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
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
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):
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SDG 3 Good Health and Well-being
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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), Lin, Y. (Team member), Cao, S. (Team member) & Wang, Y. (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), Lin, Y. (Team member), Cao, S. (Team member) & Wang, Y. (Team member)
1/10/24 → 30/09/26
Project: Governmental Research Project
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A Hierarchical Quantized Tokenization Framework for Task-Adaptive Graph Representation Learning
Xiang, Y., Fan, L., Yin, C. & Ji, C., 10 Feb 2026, (Submitted).Research output: Contribution to conference › Paper
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AstroVis: A Cloud-Streaming Octree System for Web-Based Astronomical Visualization
Jiang, C., Tian, Z., Gu, Y., Wu, X., Li, Y., Wang, Y. & Ji, C., 2026, (Accepted/In press) IEEE Pacific Visualization Conference (PacificVis) 2026.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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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 AccessFile241 Downloads (Pure) -
Graph-Based Visual Analysis for HVAC System Anomaly Detection
Cao, T., Wang, Y., Fu, Q., Lu, Y., Chen, J., Li, Y. & Ji, C., 1 Feb 2026, In: Energy and Buildings. 352, 116751.Research output: Contribution to journal › Article › peer-review
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Octree-MambaDiffuser: State-Space Diffusion with Octree Guidance for 3D Generation
Qian, S., Xu, C., Li, Y., Ji, C., Jin, X. & Zhang, X., 2026, (Accepted/In press) 2026 International Joint Conference on Neural Networks (IJCNN) .Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
Activities
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Investigating Social Benefits in Ecological Restoration from the Perspective of Cultural Ecosystem Services
Dou, Y. (Supervisor), Ji, C. (Co-supervisor) & Riley, M. (Co-supervisor)
1 Mar 2026 → 2029Activity: Supervision › PhD Supervision
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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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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
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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