Research output per year
Research output per year
Personal profile
Personal profile
Associate Professor Xiaodi Huang, from the School of Computing & Mathematics, joined the University in 2007. Dr Huang is interested in applied machine learning, data analysis and visualisation, and computer applications.
Research Interests
- Applied Machine Learning
- Artificial Intelligence (AI)
- Data Analysis and Visualization
- Computer Applications
- Web services
Professional Information
External Appointments & Memberships:
- IEEE Senior member
- ACM member
Editorial roles in journals:
- ICT Express (Editor)
- PLOS one (Editor)
- CAAI Transactions on Intelligence (Editorial Board member)
Teaching
- ITC 212 Internet Technologies
- ITC 556 Database Systems
- ITC 558 Programming Principles
Education/Academic qualification
Education, Masters in Education
Bachelor of Science (Physics)
Doctor of Philosophy (Computer Science), Swinburne University of Technology
External positions
Registered Supervisor
- Yes
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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A coarse-to-fine detection framework for automated lung tumour detection from 3D PET/CT images
Zhao, Y., Lin, Q., Mao, J., Wei, J., Cao, Y., Man, Z., Liu, C., Ma, J. & Huang, X., 30 Jun 2025, In: IET Image Processing. 19, 1, p. 1-10 10 p., e70146.Research output: Contribution to journal › Article › peer-review
Open AccessFile28 Downloads (Pure) -
Actual cause-guided adaptive gradient scaling for balanced multimodal sentiment analysis
Chen, J., Huang, Q., Huang, C. & Huang, X., 08 Jul 2025, In: ACM Transactions on Multimedia Computing, Communications and Applications. 21, 6, p. 1-24 24 p., 179.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Adaptive cleaning and correlation-driven graph anomaly detection
Huang, C., Fang, Y., Gao, C. & Huang, X., 28 Jan 2026, In: Neurocomputing. 663, 131980.Research output: Contribution to journal › Article › peer-review
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All roads lead to Rome: Exploring edge distribution shifts for heterophilic graph learning
Wang, Y., Huang, C., Li, M., Cai, T., Zheng, Z. & Huang, X., Aug 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 6487-6495 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Book chapter/Published conference paper › Conference paper › peer-review
Open Access -
AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis
Huang, C., Chen, J., Huang, Q., Wang, S., Tu, Y. & Huang, X., Feb 2025, In: Information Fusion. 114, p. 1-17 17 p., 102725.Research output: Contribution to journal › Article › peer-review
15 Citations (Scopus)
Datasets
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MultiFusion2HPO
Zhai, W. (Creator), Deng, Y. (Creator), Huang, X. (Creator), Wang, S. (Creator) & Zhu, S. (Creator), IEEE Press, 2025
https://github.com/ZhuLab-Fudan/MultiFusion2HPO/tree/main/data
Dataset
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HPOTagger.
Zhai, W. (Creator), Jiang, R. (Creator), Huang, X. (Creator), Bian, J. (Creator) & Zhu, S. (Creator), Elsevier, 2025
https://github.com/ZhuLab-Fudan/HPOTagger
Dataset
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VANER
Bian, J. (Creator), Zhai, W. (Creator), Huang, X. (Creator), Zheng, J. (Creator) & Zhu, S. (Creator), IOS Press, 2025
https://github.com/Eulring/VANER/tree/main/data/vaner_datacohort
Dataset
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PubLabeler
Wang, S. (Creator), Bian, J. (Creator), Huang, X. (Creator), Zhou, H. (Creator) & Zhu, S. (Creator), IEEE Xplore, 2024
https://github.com/ZhuLab-Fudan/PubLabeler/tree/main/data
Dataset
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GoSum
Bian, J. (Creator), Huang, X. (Creator), Zhou, H. (Creator), Huang, T. (Creator) & Zhu, S. (Creator), Springer-Nature , 2025
https://github.com/Eulring/GoSum/tree/main/data/pubmed
Dataset
Prizes
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2024 Excellence Award (Research)
Rahman, A. (Recipient), Zheng, L. (Recipient), Shillabeer, A. (Recipient), Moni, M. A. (Recipient), Kabir, A. (Recipient), Paul, M. (Recipient), Charlton, P. (Recipient), Islam, Z. (Recipient), Huang, X. (Recipient), Islam, R. (Recipient), Bewong, M. (Recipient), Khan, M. A. (Recipient), Al-Saggaf, Y. (Recipient), Rehman, S. (Recipient), Li, Z. (Recipient), Dahshan, M. (Recipient), Debnath, T. (Recipient), Mamun, Q. (Recipient), Burmeister, O. (Recipient), Bossomaier, T. (Recipient), Demskoy, D. (Recipient), Tien, D. (Recipient), Altas, I. (Recipient), Bhattacharya, M. (Recipient) & Howarth, J. (Recipient), 30 Nov 2024
Prize: Award › Internal award
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A reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence.
Huang, X. (Recipient), 2025
Prize: Other distinction › External recognition
File -
Activities
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The 40th Annual AAAI Conference on Artificial Intelligence AAAI-26 (Event)
Huang, X. (Member)
20 Jan 2026 → 27 Jan 2026Activity: Membership › Committees and working groups › Academic
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IEEE Transactions on Neural Networks and Learning Systems (Journal)
Huang, X. (Reviewer)
2025Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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IEEE Transactions on Knowledge and Data Engineering (Journal)
Huang, X. (Reviewer)
2025Activity: Publication peer-review and editorial work › Peer review responsibility, including review panel or committee
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The 34th International Joint Conference on Artificial Intelligence (IJCAI-25)
Huang, X. (Reviewer)
Apr 2025 → …Activity: Participating in or organising an event › Conference/Symposium › Academic
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The 22nd Pacific Rim International Conference on Artificial Intelligence (PRICAI)
Huang, X. (Member of programme committee)
Jun 2025 → …Activity: Participating in or organising an event › Conference/Symposium › Academic
Press/Media
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Research Data from Charles Sturt University Update Understanding of Cancer (Multiview Deep Forest for Overall Survival Prediction in Cancer)
03/02/23
1 item of Media coverage
Press/Media: Press / Media
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World Internet Day 2020 – smart regions and intelligent campuses
28/10/20
1 Media contribution
Press/Media: Press / Media
Impacts
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Murray Darling Basin PIT data analysis project
Huang, X. (Creator), Baumgartner, L. (Creator), Li, Z. (Creator) & Robinson, W. (Creator)
Impact: Economic Impact, Environmental Impact
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Phen2Disease: a phenotype-driven model for disease and gene prioritization
Huang, X. (Creator)
Impact: Quality of life Impact