• 國立臺中教育大學 資訊工程學系副教授 (2022/8 - 迄今)

• 國立臺中教育大學 計算機與網路中心資訊系統組長 (2022/8 - 迄今)

• 國立臺中教育大學 計算機與網路中心網路及行政組長 (2010/8 - 2013/7, 2020/8 - 2022/7)

• 國立臺中教育大學 資訊工程學系助理教授 (2008/2 - 2022/7)

• 國立交通大學資訊工程學系 博士後研究員 (2007/7 - 2008/1, 蔡德明教授實驗室)

• 國立交通大學資訊工程學系 博士 (2000/9 - 2007/4)(指導教授：陳正教授)

• 國立交通大學資訊工程學系 碩士班 (1999/9 - 2000/8, 研一後直攻博士)(指導教授：陳正教授)

• 國立交通大學資訊工程學系 學士 (1995/9 - 1999/6)

圖神經網路、圖計算、雲端運算

• Journal Paper

  • Y.H. Lee and S.J. Jian, “Effective Partitioning Mechanisms for Time-Evolving Graphs in the Flink System,” The Journal of Supercomputing, 77(11):12336-12354, Nov. 2021. https://doi.org/10.1107/s11227-021-03769-6. (SCIE)

  • W.C. Chung, T.L. Wu, Y.H. Lee, K.C. Huang, H.C. Hsiao, and K.C. Lai, “Minimizing Resource Waste in Heterogeneous Resource Allocation for Data Stream Processing on Clouds,” Applied Sciences 2021, 11(1), 149. https://dx.doi.org/10.3390/app11010149. (SCIE)

  • Y.H. Lee, K.C. Huang, C.H. Wu, Y.H. Kuo, and K.C. Lai, “A Framework for Proactive Resource Provisioning in IaaS Clouds,” Applied Sciences 2017, 7(8), 777. https://doi.org/10.3390/app7080777. (SCIE)

  • Y.H. Lee, K.C. Huang, M.R. Shieh, and K.C. Lai, “Distributed Resource Allocation in Federated Clouds,” The Journal of Supercomputing, 73(7):3196-3211, Jul. 2017. https://doi.org/10.1007/s11227-016-1918-1. (SCIE)

  • C.Y. Liu, K.C. Huang, Y.H. Lee, and K.C. Lai, “Efficient Resource Allocation Mechanism for Federated Clouds,” International Journal of Grid and High Performance Computing, 7(4):74-87, Oct. 2015.

  • Y.H. Lee and C. Chen, “An Efficient Code Generation Algorithm for Non- orthogonal DSP Architecture,” Journal of VLSI Signal Processing Systems, 47(3):281-296, Jun. 2007. (EI)

  • Y.H. Lee and C. Chen, “An Effective and Efficient Code Generation Algorithm for Uniform Loops on Non-orthogonal DSP Architecture,” Journal of Systems and Software, 80(3):410-428, Mar. 2007. (EI)

  • Y.H. Lee and C. Chen, “A Two-level Scheduling Method: An Effective Parallelizing Technique for Uniform Nested Loops on a DSP Multiprocessor,” Journal of Systems and Software, 75(1-2):155-170, Feb. 2005. (EI)

• Book Chapter

  • C.T.M. Choi and Y.H. Lee. A Review of Stimulating Strategies for Cochlear Implants, Cochlear Implant Research Updates, Cila Umat and Rinze Anthony Tange (Ed.), Intech Publishing, ISBN 978-953-51-0582-4, Apr. 2012: 77-90.

• Conference Paper (Selected)

  • C.C. Kao and Y.H. Lee, “Contrastive Self-supervised Learning for Graph Anomaly Detection based on Local Structural Pattern”, Proc. of International Conference on Applied System Innovation, pp. xxx-xxx, Tokyo, Japan, April 22-25, 2025.

  • Y.R. Tsai and Y.H. Lee, “Edge-based Graph Neural Networks for Network Intrusion Detection System”, Proc. of International Conference on Applied System Innovation, pp. xxx-xxx, Tokyo, Japan, April 22-25, 2025.

  • 黃竟維, 李宜軒, “基於圖注意力網路在預測Twitter推文轉推次數,” 2023 NCS全國計算機會議論文集, pp. 110-114, Taipei, Taiwan, Nov. 1-3, 2023.

