呂政修 Jenq-Shiou Leu

職稱
呂政修 Jenq-Shiou Leu
教授兼電資學院院長
學歷
國立清華大學資訊工程博士
電子郵件
jsleu@mail.ntust.edu.tw
辦公室
EE 705-4

Office Hours	10:00-12:00(Tue.);10:00-11:30(Wed.) (Pls email me first)
電話	+886-2-27376386
個人網頁	https://scholar.google.com.tw/citations?hl=zh-TW&user=eY736d8AAAAJ
實驗室	資訊技術行動化實驗室(EE-703-1)
研究領域	行動服務平台設計、AI/ML相關應用開發、綠色與橘色科技整合、分散式計算
開授課程	微積分(上)(下), 行動無線通訊原理與實務, 智慧空間表示與探索, 低功率廣域網路原理與實務

現職及經歷

2024.02 ~ 迄今	臺科大電資學院院長
2022.02 ~ 2024.01	斐陶斐榮譽學會秘書長
2021.02 ~ 2024.07	臺科大主任秘書
2018.02 ~ 2020.07	臺科大光電所所長
2017.08 ~ 2020.07	臺科大電子系系主任
2016.02 ~ 2016.03	日本德島大學訪問學者
2014.02 ~ 迄今	臺科大電子工程系教授
2014.01 ~ 2017.07	臺科大電子系副系主任
2011.02 ~ 2014.01	臺科大電子工程系副教授
2007.02 ~ 2011.01	臺科大電子工程系助理教授
2005.07 ~ 2007.02	台灣大哥大產品技術處副理
1997.05 ~ 2005.06	東信電訊行動服務處專案副理
1995.06 ~ 1997.04	理星科技研發工程師
1993.07 ~ 1995.05	海軍預官

重要研究成果

[1]	Research Result
[2]	研究成果

榮譽及獎勵

2025	Co Editor-in-Chief (in Electronic Engineering) of Journal of the Chinese Institute of Engineers (JCIE)
2024	General Co-Chair of The International Symposium on Information Theory and Its Applications 2024(ISITA 2024)
2024	Chair of Taiwan Section of the Korean Institute of Communications and Information Sciences (KICS)
2023	國立台灣科技大學111學年度優良研究及創作獎(產學類)
2022	國立台灣科技大學110學年度教學優良獎
2020	東京科學大學(前身為東京工業大学)超スマート社会卓越教育院海外アドバイザー
2019	國立台灣科技大學107學年度優良研究及創作獎
2017	國立台灣科技大學105學年度教學優良獎
2017	IEEE Senior Member
2016	國立台灣科技大學104學年度優良研究及創作獎
2016	Editorial Board Member of Journal of Communications
2016	Editorial Board Member of Journal of Technology
2015	Editorial Board Member of Cyber-Physical Systems - Taylor & Francis
2015	國立台灣科技大學103學年度最佳專題指導教師獎
2014	國立台灣科技大學102學年度教學優良獎
2011	國立台灣科技大學99學年度教學優良獎
2009	榮獲名列2009年世界名人錄「Marquis Who's Who in the World」

