師資

曾繁勛

Fan-Hsun Tseng

副教授

聯絡方式

資訊系 / 資訊所 / AI學程

  資訊系館1F 4205B室

  06-2757575 ext 62552

[email protected]

  行動通訊網路實驗室

      (資訊系館新大樓10F 65A04室)

  個人網站

teacher

專長及研究領域

聯邦學習、可重構智慧表面、智慧反射面

學歷

臺灣 \ 國立中央大學 \ 資訊工程學系 \ 博士(2010 ~ 2016)

經歷

國立臺灣師範大學 \ 科技應用與人力資源發展學系 \ 助理教授 (2018 ~ 2021)

國立東華大學 \ 電機工程學系 \ 博士後研究 (2017 ~ 2018)

英屬哥倫比亞大學 \ 電機與電腦工程 \ 訪問博士生 (2015 ~ 2015)

榮譽及獲獎

  1. (2025.07) 潘文淵文教基金會考察研究獎助金
  2. (2025.03) 中國青年救國團114年輕年獎章(學術拔萃類)
  3. (2024.10) 中國電機工程學會優秀青年電機工程師獎
  4. (2022.12) 臺綜大系統2022年輕學者創新研發成果選拔佳作獎
  5. (2021.12) 中華民國資訊學會2021李國鼎青年研究獎
  6. (2021.08) IEEE Senior Member 
  7. (2021.11) IEEE Tainan Section, Best Young Professional Member Award
  8. (2020.08) 中華民國電腦學會傑出青年獎
  9. (2018.05) 科技部年輕學者養成計畫

著作

Refered Papers

  1. Min-Yan Tsai, Jiang-Yi Zeng, Chia-Mu Yu, and Fan-Hsun Tseng*, "Finding Optimizations for Trading Using Search Economy Algorithms," IEEE Transactions on Computational Social Systems, Early Access, June 2025. (*Corresponding author)
  2. Jiang-Yi Zeng, Fan-Hsun Tseng, and Chee Wei Tan, "Physical Adversarial Example in Car Plate Recognition Systems based on SA Algorithm," IEEE Consumer Electronics Magazine, vol. 14, no. 3, pp. 87-93, May 2025.
  3. Fan-Hsun Tseng, Hao-Kai Hong, Chi-Yuan Chen, and Hsin-Hung Cho, "Ring-based Planning Approach for Intelligent Reflecting Surface in 6G Networks," IEEE Access, vol. 13, pp. 64890-64900, April 2025.
  4. Yao-Hsin Chou, Chien-Ming Chen, Yun-Ting Lai, Shu-Yu Kuo, Yu-Chi Jiang, and Fan-Hsun Tseng*, "Enhancing Aluminum Extrusion Quality via AI-Driven Temperature Prediction in Cyberphysical Systems for Industry 4.0," IT Professional, vol. 26, no. 5, pp. 47-54, Sept.-Oct. 2024. (*Corresponding author)
  5. Fan-Hsun Tseng, Jiang-Yi Zeng, Hsin-Hung Cho, Kuo-Hui Yeh, and Chi-Yuan Chen, "Detecting Adversarial Examples of Fake News via the Neurons Activation State," IEEE Transactions on Computational Social Systems, vol. 11, no. 4, pp. 5199-5209, Aug. 2024.
  6. Fan-Hsun Tseng*, Yu-Jung Hsieh, "Delanalty Minimization with Reinforcement Learning in UAV-Aided Mobile Network," IEEE Transactions on Computational Social Systems, vol. 11, no. 2, pp. 1991-2001, Apr. 2024. (*Corresponding author)
  7. Fan-Hsun Tseng, Jiang-Yi Zeng, Chi-Yuan Chen, and Hsin-Hung Cho, "Effective Adversarial Examples Detection Improves Screw Detection in Dust Pollution within Industry System," IEEE Transactions on Consumer Electronics, vol. 70, no. 1, pp. 1963-1971, Feb. 2024.
  8. Fan-Hsun Tseng, Kuo-Hui Yeh, Fan-Yi Kao, and Chi-Yuan Chen, "MiniNet: Dense Squeeze with Depthwise Separable Convolutions for Image Classification in Resource-constrained Autonomous Systems," ISA Transactions, vol. 132, pp. 120-130, Jan. 2023.
  9. Shu-Yu Kuo, Kuo-Chun Tseng, Yao-Hsin Chou, and Fan-Hsun Tseng*, "Quantum Oblivious Transfer with Reusable Bell State," Computers, Materials & Continua, vol. 74, no. 1, pp. 915-932, 2023. (*Corresponding author)
  10. Fan-Hsun Tseng, Yu-Shan Liang, Yen-Wu Ti, and Chia-Mu Yu, "Intelligent Reflecting Surface‐aided Network Planning," IET Communications, vol. 16, no. 20, pp. 2406-2413, Dec. 2022.
  11. Fan-Hsun Tseng, Yen-Pin Cheng, Yu Wang, and Hung-Yue Suen, "Real-time Facial Expression Recognition via Dense and Squeeze-and-Excitation Blocks," Human-centric Computing and Information Sciences, vol. 12, no. 39, pp. 1-14, Aug. 2022.