  • S.Y. Hsu, Y.H. Lee, and J.W. Huang, “GNN-based Approach for User Retweet Behavior Prediction”, Proc. of International Conference on Applied System Innovation, pp. 178-180, Tokyo(Chiba), Japan, April 21-25, 2023.

  • C.T. Lo, Y.H. Lee, and J.H. Peng, “Real-time Retweet Count Prediction using GNN Model”, Proc. of International Conference on Applied System Innovation, pp. 181-183, Tokyo(Chiba), Japan, April 21-25, 2023.

  • 許新源, 李宜軒, “以圖神經網路預測Twitter的使用者轉推行為,” 2022年臺灣網際網路研討會 (Taiwan Academic Network Conference, TANET), Dec. 15-17, 2022. (Paper ID: 10203)

  • Y.J. Ku and Y.H. Lee, “A Graph Partitioning Approach for Dynamic Time Evolving Graphs,” Proc. of International Computer Symposium, Tainan, Taiwan, Dec. 17-19, 2020. (Paper ID: 176)

  • S.J. Jian and Y.H. Lee, “Incremental time-evolving graph partitioning mechanism on Flink system,” Proc. of Taiwan Conference on Software Engineering, pp. 138-142, Chaiyi, Taiwan, July 16-17, 2020. (Best English Paper)

  • J.Y. Jiang, Y.H. Lee, and K.C. Lai, “A Streaming Graph Partitioning Approach on Distributed Systems,” Proc. of International Conference on Engineering and Applied Science, pp. 229-237, Seoul, South Korea, July 17-19, 2018.

  • T.L. Wu, Y.H. Lee, K.C. Huang, and K.C. Lai, “Utilization-Aware Resource Allocation for Clouds with Heterogeneous Resources,” Proc. of International Conference on Engineering and Applied Science, pp. 179-189, Seoul, South Korea, July 17-19, 2018.

  • W.K. Huang, Y.H. Lee, K.C. Huang, and K.C. Lai, “Task Allocation for Heterogeneous Resources in Cloud Computing,” Proc. of International Conference on Engineering and Applied Science, pp. 190-199, Seoul, South Korea, July 17-19, 2018.

  • Y.H. Kuo, Y.H. Lee, K.C. Huang, and K.C. Lai, “Critical Task Scheduling for Data Stream Computing on Heterogeneous Clouds,” Proc. of the 6th International Conference on Frontier Computing, pp. 179-186, Osaka, Japan, July 12-14, 2017.

  • C.H. Wu, Y.H. Lee, K.C. Huang, and K.C. Lai, “A Framework for Proactive Resource Allocation in IaaS Clouds,” Proc. of the International Conference on Applied System Innovation, pp. 496-499, Sapporo, Japan, May 13-17, 2017. (First Prize Paper Award)

  • Y.H. Lee, K.C. Huang, and K.C. Lai, “Reactive Aggressive Resource Allocation Algorithm on Federated Clouds,” Proc. of International Conference on Internet Studies, Osaka, Japan, July 22-24, 2016.

  • Y.H. Lee, K.C. Huang, M.R. Shieh, and K.C. Lai, “Distributed Resource Allocation Approach on Federated Clouds,” Proc. of the 5th International Conference on Frontier Computing, pp. 261-269, Tokyo, Japan, July 13-15, 2016.

  • Y.H. Lee, Y.C. Lee, and C.T.M. Choi, “A Study of Speech Recognition Abilities with Various Masking Conditions for Simulated Cochlear Implant Users,” Proc. of the 10th Asia Pacific Symposium on Cochlear Implants and Related Sciences, Beijing, China, pp. 1273-1275, May 2015.

  • Y.H. Lee, B.C. Huang, and C.T.M. Choi, “Low Frequency Acoustic Information for Cochlear Implant Users with Hearing Aids in Contralateral Ear,” IFMBE Proceedings, pp. 43, 609-612, 2014. (EI)

  • C.T.M. Choi, S.Y. Huang, and Y.H. Lee, “Acoustic Cochlear Implant Models Incorporating Electrical Field Interaction between Neighboring Electrodes,” IFMBE Proceedings, pp. 43, pp. 160-163, 2014. (EI)

  • C.T.M. Choi, W.Y. Tsai, and Y.H. Lee, “A Novel Stimulating Strategy Incorporating Current Steering Scheme and Psychoacoustic Model,” Proc. of the 8th Asia Pacific Symposium on Cochlear Implant and Related Sciences, Oct. 2011.

