Projects per year
Personal profile
Experience
2010~2015 Ph. D ,Institute of Communication Engineering, National Taiwan University
2015.8~2016.7 Research Center for Information Technology Innovation, Academia Sinica
2016,Conference on Technologies and Applications of Artificial Intelligence (TAAI)
2016,International Joint Conferences on Artificial Intelligence (IJCAI)
2017,International Conference on Information, Process, and Knowledge Management (eKNOW)
2017~2018 NST-ITCOM
2017 Workshop on Big Data Analytics for Enhancing Public Transport
2017,Conference on Technologies and Applications of Artificial Intelligence
2018 Pacific Asia Knowledge Discovery and Data Mining (PAKDD)
2018 IEEE Global Communications Conference (Globecom),
2018 IEEE International Conference on Visual Communications and Image Processing
2019 AAAI Conference on Artificial Intelligence (AAAI)
Research Interests
Big Data Analytics, Social Network Analysis, Data Mining, Multimedia Processing
Education/Academic qualification
PhD, Communication Engineering, National Taiwan University
External positions
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Collaborations and top research areas from the last five years
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Projects
- 10 Finished
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Self-supervised Learning for Object Tracking
Shuai, H.-H. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Self-supervised Learning for Object Tracking
Shuai, H.-H. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Self-supervised Learning for Object Tracking
Shuai, H.-H. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Deep Sensing And Situational Understanding In Self-driving Cars
Shuai, H.-H. (PI)
1/06/20 → 31/05/21
Project: Government Ministry › Other Government Ministry Institute
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Artificial Intelligence Application Research: Assembly Data Analytics and Quality Prediction for Machine Tools
Shuai, H.-H. (PI)
1/11/19 → 31/10/20
Project: Government Ministry › Other Government Ministry Institute
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Automated Pressure Injury Assessment and Documentation Generation Using Vision-Language Model
Chang, C. Y., Shen, Y. T., Lien, W. S., Chen, C. H. & Shuai, H. H., 7 Aug 2025, MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. Househ, M. S., Househ, M. S., Tariq, Z. U. A., Al-Zubaidi, M., Shah, U. & Huesing, E. (eds.). IOS Press BV, p. 921-925 5 p. (Studies in Health Technology and Informatics; vol. 329).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Capture Concept Through Comparison: Vision-and-Language Representation Learning with Intrinsic Information Mining
Song, Y. Z., Chen, Y. S., Lin, T. L., Liu, B., Fu, J. & Shuai, H. H., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 220-238 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15474 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Color Me Correctly: Bridging Perceptual Color Spaces and Text Embeddings for Improved Diffusion Generation
Tsai, S. L., Huang, B. L., Shen, Y. T., Yeo, C. Y., Tseng, C., Ruan, B. K., Lien, W. S. & Shuai, H. H., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 10074-10082 9 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Compressing Deep Neural Networks with Goal-Specific Pruning and Self-Distillation
Chen, F. Y., Hsu, Y. J., Lu, C. H., Shuai, H. H., Yeh, L. Y. & Shen, C. Y., 9 May 2025, In: ACM Transactions on Knowledge Discovery from Data. 19, 4, 91.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation
Zhang, R., Wen, B., Xie, H., Yao, Y., Zuo, S., Jiang-Lin, J. Y., Shuai, H. H. & Cheng, W. H., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 7854-7863 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access