Conference Papers

國際會議

  1. Fan-Hsun Tseng and Yi-Cen Chen, "Resolving Data Heterogeneity Through Personalized Federated Learning With Global Calibration," IEEE Conference on Computer Communications (INFOCOM) The 2nd Workshop on Integrating Edge Intelligence and Large Model in Next Generation Networks (IEILM), London, United Kingdom, May 19, 2025.
  2. Wei-Kai Lai, Hsin-Hung Cho, Fan-Hsun Tseng, Chi-Yuan Chen, and Jiang-Yi Zeng, "Forced Breeding Evolution for Numerical Optimization," IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2024), Sarawak, Malaysia, October 6-10, 2024.
  3. Fan-Hsun Tseng and Yu-Teng Lai, "SHFL: Selective Hierarchical Federated Learning for Non-IID Data Distribution," The 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), Singapore, June 24-27, 2024.
  4. Fan-Hsun Tseng, Chin-Hung Liu, Hsin-Hung Cho, and Chi-Yuan Chen, "Irregular Element Selection for Intelligent Reflecting Surface with Mutual Coupling," The 2024 IEEE 99th Vehicular Technology Conference (VTC2024-Spring), Singapore, June 24-27, 2024.
  5. Fan-Hsun Tseng and Yu-Hsiang Huang, "FedBF16-Dynamic: Communication-Efficient Federated Learning with Adaptive Transmission," IEEE Conference on Computer Communications (INFOCOM) Workshop on Integrating Edge Intelligence and Large Model in Next Generation Networks (IEILM), Vancouver, Canada, May 20, 2024.
  6. Fan-Hsun Tseng, Tung-Yi Wu, I-Lung Chang, Chia-Chen Hsu, and Yi-Cen Chen, "Instant Messaging Application for 5G Core Network," The 14th EAI International Conference on Bio-inspired Information and Communications Technologies (BICT 2023), Okinawa, Japan, Apr. 11-12, 2023, pp. 110-121.
  7. Hao-Kai Hong and Fan-Hsun Tseng, "Ring-based Intelligent Reflecting Surface Placement for 5G and Beyond," The 27th IEEE Symposium on Computers and Communications (ISCC 2022), Rhodes, Greece, June 30 - July 2, 2022.
  8. Fan-Hsun Tseng, Li-Der Chou, Chi-Yuan Chen, and Han-Chieh Chao, "An Efficient Cost Performance Placement of Macro Sites and Small Cells under Restricted Topology," The 13th EAI International Conference on Bio-inspired Information and Communications Technologies (BICT 2021), Osaka, Japan, Sep. 1-2, 2021, pp. 15-25.

研究計劃

科技部計劃

計畫名稱起迄日期補助單位
高效通訊與拓樸在階層式聯邦學習之非獨立同分布資料2025 ~ 2028國科會
不規則智慧反射面之元件選擇與雙反射邁向6G2024 ~ 2027國科會
聯邦學習之智慧邊緣邁向升級版第五代行動網路2022 ~ 2025國科會
智慧邊緣快取與路徑規劃在無人飛行載具輔助之第五代行動網路2021 ~ 2022科技部
可解釋的人工智慧細菌通訊在行動邊緣運算2018 ~ 2021科技部

指導學生情況