研究成果

期刊論文

[1]	J.-X. Liu and J.-S. Leu*, “LARSI-TPE-XGB: Short-Term Load Forecasting by Load-Adaptive Relative Strength Index and Fusion of Tree-Structured Parzen Estimator and XGBoost,” IEEE Transactions on Power Delivery, Vol. 3, No. 3, pp. 1318-1330, Jun. 2025 [SCI,EI]
[2]	N. A. S. Putro*, J.-S. Leu, N. Ananto, C. Avian, M. I. Mahali and S. W. Prakosa, “Developing Compact Models using Regression Confidence Forge Knowledge Distillation for IMU-based Indoor Positioning System,” IEEE Embedded Systems Letters, Vol. 17, Issue 2, pp. 99-102, Apr. 2025 [SCI,EI]
[3]	C.-C. Yang, J.-M. Hsu, J.-S. Leu and W.-B. Hsieh*, “Ransomware Detection with CNN and Deep Learning Based on Multiple Features of Portable Executable Files,” Journal of Supercomputing, Vol. 81:680, pp. 1-25, Apr. 2025 [SCI,EI]
[4]	J.-X. Liu and J.-S. Leu*, “ETCN-NNC-LB: Ensemble TCNs with L-BFGS-B Optimized No Negative Constraint-Based Forecasting for Network Traffic,” IEEE Transactions on Network and Service Management, Vol. X, pp. X-X, Apr. 2025 [SCI,EI]
[5]	C. Avian, J.-S. Leu*, H. Song, J.-i. Takada, N. A. S. Putro, M. I. Mahali and S. W. Prakosa, “RCTrans-Net: A Spatiotemporal Model for Fast-Time Human Detection Behind Walls Using Ultrawideband Radar,” Computers and Electrical Engineering(CEE), Vol. 120, Part C, 109873, Dec. 2024 [SCI,EI]
[6]	C. Avian, J.-S. Leu*, N. A. S. Putro, M. I. Mahali, I. Azmi, W. Abubakar and S. W. Prakosa, “Temporal Spatial and Signal Descriptor Feature Extraction for Electronic Nose Signal Processing,” IEEE Sensors Journal, Vol. 24, No. 20, pp. 33624-33631, Oct. 2024 [SCI,EI]
[7]	U. Hasanah*, J.-S. Leu, C. Avian, I. Azmi, S. W. Prakosa, “A Systematic Review of Multilabel Chest X-ray Classification Using Deep Learning” accepted by Multimedia Tools and Applications (MTAP), Springer, Vol. xx, Issue xx, pp. xxx - xxx, Sept. 2024 [SCI,EI]
[8]	Z. S. Wu* and J.-S. Leu, “CISPR 25 Methodology Enhances In-Vehicle Infotainment Display EMC,” Microwave Journal, Vol. 67, Edition 09, Sep. 2024 (Cover Feature of September 2024) [SCI,EI]
[9]	M. Faisal*, J.-S. Leu, C. Avian, S. W. Prakosa and M. Koppen, “DFNet: Dense Fusion Convolution Neural Network for Plant Leaf Diseases Classification,” Agronomy Journal, Wiley, Special Issue: MACHINE LEARNING IN AGRICULTURE, Vol. 116, Issue 3, pp. 826-838, May/June 2024 [SCI,EI]
[10]	U. Hasanah, C. Avian, J. T. Darmawan, N. Bachroin, M. Faisal, S. W. Prakosa, J.-S. Leu*, C.-T. Tsai, “CheXNet and Feature Pyramid Network: A Fusion Deep Learning Architecture for Multilabel Chest X-Ray Clinical Diagnoses Classification,” The International Journal of Cardiovascular Imaging, Vol. 40, pp. 709–722, Apr. 2024 [SCI,EI]
[11]	J. T. Darmawan, X. K. Sigalingging, M. Faisal, J.-S. Leu and N. R. P. Ratnasari*, “Neural network-based small cursor detection for embedded assistive technology,” The Visual Computer, Springer, Vol. 40, pp. 8425–8439, Jan. 2024 [SCI,EI]
[12]	N. A. S. Putro, C. Avian, S. W. Prakosa, M. I. Mahali and J.-S. Leu*, “Estimating Finger Joint Angles by Surface EMG Signal using Feature Extraction and Transformer-based Deep Learning Model,” Biomedical Signal Processing and Control, Elsevier, Vol. 87, Part B, Jan. 2024 [SCI,EI]
[13]	M. Mulyanto*, J.-S. Leu, M. Faisal and W. Yunanto, “Weight Embedding Autoencoder as Feature Representation Learning in an Intrusion Detection Systems,” Computers and Electrical Engineering(CEE), Vol. 111, Part A, Oct. 2023 [SCI,EI]
