Siwang Zhou (周四望)
Scholar

Siwang Zhou (周四望)

Google Scholar ID: PQPUL7cAAAAJ
Hunan University
Image compressed sensingDeep learningData processing for Internet of things
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,146
 
H-index
17
 
i10-index
23
 
Publications
20
 
Co-authors
0
 
Resume
Academic Achievements
  • Published multiple research papers in important academic journals both domestically and internationally.
  • Authored the academic monograph 'Wavelet Methods in Wireless Sensor Networks'.
  • Recipient of the Ministry of Education's 'New Century Excellent Talent Support Program'.
  • Recognized as a young backbone teacher in Hunan Province.
  • Recent research papers (first author/corresponding author*):
  • 1. J. Peng, S. Zhou*, C. Li, Y. Li, and D. Chen. Mitigating Delivery Artifacts in Real-World Video Super-Resolution, the 33rd ACM International Conference on Multimedia (MM), 2025
  • 2. J. Li and S. Zhou*. Block-Based Multi-Scale Image Rescaling, the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
  • 3. Y. Li, S. Zhou*, L. Ouyang, J. Liu, and D. Tang. GFPNet: Generalizable Face Privacy Network with Dynamic Defense Training, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2025
  • 4. S. Zhou, X. Zhang, Y. Liu, H. Jiang, and K. Li. Decentralized and Compressed Data Storage for Mobile Crowdsensing, IEEE Transactions on Mobile Computing (TMC), 23(5): 4694-4708, 2024
  • 5. J. Peng, S. Zhou*, L. Ouyang, X. Liu. Volatility-Based Diversity Awareness for Distributed Data Storage of Mobile Crowd Sensing, Computer Networks, 248: 110466, 2024
  • 6. X. Liu, S. Zhou*, J. Peng, W. Zhang, D. Tang, and K. Li. Stopping Criteria for Distributed Data Storage in Compressive Crowdsensing Systems, IEEE Internet of Things Journal (IOTJ), 11(7): 11767-11778, 2024
  • 7. X. Liu, S. Zhou*, J. Peng, J. Yu, Y. He, and W. Zhang. Adaptive Sampling Allocation for Distributed Data Storage in Compressive Crowdsensing, IEEE Internet of Things Journal (IOTJ), 11(7): 12022-12032, 2024
  • 8. W. Gao and S. Zhou*. Privacy-Preserving for Dynamic Real-Time Published Data Streams Based on Local Differential Privacy, IEEE Internet of Things Journal (IOTJ), 11(8): 13551-13562, 2024
  • 9. X. Liu, S. Zhou*, J. Luo, J. Yu, and W. Zhang. Region-based compressive distributed storage in Mobile CrowdSensing, Future Generation Computer Systems, 158(2024) 200-209, 2024
  • 10. S. Zhou, X. Deng, C. Li, Y. Liu, and H. Jiang. Recognition-Oriented Image Compressive Sensing with Deep Learning, IEEE Transactions on Multimedia (TMM), 2023
  • 11. J. Peng, S. Zhou*, and X. Liu. Volatility-Based Measurements Allocation for Distributed Data Storage in Mobile Crowd Sensing, IEEE Systems Journal, 17(4): 6665-6675, 2023
  • 12. X. Liu, S. Zhou*, W. Zhang, T., and K. Li. Privacy-Preserving Truth Discovery for Collaborative-Cloud Encryption in Mobile Crowdsensing, IEEE System Journal, 17(3): 4990-5001, 2023
  • 13. S. Zhou, Y. Lian, D. Liu, H. Jiang, Y. Liu, and K. Li. Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing, ACM Transactions on Sensor Networks (TOSN), 18(2): Article 25, 2022
  • 14. D. Tang, S. Zhou*, H. Jiang, H. Chen, and Y. Liu. Gender-Adversarial Networks for Face Privacy Preserving, IEEE Internet of Things Journal (IOTJ), 9(18): 17568-17576, 2022
  • 15. S. Zhou, Y. He, Y. Liu, C. Li, and J. Zhang. Multi-Channel Deep Networks for Block-Based Image Compressive Sensing, IEEE Transactions on Multimedia (TMM), 23: 2627-2639, 2021
  • 16. W. Zhang, S. Zhou*, D. Peng, L. Yang, F. Li, and H. Yin. Understanding and Modeling of WiFi Signal based Indoor Privacy Protection, IEEE Internet of Things Journal (IOTJ), 2020
  • 17. S. Zhou, W. Zhang, D. Peng, Y. Liu, X. Liao, and H. Jiang. Adversarial WiFi Sensing for Privacy Preservation of Human Behaviors, IEEE Communications Letters, 2020
Research Experience
  • Currently a professor at the College of Information Science and Engineering, Hunan University, engaged in teaching and research.
Education
  • Received his bachelor's degree from Fudan University; master's degree from Xiangtan University; and Ph.D. from Hunan University; visiting scholar at Nanyang Technological University, Singapore.
Background
  • Ph.D., Professor, and Ph.D. Supervisor. Research interests include data processing for the Internet of Things, image processing, and deep learning.
Miscellany
  • Contact Address: No. 2 Lushan South Road, Yuelu District, Changsha City, Hunan Province, 410082, China
  • Affiliated Institution: Key Laboratory of Trusted Computing and Networking, Hunan Province
  • Department of Software Engineering