Projects per year
Personal profile
Personal profile
Chengtao Ji is an Assistant Professor at Xian Jiao Tong-Liverpool University. He obtained his Doctoral degree in Scientific Visualization and Computer Graphics (SVCG) group from the University of Groningen, the Netherlands. Afterward, he continues to work as a postdoc in the same group.His research is mainly focusing on information visualization and (unsupervised) machine learning, which are applied to various scenarios, e.g., astronomy, medical, digital humanity, etc.
Research interests
Visual Analytics
Complex Network Analysis
Unsupervised Machine Learning
Information Visualization
Teaching
CPT105-Introduction to Programming in Java
CPT202-Software Engineering Group Project
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, University of Groningen, 2018
Research areas
- Data Mining and Machine Learning
- Software Engineering
- Visual Analytics
- Digital Humanity and Digital Cultural Heritage
- Data Visualization and Virtual Reality
Person Types
- Staff
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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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Dynamical evolution and binary properties of open clusters revealed by Gaia DR4
Pang, X. (PI), Ji, C. (Team member) & Kouwenhoven, T. (Team member)
1/01/26 → 31/12/29
Project: Governmental Research Project
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Research on Multimodal Robotic Arm Response Technology in Environment-Enabled Scenarios/环境赋使场景下的多模态机械臂响应技术研究
Pan, Y. (PI), Wang, Y. (Team member), Xiang, N. (Team member), Zhang, H. (Team member), Xu, Z. (Team member), Ji, C. (Team member) & Chen, Y. (CoPI)
1/03/25 → 28/02/29
Project: Collaborative Research Project
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Extended-energy Data Innovation Application Laboratory
Ma, J. (PI), Yue, Y. (Team member), lim, E. (Team member), Xu, D. (Team member), Zhu, X. (Team member), Xue, F. (Team member), Chen, X. (Team member), Man, K. L. (Team member), Dong, Y. (Team member), Ji, C. (Team member), Qi, J. (Team member), Liu, D. (Team member), Wang, Q. (Team member), Jin, X. (Team member), Zhang, J. (Team member), Chen, M. (Team member), Wang, Y. (Team member), Lin, Y. (Team member) & Cao, S. (Team member)
1/01/25 → 31/12/26
Project: Governmental Research Project
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Suzhou SIP Extended-Energy Big Data and Intelligent Computing High-Level Innovation (Research) Platform
Ma, J. (PI), Xue, F. (Team member), lim, E. (Team member), Xu, Z. (Team member), Xu, D. (Team member), Xiao, J. (Team member), Chen, M. (Team member), Yue, Y. (Team member), Man, K. L. (Team member), Yao, L. (Team member), Jin, X. (Team member), Liu, D. (Team member), Ji, C. (Team member), Pan, Y. (Team member), Zhu, X. (Team member), Xiang, N. (Team member), Zhang, H. (Team member), Chen, X. (Team member), Xu, X. (Team member), Han, B. (Team member), Qi, J. (Team member), Fang, L. (Team member), Zhang, J. (Team member), Zhao, Y. (Team member), Dong, Y. (Team member), Cai, J. (Team member), Wang, Y. (Team member), Lin, Y. (Team member) & Cao, S. (Team member)
1/10/24 → 30/09/26
Project: Governmental Research Project
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Dual Prototype Attentive Graph Network for Cross-Market Recommendation
Fan, L., Kong, M., Xiang, Y., Zhang, C. & Ji, C., 12 Jan 2026, English. Taniguchi, T., Leung, C. S. A. & Doborjeh, M. (eds.). 1 ed. Singapore, Vol. 16313. p. 517-531 15 p. 35Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Open AccessFile1 Downloads (Pure) -
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment
Xiang, Y., Fan, L., Saha, T., Pang, X., Pan, Y., Zhang, H. & Ji, C., 2 Jan 2026, Database Systems for Advanced Applications: 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26–29, 2025, Proceedings, Part III. Springer Singapore, p. 253–263 11 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A comparative study of table-sized physicalization and digital visualization
Wang, Y., Liu, Y., Yu, L., Ji, C. & Liu, Y., Jun 2025, In: Journal of Visualization. 28, 3, p. 511-533 23 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Galactic Wandering: An Immersive Tour of the Solar System
Xu, Y., Xie, Y., Wu, X., Jin, N., Xiang, N. & Ji, C., 2025, CSECS 2025 - Proceedings of 2025 7th International Conference on Software Engineering and Computer Science. Institute of Electrical and Electronics Engineers Inc., (CSECS 2025 - Proceedings of 2025 7th International Conference on Software Engineering and Computer Science).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Harnessing Light for Cold-Start Recommendations: Leveraging Epistemic Uncertainty to Enhance Performance in User-Item Interactions
Xiang, Y., Fan, L., Yin, C., Kong, M. & Ji, C., 10 Nov 2025, CIKM '25: Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 5361 5365 p.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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The 18th International Symposium on Visual Information Communication and Interaction (Event)
Ji, C. (Chair)
1 Dec 2025 → 3 Dec 2025Activity: Membership › Membership of committee
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2025 the 11th International Conference on Virtual Reality (Event)
Ji, C. (Chair)
9 Jul 2025 → 11 Jul 2025Activity: Membership › Membership of committee
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Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning
Ji, C. (Supervisor)
1 Jun 2025 → 1 Sept 2025Activity: Supervision › Completed SURF Project
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Citizen Science Using Xi'He Solar Tower of Shanghai Astronomy Museum: A Way Pavement Study
Tang, H. (Supervisor) & Ji, C. (Supervisor)
1 Jun 2025 → 1 Sept 2025Activity: Supervision › Completed SURF Project
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Exploring Ancient Skies: AI and Interactive Visualization for Astronomy Education
Ji, C. (Supervisor) & Tang, H. (Supervisor)
1 Jun 2025 → 1 Sept 2025Activity: Supervision › Completed SURF Project