[14]	H.-H. Cheng, J.-S. Leu* and J.-X. Liu, “Two-Phase Positioning System Based on the Fusion of Wi-Fi Signal Strength and Pose Estimation,” IEEE Systems Journal, Vol. 17, Issue 3, pp. 4866-4873, Sep. 2023 [SCI,EI]
[15]	W.-L. Hsu, J.-X. Liu, C.-C. Yang and J.-S. Leu*, “A Fall Detection System Based on FMCW Radar Range-Doppler Image and Bi-LSTM Deep Learning,” IEEE Sensors Journal, No. 23, Issue 18, pp. 22031-22039, Sep. 2023 [SCI,EI]
[16]	S.-A. Huang and J.-S. Leu*, “A Facile Approach to Represent Neural Network with Less Storage Space,” IEEE Transactions on Emerging Topics in Computational Intelligence, Vol. 7, Issue 4, pp. 1205-1216, Aug. 2023 [SCI,EI]
[17]	J. T. Darmawan, J.-S. Leu*, C. Avian and N. R. P. Ratnasari, “MITNet: a fusion transformer and convolutional neural network architecture approach for T-cell epitope prediction,” Briefings in Bioinformatics, Oxford University Press, Vol. 24, Issue 4, pp. 1-17, Jul. 2023 [SCI,EI]
[18]	M. I. Mahali*, J.-S. Leu, J. T. Darmawan, C. Avian, N. Bachroin, S. W. Prakosa, M. Faisal and N. A. S. Putro, “A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperms,” Sensors, Vol. 23, Issue 14, pp. 1–18, 6613, Jul. 2023 [SCI,EI]
[19]	S. I. Rufaida*, T. A. Putra, J.-S. Leu, T. Song, T. Katayama, “Looking Closer to the Transferability Between Natural and Medical Images in Deep Learning,” IEEE Access, Vol. 11, pp. 79838 - 79850, Jul. 2023 [SCI,EI]
[20]	J.-X. Liu*, J.-S. Leu and S. Holst, “Stock price movement prediction based on Stocktwits investor sentiment using FinBERT and ensemble SVM,” PeerJ Computer Science, Vol. 9, pp. 1-25, Jun. 2023 [SCI,EI]
[21]	M. Faisal, J.-S. Leu and J. T. Darmawan, “Model Selection of Hybrid Feature Fusion for Coffee Leaf Disease Classification,” IEEE Access, Vol. 11, pp. 62281 - 62291, Jun. 2023 [SCI,EI]
[22]	Y. Adhitya*, G. S. Mulyani, M. Koppen and J.-S. Leu, “IoT and Deep Learning-Based Farmer Safety System,” Sensors, Vol. 23, Issue 6, pp. 1–18, 2951, Mar. 2023 [SCI,EI]
[23]	X. Sigalingging*, S. W. Prakosa, J.-S. Leu, H.-Y. Hsieh, C. Avian and M. Faisal, “SCANet: Implementation of Selective Context Adaptation Network in Smart Farming Applications,” Sensors, Vol. 23, Issue 3, pp. 1–12, 1358, Jan. 2023 [SCI,EI]
[24]	S. W. Prakosa*, J.-S. Leu, H.-Y. Hsieh, C. Avian, C.-H. Bai, S. Vitek, “Implementing a Compression Technique on the Progressive Contextual Excitation Network for Smart Farming Applications,” Sensors, Vol. 22, Issue 24, pp. 1–14, 9717, Dec. 2022 [SCI,EI]
[25]	C. Avian*, J.-S. Leu, S. W. Prakosa and M. Faisal, “An Improved Classification of Pork Adulteration in Beef Based on Electronic Nose using Modified Deep Extreme Learning with Principal Component Analysis as Feature Learning,” Food Analytical Methods, Springer, Vol. 15, Issue 11, pp. 3020–3031, Nov. 2022 [SCI,EI]
[26]	A. J. Mantau*, I. W. Widayat, J.-S. Leu and M. Koppen, “A Human-Detection Method Based on YOLOv5 and Transfer Learning Using Thermal Image Data from UAV Perspective for Surveillance System,” Drones, Vol. 6, Issue 10, pp. 1–12, 290, Oct. 2022 [SCI,EI]
[27]	S.-Y. Huang, Y.-H. Huang, H.-Y. Chong, J.-B. Jiang, J.-S. Leu*, and S. Vitek, “A Directional Particle Filter-Based Multi-Floor Indoor Positioning System,” IEEE Access, Vol. 10, pp. 85095-85105, Oct. 2022 [SCI,EI]
