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Collaborations and top research areas from the last five years
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New Approaches to Combine Individual Training Losses for Machine Learning
Chang, M.-C. (PI), Chang, M.-C. (PI) & Lyu, S. (PI)
07/2/18 → …
Project: Research
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DATA DIVA: Data and Algorithms for Technical Assessment of DIVA
Chang, M.-C. (PI), Chang, M.-C. (PI) & Lyu, S. (CoPI)
Intelligence Advanced Research Projects Activity (IARPA)
04/18/18 → …
Project: Research
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Yard Locomotion Detection System Development (SOW #2)
Lyu, S. (CoPI) & Chang, M.-C. (PI)
General Electric Global Research
05/31/19 → 12/31/19
Project: Research
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BF-YOLOv7: Enhancing Helmet Rule Violation Detection
Tsai, C. M., Hsieh, J. W. & Chang, M. C., 2026, Advances and Trends in Artificial Intelligence. Theory and Applications - 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Proceedings. Fujita, H., Watanobe, Y., Ali, M. & Wang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 258-268 11 p. (Lecture Notes in Computer Science; vol. 15707 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Comprehensive Evaluation of Encrypted DNN Inference Methods
Ku, Y. T., Ho, M. C., Xiao, Y., Liu, F. H., Hsu, C. F., Chang, M. C., Hung, S. H. & Chen, W. C., 2025, ISCAS 2025 - IEEE International Symposium on Circuits and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations Using Semantic Significance
Chen, Y., Chang, M. C., Kirchner, M., Zhang, Z., Li, X., Basharat, A. & Hoogs, A., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 7659-7668 10 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
E4: Energy-Efficient DNN Inference for Edge Video Analytics Via Early Exiting and DVFS
Zhang, Z., Zhao, Y., Chang, M. C., Lin, C. & Liu, J., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 1 ed. Association for the Advancement of Artificial Intelligence, p. 1165-1173 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access4 Scopus citations -
Enhancing LLM Question Answering with RAG through Dense Vector Search and Re-Ranking
Yang, T. L., Liu, J. S., Tseng, Y. H., Jang, J. S., Chang, M. C. & Chen, W. C., 2025, In: Proceedings - IEEE International Conference on Advanced Video and Signal-Based Surveillance, AVSS. 2025Research output: Contribution to journal › Conference article › peer-review