Dr. Wei-Ta Chu

National Chung Cheng University, Chinese Taipei

Email: [email protected]

Qualifications

2006  Ph.D., National Taiwan University, Taiwan

2002  M.S., National Chi Nan University, Taiwan

2000  B.S., National Chi Nan University, Taiwan

Publications (Selected)

1. Chen, Jing-Sian, and Wei-Ta Chu. "Contrastive Language-Trajectory Pretraining for Volleyball Trajectory Analysis." Proceedings of the 7th ACM International Conference on Multimedia in Asia. 2025.
2. Lu, Yi-Hsuan, and Wei-Ta Chu. "SuPACape: Graph-based Category-Agnostic Pose Estimation with Super-Category and Pose Adaptivity." Proceedings of the 7th ACM International Conference on Multimedia in Asia. 2025.
3. Lai, Yu-Chen, and Wei-Ta Chu. "ALSA-UAD: Unsupervised anomaly detection on histopathology images using adversarial learning and simulated anomaly." Journal of Visual Communication and Image Representation (2025): 104601.
4. Huang, Yu-Yuan, and Wei-Ta Chu. "Learnable context in multiple instance learning for whole slide image classification and segmentation." Journal of Imaging Informatics in Medicine 38.4 (2025): 2322-2336.
5. Whang, Guan-Zhang, and Wei-Ta Chu. "Intersection-based ensemble for small multi-object tracking in challenging environments." 2025 19th International Conference on Machine Vision and Applications (MVA). IEEE, 2025.
6. Kondo, Yuki, et al. "Mva 2025 small multi-object tracking for spotting birds challenge: Dataset, methods, and results." 2025 19th International Conference on Machine Vision and Applications (MVA). IEEE, 2025.
7. Liu, Shih-Wen, et al. "Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning." arXiv preprint arXiv:2506.17645 (2025).
8. Chen, Jia-Yi, and Wei-Ta Chu. "Multimodal Fusion for Dementia Detection using Voice and Facial Features." 2025 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 2025.
9. Li, Zong-Lin, and Wei-Ta Chu. "MapLlama: A Two-Stage Approach for Map Question Answering Using a Fine-tuned Large Language Model." 2025 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 2025.
10. Chu, Wei-Ta, Chih-Ya Shen, and Hong-Han Shuai, eds. Technologies and Applications of Artificial Intelligence: 29th International Conference, TAAI 2024, Hsinchu, Taiwan, December 6–7, 2024, Proceedings, Part I. Vol. 2414. Springer Nature, 2025.
11. Ide, Ichiro, et al., eds. MultiMedia Modeling: 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8–10, 2025, Proceedings, Part IV. Vol. 15523. Springer Nature, 2025.
12. Wu, Hung-Yu, et al. "Deep learning in the advanced core sample porosity determination with XCT image." Earth Science Informatics 18.1 (2025): 17.
13. Chen, Liang-Chia, and Wei-Ta Chu. "HCV: Lightweight Hybrid CNN-Vision Transformer for Visual Object Tracking." International Conference on Multimedia Modeling. Singapore: Springer Nature Singapore, 2024.
14. Tan, Cheng-Kang, and Wei-Ta Chu. "CS-HOI: Human Object Interaction Detection Enhanced by Common Sense." Proceedings of the 6th ACM International Conference on Multimedia in Asia. 2024.
15. Wu, Guan-Yu, and Wei-Ta Chu. "Incremental Few-Shot Object Detection by Leveraging External Information from Large Multimodal Models." Proceedings of the 6th ACM International Conference on Multimedia in Asia. 2024.

Profile Details

https://mmcv.csie.ncku.edu.tw/~wtchu/
https://scholar.google.com/citations?hl=en&user=DcltNjQAAAAJ&view_op=list_works&sortby=pubdate
https://www.researchgate.net/profile/Wei-Ta-Chu

WoS Researcher ID: AAE-8471-2022