Projects per year
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Dive into the research topics where Guanfeng Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Intelligent Health Data Analytics Platform
Liu, G. (Primary Chief Investigator) & Beheshti, A. (Supervisor)
1/01/25 → 31/12/29
Project: Research
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Data-intensive Scheduling Optimisation in Database Systems
Liu, G. (Primary Chief Investigator) & Beheshti, A. (Supervisor)
14/05/24 → 1/10/27
Project: Research
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DP230100676: Trust-Oriented Data Analytics in Online Social Networks
Wang, Y. (Primary Chief Investigator), Orgun, M. (Chief Investigator), Liu, G. (Chief Investigator) & Tan, K. L. (Partner Investigator)
9/01/23 → 8/01/26
Project: Research
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Scalable and Extensible Document intelligence Platform
Beheshti, A. (Primary Chief Investigator), Zhang, X. (Chief Investigator), Mans, B. (Chief Investigator), Wu, J. (Chief Investigator), Liu, G. (Chief Investigator), Sheng, M. (Chief Investigator), Yang, J. (Chief Investigator), Asadnia, M. (Chief Investigator), Ghezelbash, D. (Chief Investigator) & Simpson, M. (Other)
14/10/22 → 1/01/27
Project: Research
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Trustworthy and Safe Generative Content Recommender Systems
Wang, Y. (Primary Chief Investigator), Orgun, M. (Chief Investigator), Wang, S. (Primary Chief Investigator) & Liu, G. (Primary Chief Investigator)
1/01/26 → 31/12/28
Project: Research
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Candidate-aware graph prompt-tuning for recommendation
Li, H., Liu, G., Hu, Q., Wang, Y., Gong, D. & Du, J., Nov 2025, In: Pattern Recognition. 167, p. 1-11 11 p., 111733.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Few-shot causal representation learning for out-of-distribution generalization on heterogeneous graphs
Ding, P., Wang, Y., Liu, G., Wang, N. & Zhou, X., Apr 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 4, p. 1804-1818 15 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Intent-based Trust Evaluation
Xu, R., Liu, G., Wang, Y., Zhang, X., Zheng, K. & Zhou, X., 23 Oct 2025, (E-pub ahead of print) In: IEEE Transactions on Knowledge and Data Engineering. 14 p.Research output: Contribution to journal › Article › peer-review
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Intent propagation contrastive collaborative filtering
Li, H., Du, J., Liu, G., Jiang, F., Wang, Y. & Zhou, X., May 2025, In: IEEE Transactions on Knowledge and Data Engineering. 37, 5, p. 2665-2679 15 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
PerFedKG: two-stage information-loop federated knowledge graph for personalized privacy-preserving recommendation systems
Wang, F., Zhang, X., Liu, W., Li, L., Liu, Y., Zhang, Z., Liu, G., Pang, S., Xu, X. & Qi, L., Apr 2025, In: Science China Information Sciences. 68, 4, p. 140106:1-140106:2 2 p., 140106.Research output: Contribution to journal › Letter
Prizes
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Best Paper Award, A Heuristic Algorithm for Trust-Oriented Service Provider Selection in Complex Social Networks, The 7th IEEE International Conference on Services Computing (IEEE SCC2010) (research track, acceptance rate: 29/165 =18%), July 5-10, 2010, Miami, Florida, USA
Liu, G. (Recipient), Wang, Y. (Recipient), Orgun, M. (Recipient) & Lim, E.-P. (Recipient), 2010
Prize
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Winner - Faculty of Science and Engineering Award for Inter-School Collaboration - 2023
Nayak, A. (Recipient), Mahmood, A. (Recipient), Beheshti, A. (Recipient), McIver, A. (Recipient), Bilgin, A. (Recipient), Liquet-Weiland, B. (Recipient), Svensson, C. (Recipient), Ramakrishnan, C. (Recipient), Smith, C. (Recipient), Molla-Aliod, D. (Recipient), Vatsalan, D. (Recipient), Xue, E. (Recipient), Gupta, G. (Recipient), Sofronov, G. (Recipient), Baker, G. (Recipient), Liu, G. (Recipient), Asghar, H. (Recipient), Doosti, H. (Recipient), Zhu, H. (Recipient), Jiang, I. (Recipient), Zheng, J. (Recipient), Lin, H. (Recipient), Wu, J. (Recipient), Ma, J. (Recipient), Binkowski, K. (Recipient), Dras, M. (Recipient), Manuguerra, M. (Recipient), Orgun, M. (Recipient), Lay, M. (Recipient), Zou, N. (Recipient), Kordzakhia, N. (Recipient), Busch, P. (Recipient), Graham, P. (Recipient), Schwitter, R. (Recipient), Chen, S. (Recipient), Smith, S. (Recipient), Cassidy, S. (Recipient), Prvan, T. (Recipient), Fung, T. (Recipient), Li, Y. (Recipient), Wang, Y. (Recipient), Zhang, Y. (Recipient) & Zhou, Y. (Recipient), 2023
Prize: Other distinction