[28]	S.-K. Chen, J.-S. Leu, W.-B. Hsieh*, J.-T. Wang and T. Song, “Biometric-based Remote Mutual Authentication Scheme for Mobile Device,” Wireless Personal Communications(WPC), Springer, Vol. 126, Issue 2, pp. 1649 - 1664, Sep. 2022 [SCI,EI]
[29]	C. Avian, M. I. Mahail, N. A. S. Putro, S. W. Prakosa and J.-S. Leu*, “Fx-Net and PureNet: Convolutional Neural Network Architecture for Discrimination of Chronic Obstructive Pulmonary Disease from Smokers and Healthy Subjects Through Electronic Nose Signals,” Computers in Biology and Medicine, Elsevier, Vol. 148, 105913, pp. 1-15, Sep. 2022 [SCI,EI]
[30]	A. P. B. Budiarsa, J.-S. Leu, K.-F. Yuen and X. Sigalingging*, “Improved Swarm-wavelet based Extreme Learning Machine for Myoelectric Pattern Recognition,” Biomedical Signal Processing and Control, Elsevier, Vol. 77, 103737, pp. 1-11, Aug. 2022 [SCI,EI]
[31]	Y.-W. Hong, J.-S. Leu, M. Faisal* and S. W. Prakosa, “Analysis of Model Compression Using Knowledge Distillation,” IEEE Access, Vol. 10, pp. 85095-85105, Aug. 2022 [SCI,EI]
[32]	T. Katayama*, T. Song, X. Jiang, J.-S. Leu, T. Shimamoto, “Domain Adaptation through Photorealistic Enhanced Images for Semantic Segmentation,” Mathematical Problems in Engineering, Vol. 2022, Article ID 1848857, pp. 1–8, Jul. 2022 [SCI,EI]
[33]	W.-B. Hsieh*, J.-S. Leu, and J.-I. Takada, “Use Chains to Block DNS attacks: A Trusty Blockchain-based Domain Name System,” Journal of Communications and Networks, Vol. 24, No. 3, pp. 347–356, Jun. 2022 [SCI,EI]
[34]	Y.-C. Jhaung, Y.-M. Lin, C. Zha, J.-S. Leu and M. Koppen, “Implementing a Hand Gesture Recognition System Based on Range-Doppler Map,” Sensors, Vol. 22, Issue 11, pp. 1–17, 4260, Jun. 2022 [SCI,EI]
[35]	C. Avian*, S. W. Prakosa, M. Faisal and J.-S. Leu, “Estimating Finger Joint Angles on Surface EMG using Manifold Learning and Long Short-Term Memory with Attention Mechanism,” Biomedical Signal Processing and Control, Elsevier, Vol. 71, 103099, pp. 1–15, Jan. 2022 [SCI,EI]
[36]	F. Muttakin, J.-T. Wang*, M. Mulyanto, and J.-S. Leu, “Evaluation of Feature Selection Methods on Psychosocial Education Data Using Additive Ratio Assessment,” Electronics, Vol. 11, Issue 1, pp. 1–17, 114, Jan. 2022 [SCI,EI]
[37]	C.-M. Hsu, C.-C. Yang, H.-H. Cheng, P. E. Setiasabda, and J.-S. Leu*, “Enhancing File Entropy Analysis to Improve Machine Learning Detection Rate of Ransomware,” IEEE Access, IEEE, Vol. 9, pp. 138345 - 138351, Sep. 2021 [SCI,EI]
[38]	L. Wang, T. Song*, T. Katayama, X. Jiang, T. Shimamoto, and J.-S. Leu, “Deep Regional Metastases Segmentation for Patient-level Lymph Node Status Classification,” IEEE Access, IEEE, Vol. 9, pp. 129293-129302, Sep. 2021 [SCI,EI]
[39]	C.-M. Hsu, M. Z. Azhari, H.-Y, Hsieh, S. W. Prakosa, J.-S. Leu*, “Robust Network Intrusion Detection Scheme Using Long-Short Term Memory Based Convolutional Neural Networks,” Mobile Networks and Applications(MONET), Springer, Vol. 26, pp. 1137–1144, Jul. 2021 [SCI,EI]
[40]	Y.-R. Chen, J.-S. Leu*, S.-A. Huang, J.-T. Wang and J.-I. Takada, “Predicting Default Risk on Peer-to-Peer Lending Imbalanced Datasets,” IEEE Access, IEEE, Vol. 9, pp. 73103-73109, May 2021 [SCI,EI]
[41]	S. W. Prakosa, J.-S. Leu* and Z.-H. Chen, “Improving the Accuracy of Pruned Network Using Knowledge Distillation,” Pattern Analysis and Applications(PAAA), Springer, Vol. 24, Issue 2, pp. 819-830, May 2021 [SCI,EI]
