王勝德教授的個人資料 - Profile of Sheng-De Wang

王勝德 Sheng-De Wang

國立臺灣大學電機工程學系 教授
Professor, Department of Electrical Engineering, National Taiwan University

主要研究領域:

嵌入式系統，網路及雲端計算，物聯網資料分析，深度學習模型優化、應用與簡化

Major Research Areas:

Embedded Systems, Network and Cloud Computing, IoT Data Analysis, Deep Learning Model Optimization, Design and Applications

研究領域摘要:

王勝德教授的研究方向包括：嵌入式系統(Embedded  Systems)、雲端計算、深度學習模型設計與最佳化、以及物聯網資料分析。嵌入式系統的研究主題包含省電的軟硬體共同設計，嵌入式Linux作業系統的應用等;雲端計算目的在研究網際網路 (Internet) 上的計算系統與儲存系統，提供安全可延展的服務。深度學習模型優化和設計的方法包括使用神經架構搜索 (NAS) 和模型修剪。

 

 

Research Summary:

The main research interests of Professor Sheng-De Wang are on the design and analysis of embedded systems, cloud computing, Optimization and Refinements of Deep Learning Models,  and IoT Data Analysis. Research topics on embedded systems include power-aware hardware/software codesign and applications of embedded Linux operating systems. Cloud computing tries to virtualize the resources of computing and storage in the Internet such that it can provide secure and scalable services. Approaches of Deep Learning Models Optimization and Design include using Neural Architecture Search (NAS) and Model Pruning.

Photo of Sheng-De Wang

代表性著作 Selected Publication

  1. Yeong-Sheng Chen, Der-Jiunn Deng, Yu-Ming Hsu and Sheng-De Wang, “Efficient uplink scheduling policy for variable bit rate traffic in IEEE 802.16 BWA systems,” International Journal of Communication Systems, Volume 25, Issue 6, pages 734–748, Jun. 2012
  2. C. H. Liu, Y. F. Chung, T. S. Chen, and S. D. Wang, “An ID-based access control in a hierarchical key management for mobile agent,” International Journal of Innovative Computing, Information and Control, Vol.7, No.3, pp. 1443-1456, Mar. 2011
  3. C. H. Liu, Y. F. Chung, T. S. Chen and S. D. Wang, “The Design of ID-Based Access Control System with Time-Sensitive key for Mobile Agent’s Migration,” International Journal of Innovative Computing, Information and Control, Vol.7, No.12,, pp. 7077-7090, 2011
  4. Yi-Chih Liu and Sheng-De Wang, “A virtual teleconferencing system based on face detection and 3D animation in a low-bandwidth environment,” International Journal of Imaging Systems and Technology, Volume 20, Issue 4, pages 323–332, Dec. 2010
  5. Ching-Fu Kung and Sheng-De Wang, “Computer Network Packet Classification Method and System based on a Nonoverlapping Rule Group Encoding Scheme,” 美國, US7792120B2, Sept. 2010
  6. Cheng-Juei Yu, Yi-Hsin Wu, and Sheng-De Wang, “An in-place search algorithm for the resource constrained scheduling problem during high-level synthesis,” ACM Transactions on Design Automation of Electronic Systems, Vol. 15, No. 4, pp. 1-13, Sept. 2010
  7. Chang-Ching Yang, Chen-Mou Cheng, and Sheng-De Wang, “Two-phase Pattern Matching for Regular Expressions in Intrusion Detection Systems,” Journal of Information Science and Engineering, Vol. 26 No. 5, pp. 1563-1582, Sept. 2010
  8. Chang-Chih Hsieh and Sheng-De Wang, “Two-stage Computer Network packet Classification Method and System,” 美國, US7782868B2, Aug. 2010
  9. Shang-Feng Chiang, Kuo Chiang, and Ruo-Jian Yu, and Sheng-De Wang, “Scalable Index and Data Management for Unstructured Peer-to-Peer Networks,” Handbook of Research on Scalable Computing Technologies, IGI Global, Hershey, Pennsylvania, pp. 123-139, 2010
  10. Kuo-Ping Wu and Sheng-De Wang,, “ "Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space,",” Pattern Recognition, Vol. 42 , No. 5,, pp. 710-717, May 2009
  11. Y.-H. Wu, C.-J. Yu, and S.-D. Wang, “Heuristic algorithm for the resource-constrained scheduling problem during high-level synthesis,” IET Computers & Digital Techniques, Volume 3, Issue 1, 43-51, Jan. 2009
  12. Hau-Han Wang and Sheng-De Wang, “The Modified Grid Location Service for Mobile Ad-Hoc Networks,” Grid and Pervasive Computing 2007, LNCS 4459, pp. 334–347,, Paris, France, May 2007
  13. Zheng-Yi Huang and Sheng-De Wang, “A dependable outbound bandwidth based approach for peer to peer media streaming,” IEEE 12th Pacific Rim International Symposium on Dependable Computing, pp. 221-229, Riverside, California, USA, Dec. 2006
  14. Jian-Feng Huang, Sheng-Yan Chuang, and Sheng-De Wang, “Transmission Range Designation Broadcasting Methods for Wireless Ad Hoc Networks,” The 3rd International Conference on Ubiquitous Intelligence and Computing, 312-321, Wuhan, China, Sept. 2006
  15. Kuang-Han Fei, Sheng-Yan Chuang and Sheng-De Wang, “A Power-Aware Routing Protocol Using Multi-Route Transmission for Mobile Ad Hoc Networks,” Emerging Directions in Embedded and Ubiquitous Computing, LNCS Volume 4097, pp. 540-549, Aug. 2006
  16. Kuo-Ping Wu and Sheng-De Wang, “Choosing the Kernel parameters of Support Vector Machines According to the Inter-cluster Distance,” IEEE World Congress on Computational Intelligence, International Joint Conference on Neural Networks, Vancouva, Canada, Jul. 2006
  17. Y -C. Huang, S. –Y. Chuang and S. –D. Wang, “A Dynamic Node Degree Management Scheme for Energy-efficient Routing Protocols in Wireless Ad Hoc Networks,” International Conferences on Parallel and Distributed Systems, Workshop on Parallel and Distributed Embedded Systems (PDES'2005), Japan, Jul. 2005
  18. I. -T. Hsu, Z. -Y. Huang, and S. -D. Wang, “Dynamic Scheduling Methods for Computational Grid Environments,” International Conferences on Parallel and Distributed Systems, Japan, Jul. 2005
  19. Tai-Ning Yang and Sheng-De Wang,, “Competitive algorithms for the clustering of noisy data,” Fuzzy Sets and Systems, Volume: 141, Issue: 2, pp. 281-299, 2004