Faculty

陳奇業

Chi-Yeh Chen

副教授

Contact Info.

資訊系 / 資訊所 / AI學程 / 醫資所

  資訊系館新大樓12F 65C07室

  06-2757575 ext 62555

  chency@mail.csie.ncku.edu.tw

  高速計算及智慧視覺系統實驗室

      (資訊系館新大樓9F 65901室)

teacher

Research Interests

高效能平行與分散式計算、演算法、智慧醫療、圖形理論

School Record

臺灣 \ 國立成功大學 \ 資訊工程研究所 \ 博士(2007 ~ 2012)

Record

國立成功大學 \ 資訊工程學系 \副教授 (2024 ~ now)

國立成功大學 \ 資訊工程學系 \ 助理教授 (2020 ~ 2024)

國立成功大學 \ 資訊工程學系 \ 副研究員 (2018 ~ 2020)

國立成功大學 \ 資訊工程學系 \ 助理研究員 (2013 ~ 2018)

國立成功大學 \ 資訊工程學系 \ 博士後研究員 (2013 ~ 2013)

Honor & Awards

  1. Associate Editor of “Journal of the Chinese Institute of Engineers,” https://www.tandfonline.com/journals/tcie20
  2. 第二十屆國家新創獎
  3. 2022 演算法與計算理論學會最佳期刊論文獎， 得獎論文: Chi-Yeh Chen and Sun-Yuan Hsieh, "An improved algorithm for the Steiner tree problem with bounded edge-length" Journal of Computer and System Sciences, vol. 123, February 2022, Pages 20-36
  4. Guest Editor of “Algorithmica,” 2022
  5. 2021 演算法與計算理論學會最佳期刊論文獎， 得獎論文: Chi-Yeh Chen, Sun-Yuan Hsieh, Hoang-Oanh Le, Van Bang Le, and Sheng-Lung Peng "Matching cut in graphs with large minimum degree" Algorithmica 83, 12
  6. Editor of “COCOON 2021: International Computing and Combinatorics Conference 2021,” https://link.springer.com/book/10.1007/978-3-030-89543-3, 2021/10
  7. 第十六屆國家新創獎


