L.
9/01/23 → 8/01/26
Project: Research
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Scalable and Extensible Document intelligence Platform
Beheshti, A., Zhang, X., Mans, B., Wu, J., Liu, G., Sheng, M., Yang, J., Asadnia, M., Ghezelbash, D. & Simpson, M.
14/10/22 → 1/01/27
Project: Research
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Interpretable Confidentiality Preservation for Graph Learning
Wang, Y., Liu, G., Zhang, X. & Zhou, X.
1/01/26 → 31/12/28
Project: Research
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Adaptive hypergraph network for trust prediction
Xu, R., Liu, G., Wang, Y., Zhang, X., Zheng, K. & Zhou, X., 2024, (Accepted/In press) Proceeding of the 40th IEEE International Conference on Data Engineering (ICDE).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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FD-TGCN: fast and dynamic temporal graph convolution network for traffic flow prediction
Sun, L., Liu, M., Liu, G., Chen, X. & Yu, X., Jun 2024, In: Information Fusion. 106, p. 1-10 10 p., 102291.Research output: Contribution to journal › Article › peer-review
7 Citations (Scopus) -
Semantic similarity-based graph contrastive learning for recommender system
Tu, L., Meng, S., Liu, X., Liu, G., Beheshti, A. & Zhang, X., 2024, (Accepted/In press) The 25th International Conference on Web Information Systems Engineering.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
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Solving many-objective optimization problems using selection hyper-heuristics
Anwar, A. A., Liu, G. & Zhang, X., 2024, Proceedings of the 16th International Conference on Agents and Artificial Intelligence. Online: SciTePress, Vol. 3. p. 194-201 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open AccessFile9 Downloads (Pure) -
Survey and open problems in privacy-preserving knowledge graph: merging, query, representation, completion, and applications
Chen, C., Zheng, F., Cui, J., Cao, Y., Liu, G., Wu, J. & Zhou, J., 2 Mar 2024, (E-pub ahead of print) In: International Journal of Machine Learning and Cybernetics. 20 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)
Prizes
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Winner - Faculty of Science and Engineering Award for Inter-School Collaboration - 2023
Nayak, Abhaya (Recipient), Mahmood, Adnan (Recipient), Beheshti, Amin (Recipient), McIver, Annabelle (Recipient), Bilgin, Ayse (Recipient), Liquet-Weiland, Benoit (Recipient), Svensson, Carl (Recipient), Ramakrishnan, Charanya (Recipient), Smith, Connor (Recipient), Molla-Aliod, Diego (Recipient), Vatsalan, Dinusha (Recipient), Xue, Emma (Recipient), Gupta, Gaurav (Recipient), Sofronov, Georgy (Recipient), Baker, Greg (Recipient), Liu, Guanfeng (Recipient), Asghar, Hassan (Recipient), Doosti, Hassan (Recipient), Zhu, Houying (Recipient), Jiang, Iris (Recipient), Zheng, James (Recipient), Lin, Huan (Recipient), Wu, Jia (Recipient), Ma, Jun (Recipient), Binkowski, Karol (Recipient), Dras, Mark (Recipient), Manuguerra, Maurizio (Recipient), Orgun, Mehmet (Recipient), Lay, Michael (Recipient), Zou, Nan (Recipient), Kordzakhia, Nino (Recipient), Busch, Peter (Recipient), Graham, Petra (Recipient), Schwitter, Rolf (Recipient), Chen, Shan (Recipient), Smith, Stephen (Recipient), Cassidy, Steve (Recipient), Prvan, Tania (Recipient), Fung, Thomas (Recipient), Li, Yan (Recipient), Wang, Yan (Recipient), Zhang, Yang (Recipient) & Zhou, Yipeng (Recipient), 2023
Prize: Other distinction