Research output per year
Research output per year
Personal profile
Biography
The following UWA website is not up-to-date!
Please check my website: https://drcarenhan.github.io/
I am currently co-leader of AD-NLP (Australia Deep Learning NLP Group) and a senior lecturer (Associate Professor in U.S. System) at the University of Western Australia and an honorary senior lecturer (honorary Associate Professor in U.S. System) at the University of Sydney and the University of Edinburgh. After my Ph.D.(in 2017), I have been worked for 6 years at the University of Sydney. My research interests include Natural Language Processing with Deep Learning. I am broadly interested in several research topics, including visual-linguistic multi-modal learning, abusive language detection, document layout analysis, and recommender system.
External positions
Senior Lecturer, University of Edinburgh
Senior Lecturer, University of Sydney
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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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Graph-Based Multimodal Contrastive Learning for Chart Question Answering
Dai, Y., Han, S. C. & Liu, W., 13 Jul 2025, SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery (ACM), p. 2658-2663 6 p. (SIGIR 2025 - Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access1 Citation (Scopus) -
Multimodal Commonsense Knowledge Distillation for Visual Question Answering
Yang, S., Luo, S. & Han, S. C., 11 Apr 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 28 ed. Association for the Advancement of Artificial Intelligence (AAAI), p. 29545-29547 3 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 28).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
2 Citations (Scopus) -
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection
Cabral, R. C., Luo, S., Poon, J. & Han, S. C., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 152-162 11 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access3 Citations (Scopus) -
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
Ding, Y., Vaiani, L., Han, S. C., Lee, J., Garza, P., Poon, J. & Cagliero, L., 2024, The 62nd Annual Meeting of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics, ACL 2024. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 15233-15244 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Conference paper › Conference paper › peer-review
Open Access3 Citations (Scopus) -
Graph neural networks for text classification: a survey
Wang, K., Ding, Y. & Han, S. C., Aug 2024, In: Artificial Intelligence Review. 57, 8, 190.Research output: Contribution to journal › Article › peer-review
Open Access37 Citations (Scopus)
Projects
- 1 Active
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ChatGEO: Forging Trust in Spatial Semantic Document Retrieval
Liu, W. (Investigator 01), Han, C. (Investigator 02), Horrocks, T. (Investigator 03) & Holden, E.-J. (Investigator 04)
Minerals Research Institute of Western Australia
1/04/24 → 31/03/26
Project: Research
Prizes
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School of Physics, Mathematics & Computing Early-Career Research Award
Han, C. (Recipient), 2023
Prize: Award