Publications

Accepted Papers to be Published


Refered Papers

  1. Wing-Sing Cheung, Min-Hsuan You, Si-Yao Syu, Yu-Hsun Chou*, and Chi-Yeh Chen*, " Advancing Semantic Segmentation of Two-Dimensional Materials Using a Semantic-Adaptive Transformer Model," Applied Physics Letters, 23 September 2024; 125 (13): 133102. MOST 111-2221-E-006 -125 -MY2. 
  2. Chi-Yeh Chen*, "Efficient Approximation Algorithms for Scheduling Coflows With Precedence Constraints in Identical Parallel Networks to Minimize Weighted Completion Time," IEEE Transactions on Services Computing, vol. 17, no. 5, pp. 2349-2364, Sept.-Oct. 2024. MOST 111-2221-E-006 -125 -MY2.
  3. Chi-Yeh Chen*, "Efficient Approximation Algorithms for Scheduling Coflows With Total Weighted Completion Time in Identical Parallel Networks," IEEE Transactions on Cloud Computing, Jan.-Mar. 2024, pp. 116-129, vol. 12. MOST 111-2221-E-006 -125 -MY2.
  4. Chi-Yeh Chen*, "Scheduling Coflows for Minimizing the Total Weighted Completion Time in Heterogeneous Parallel Networks," Journal of Parallel and Distributed Computing, Volume 182, December 2023, 104752. MOST 111-2221-E-006 -125 -MY2.
  5. Min-Hsin Huang, Chi-Yeh Chen, Ming-Huwi Horng, Chung-I Li, I-Lin Hsu, Che-Min Su, Yung-Nien Sun, Chao-Han Lai, "Validation of a deep learning-based automatic detection algorithm for measurement of endotracheal tube to carina distance on chest radiographs" Anesthesiology. 2022 Sep 21.
  6. Liang-Kai Mao, Min-Hsin Huang, Chao-Han Lai, Yung-Nien Sun, and Chi-Yeh Chen*, "Detecting Endotracheal Tube and Carina on Portable Supine Chest Radiographs using One-Stage Detector with a Coarse-To-Fine Attention" Diagnostics. 2022; 12(8):1913.MOST 111-2221-E-006 -125 -MY2
  7. Chi-Yeh Chen* and Sun-Yuan Hsieh, "An improved algorithm for the Steiner tree problem with bounded edge-length" Journal of Computer and System Sciences, vol. 123, February 2022, Pages 20-36 MOST 105-2221-E-006-195 -. SCI [2022 演算法與計算理論學會最佳期刊論文獎]
  8. Chi-Yeh Chen, Sun-Yuan Hsieh, Hoang-Oanh Le, Van Bang Le, and Sheng-Lung Peng, "Matching cut in graphs with large minimum degree" Algorithmica 83, 1238–1255 (2021) [2021 演算法與計算理論學會最佳期刊論文獎]
  9. Pei-Yin Tsai, Ching-Hui Hung, Chi-Yeh Chen*, Yung-Nien Sun, "Automatic Fetal Middle Sagittal Plane Detection in Ultrasound using Generative Adversarial Network" Diagnostics, 2020, 11(1), 21.
  10. Chi-Yeh Chen*, "Divisible Nonlinear Load Distribution on Complete b-Ary Trees" IEEE Transactions on Aerospace and Electronic Systems, vol. 56, no. 2, pp. 998 – 1013, April 2020. SCI. MOST 104-2221-E-006-076 and MOST 107-2221-E-006-090
  11. Chi-Yeh Chen* and Sun-Yuan Hsieh, "An Efficient Approximation Algorithm for the Steiner Tree Problem" Complexity and Approximation, Lecture Notes in Computer Science book series LNCS 12000, pp. 238-251, February 2020. SCI
  12. Chi-Yeh Chen*, "An Improved Approximation for Scheduling Malleable Tasks with Precedence Constraints via Iterative Method" IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 9, pp. 1937 – 1946, Sept. 2018. SCI. MOST 106-2221-E-006-006
  13. Chi-Yeh Chen*, and Chih-Ping Chu, "Divisible Non-linear Load Distribution on Heterogeneous Single-Level Trees" IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 4, pp. 1664 – 1678, Aug. 2018. SCI. MOST 106-2221-E-006-006
  14. Chi-Yeh Chen*, "Task Scheduling for Maximizing Performance and Reliability Considering Fault Recovery in Heterogeneous Distributed Systems" IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 2, pp. 521 – 532, Feb. 2016. SCI.
  15. Chi-Yeh Chen*, and Chih-Ping Chu, "A Novel Computational Model for Non-linear Divisible Loads on a Linear Network" IEEE Transactions on Computers, vol. 65, no. 1, pp.53 – 65, Jan. 2016. SCI.
  16. Chi-Yeh Chen*, and Chih-Ping Chu, "Novel Methods for Divisible Load Distribution with Start-up Costs on a Complete b-Ary Tree" IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 10, pp.2836 – 2848, Oct. 2015. SCI. MOST 102-2218-E-006-015-MY2
  17. Chi-Yeh Chen*, and Chih-Ping Chu, "A 3.42-Approximation Algorithm for Scheduling Malleable Tasks under Precedence Constraints" IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 8, pp. 1479 – 1488, Aug. 2013. SCI.
  18. Yeim-Kuan Chang, Jia-Hwa Wu, Chi-Yeh Chen, and Chih-Ping Chu, "Improved methods for divisible load distribution on k-dimensional meshes using multi-installment" IEEE Transactions on Parallel and Distributed Systems, vol. 18, no. 11, pp. 1618 – 1629, Nov. 2007. SCI.

Projects

National Science Council Projects

計畫名稱起迄日期補助單位
在平行網路中Coflows排程之研究
2022 ~ 2024科技部
在資源共享網路中可分割負載分佈之研究
2021 ~ 2022科技部
在雲端環境下資源分配獲益最佳化之研究2020 ~ 2021科技部
在網狀網路下分佈可分割負載之研究2019 ~ 2020科技部
在多伺服器中資源分配與任務排程問題之研究2018 ~ 2019科技部
在平行機器上最小化系統忙碌時間之排程演算法研究2017 ~ 2018科技部
在單躍點多頻道系統最小化平均等待時間之訊息排程演算法研究2016 ~ 2017科技部
非線性可分割負載分佈方法在線性與完整b 元樹狀網路之研究2015 ~ 2016科技部
在完整b 元樹狀網路下可分割負載分佈之高效能演算法研究2013 ~ 2015科技部

General Projects

計畫名稱起迄日期補助單位
虛實影像坐標對位技術研究與C-arm 影像強化技術開發2018 ~ 2018金屬工業研究發展中心