  • C.T.M. Choi, W.Y. Tsai, and Y.H. Lee, “Cochlear Implant Stimulating Strategy Incorporating Current Steering Scheme and Psychoacoustic Model,” Proc. of Conference on Implantable Auditory Prostheses, Jul. 2011.

  • Y.H. Lee, J.K. Jhuang, and C.T.M. Choi, “Methods to Enhance Speech Recognition for Cochlear Implant Patients,” Proc. of the 4th International Symposium on Medical Information and Communication Technology, pp. 53, Mar. 2010.(EI)

  • W.Y. Tsai, C.T.M. Choi, and Y.H. Lee, “Cochlear Implant Stimulating Strategy Incorporating Current Steering Scheme and Psychoacoustic Model,” Proc. of the 4th International Symposium on Medical Information and Communication Technology, pp. 53, Mar. 2010.(EI)

  • W.Y. Tsai, C.T.M. Choi, and Y.H. Lee, “A Vocoder Implementation of a Stimulating Strategy Based on a Novel Current Steering Scheme,” Proc. of the International Symposium on Biomedical Engineering, pp. 40, Dec. 2009.

  • Y.H. Lee and C.T.M. Choi, “Enhancing the Ability to Recognize Speech for CI Patients,” Proc. of the 7th Asia Pacific Symposium on Cochlear Implants and Related Sciences, pp. 395, Dec. 2009.

  • C.T.M. Choi and Y.H. Lee, “Extracting Speech Signals using Independent Component Analysis,” IFMBE Proceedings, 23, pp. 179-182, 2009. (EI)

  • C.T.M. Choi, C.H. Hsu, W.Y. Tsai, and Y.H. Lee, “A Vocoder for a Novel Cochlear Implant Stimulating Strategy Based on Virtual Channel Technology,” IFMBE Proceedings, 23, pp. 310-313, 2009. (EI)

• 大學部課程

計算機組織、計算機結構、編譯程式、巨量資料分析

• 碩士班課程

高等計算機結構、大數據程式設計、計算機系統專題

• 99/07 畢業

  • 賴瑋成  論文題目：單通道噪音抑制方法於人工電子耳之應用分析

  • 莊智凱  論文題目：應用於人工電子耳的噪音抑制方法

• 101/07 畢業

  • 俞仲麒  論文題目：帕金森氏症之微電極記錄分析

• 102/07 畢業

  • 黃柏誠  論文題目：低頻聽覺訊息對人工電子耳使用者在噪音環境之影響

  • 桂禮璿  論文題目：頻域獨立成份分析法對於人工電子耳的應用分析

  • 黃麒璋  論文題目：以經驗模態分解法分析帕金森氏病之微電極記錄

• 103/07 畢業

  • 曾昱渂  論文題目：以多維特徵分析法分析帕金森氏病之微電極記錄

• 104/07 畢業

  • 李永正  論文題目：雙耳聽覺模式下人工電子耳使用者語音辨識能力之探討

• 105/07 畢業

  • 林晟傑  論文題目：基於多維特徵值於微電極記錄定位視丘下核的量化準則

• 107/07 畢業

  • 陳廷翰  論文題目：單耳及雙耳聽覺對移動聲源辨識能力之影響

  • 陳俊凱  論文題目：深層腦電刺激微電極記錄之量化分析

• 108/01 畢業

  • 江鎮宇  論文題目：應用於分散式系統之串流圖分割機制

• 109/07 畢業

  • 簡聖嘉  論文題目：應用於 Flink 系統之漸進式時間演化圖分割機制

• 110/01 畢業

  • 顧晏如  論文題目：考慮動態串流機制的時間演化圖分割演算法

• 113/01 畢業

  • 徐士詠  論文題目：以圖注意力網路預測 Twitter 使用者的轉推行為

• 113/07 畢業

  • 羅政達  論文題目：結合加權圖與圖卷積網路於 Twitter 推文轉推次數的預測

  • 黃竟維  論文題目：結合加權圖神經網路及動態模型切換策略預測 Twitter 推文轉推數

• 114/07 畢業

  • 高承慶  論文題目：對比式學習在社群網路圖異常偵測之應用：以 Threads 為例

  • 蔡雅儒  論文題目：結合混合式採樣策略之圖神經網路邊分類模型應用於多類別網路入侵偵測系統

• 在學中

  • 黃川赫

  • 謝佾蓁

  • 曾楚喬