Projects per year
Personal profile
Personal profile
Siqi Huang (黄思奇) is an Assistant Professor in the School of AI and Advanced Computing at XJTLU Entrepreneur College (Taicang). He received his Ph.D. in Electrical Engineering at The University of North Carolina at Charlotte in 2022, and BEng in Software Engineering from Sun Yat-sen University in 2015.His research interests include AI-driven video streaming system optimization; energy and latency analysis and optimization of AI (DNN) models on mobile devices (TinyML); real-time HD map generation and updates for autonomous driving and software OTA update services for autonomous vehicles; mobile edge computing with embedded AI devices; mobile AR/VR and human-computer interaction system. Please feel free to contact him for any research collaboration opportunities.Office hour: D5028 Monday 9:30-11:30
Education/Academic qualification
BEng, Sun Yat-sen University 2015
PhD, University of North Carolina at Charlotte 2022
Person Types
- Staff
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy
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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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TDF/EASE Fund: TDF/EASE-focused project: A Pilot Interdisciplinary Programme - BEng Smart City and Spatial Planning
Chen, B. (PI), Chung, H.-C. (CoPI), Ren, Y. (CoPI), Lee, J. H. (CoI), Chen, Q. (CoPI), Huang, S. (CoI), Wang, X. (CoI), Li, J. (CoPI), Zou, Y. (CoI) & Zhang, X. (CoI)
4/05/26 → 16/10/26
Project: Internal Research Project
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CoESE: Beyond Boundaries: Syntegrating Capstone, FYP, and Industry Innovations
Lo, J. (PI), King, A. (Team member), He, T. (Team member), Xun, J. (Team member), Zenchenkov, M. (Team member), Tan, A. H. P. (Team member), Zhu, F. (Team member), Huang, S. (Team member), Huang, S. (Team member), Xiong, L. (Team member), Vasquez Gomez, J. C. (Team member), Ateeq, M. (Team member), Liu, J. (Team member), Lau, T. C. (Team member) & Zhao, Y. (Team member)
1/09/24 → 31/08/26
Project: Internal Research Project
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Research and application of computer-aided quantitative analysis system for multi-type digital pathological images
Liu, J. (PI), Meng, J. (Team member), Wang, W. (Team member), Liu, H. (Team member), Huang, S. (Team member), Zhang, Z. (Team member), Gong, H. (Team member), Wang, S. (Team member) & Shen, L. (Team member)
1/07/23 → 30/06/26
Project: Governmental Research Project
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MoE Industry-Academia Collaboration Cooperative Education Program - AI Project Design and Implementation Based on Edge Computing
Liu, H. (PI), Li, H. (Team member), Liu, J. (Team member) & Huang, S. (Team member)
1/12/23 → 30/11/24
Project: Other
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Suzhou Multimodal Big Data Innovation Application Lab
Li, H. (PI), Stefanidis, A. (Team member), Su, J. (Team member), Xu, P. (Team member), Liu, H. (Team member), Liu, J. (Team member), Zhao, S. (Team member), Liu, H. (Team member), Huang, S. (Team member), Chen, Q. (Team member), Zhao, Y. (Team member), Zeng, Y. (Team member), Shen, F. (Team member), Sun, N. (Team member) & Lv, Y. (Team member)
1/09/23 → 31/08/25
Project: Governmental Research Project
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CTLane: An end-to-end lane detector by a CNN transformer and fusion decoder for edge computing
Zhou, M., Zhu, G., Feng, Z., Lian, H. & Huang, S., 25 Jun 2025, In: ITU Journal on Future and Evolving Technologies. p. 149-161 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile1175 Downloads (Pure) -
A Dataset and Model for Realistic License Plate Deblurring
Gong, H., Feng, Y., Zhang, Z., Hou, X., Liu, J., Huang, S. & Liu, H., Aug 2024, Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI-24). Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 776-784 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
1 Citation (Scopus) -
A Kalman Filtering and Least Absolute Residuals based Time Series Data Reconstruction Strategy for Structural Health Monitoring
Hu, H. & Huang, S., 2024, 2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 10th World Forum on Internet of Things, WF-IoT 2024).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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Data-Driven Maturity Level Evaluation for Cardiomyocytes Derived from Human Pluripotent Stem Cells (Invited Paper)
Hong, Y., Huang, X., Li, F., Huang, S., Weng, Q., Fraidenraich, D. & Voiculescu, I., Dec 2024, In: Electronics (Switzerland). 13, 24, 4985.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
A Cloud Computing Based Deep Compression Framework for UHD Video Delivery
Huang, S., Xie, J. & Muslam, M. M. A., 1 Apr 2023, In: IEEE Transactions on Cloud Computing. 11, 2, p. 1562-1574 13 p.Research output: Contribution to journal › Article › peer-review
16 Citations (Scopus)