[42]	J.-C. Tsai, J.-S. Leu*, S. W. Prakosa, L.-C. Hsiao, P.-C. Huang , S.-Y. Yang and Y.-T. Huang, “Design and Implementation of an Internet of Healthcare Things System for Respiratory Diseases,” Wireless Personal Communications(WPC), Springer, Vol. 117, Issue 2, pp. 337–353, Mar. 2021 [SCI,EI]
[43]	H.-Y. Hsieh, S.-A. Huang*, J.-S. Leu, “Implementing a Real-Time Image Captioning Service for Scene Identification Using Embedded System,” Multimedia Tools and Applications (MTAP), Springer, Vol. 80, Issue 8, pp. 12525 - 12537, Mar. 2021 [SCI,EI]
[44]	M. Mulyanto*, M. Faisal, S. W. Prakosa, and J.-S. Leu, “Effectiveness of Focal Loss for Minority Classification in Network Intrusion Detection,” Symmetry, Vol. 13, Issue 1, pp. 1–16, 4, Jan. 2021 [SCI,EI]
[45]	S. W. Prakosa, M. Faisal, Y. Adhitya, J.-S. Leu*, M. Koppen, and C. Avian, “Design and Implementation of LoRa Based IoT Scheme for Indonesian Rural Area,” Electronics, Vol. 10, Issue 1, pp. 1–12, 77, Jan. 2021 [SCI,EI]
[46]	F. Potorti,...J.-B. Jiang, S.-Y. Huang, J.-W. Liu, K.-W. Su, J.-S. Leu,..., “The IPIN 2019 Indoor Localisation Competition - Description and Results,” IEEE Access, IEEE, Vol. 8, pp. 206674-206718, Nov. 2020 [SCI,EI]
[47]	S. I. Rufaida, J.-S. Leu*, K.-W. Su, A. Haniz, J.-I. Takada, "Construction of an Indoor Radio Environment Map Using Gradient Boosting Decision Tree,” Vol. 26, Issue 8, pp. 6215–6236, Nov. 2020, Wireless Networks (WINET), Springer [SCI,EI]
[48]	J.-W. Chen, X. K. Sigalingging*, J.-S. Leu, and J.-I. Takada, “Applying a Hybrid Sequential Model to Chinese Sentence Correction,” Symmetry, Vol. 12, Issue 12, 1939, pp. 1–16, Nov. 2020 [SCI,EI]
[49]	Y. Adhitya*, S. W. Prakosa, M. Koppen and J.-S. Leu, “Feature Extraction for Cocoa Bean Digital Image Classification Prediction for Smart Farming Application,” Agronomy, Vol. 10, Issue 11, pp. 1–16, 1642. Oct. 2020 [SCI,EI]
[50]	P.-C. Chen, H.-Y. Hsieh, K.-W. Su, X. K. Sigalingging, Y.-R. Chen, and J.-S. Leu*, “Predicting Station Level Demand in a Bike Sharing System using Recurrent Neural Networks,” IET Intelligent Transport Systems, Vol. 14, Issue 6, pp. 554 - 561, May 2020 [SCI,EI]
[51]	V. Utomo and J.-S. Leu*, “Automatic News-Roundup Generation using Clustering, Extraction, and Presentation,” Multimedia Systems, Springer, Vol. 26, Issue 2, pp. 201-221, Apr. 2020 [SCI,EI]
[52]	T. A. Putra, S. I. Rufaida*, and J.-S. Leu, “Enhanced Skin Condition Prediction Through Machine Learning Using Dynamic Training and Testing Augmentation,” IEEE Access, IEEE, Vol. 8, pp. 40536 - 40546, Feb. 2020 [SCI,EI]
[53]	D. C . G. Putri*, J.-S. Leu, and P. Seda, “Design of an Unsupervised Machine Learning-Based Movie Recommender System,” Symmetry, Vol. 12, Issue 2, pp. 1–26, 185. Jan. 2020 [SCI,EI]
[54]	T. A. Putra* and J.-S. Leu, “Multilevel Neural Network for Reducing Expected Inference Time,” IEEE Access, IEEE, Vol. 7, pp. 174129-174138, Nov. 2019 [SCI,EI]
[55]	K. Saito*, Y. Jin, C.C. Kang, J.-i. Takada, and J.-S. Leu, “Two-Step Path Loss Predic-tion by Artificial Neural Network for Wireless Service Area Planning," IEICE Communications Express, Vol. 8, No. 12, pp. 611–616. [SCI]
[56]	H. T. Likassa*, W.-H. Fang, and J.-S. Leu, “Robust Image Recovery via Affine Transformation and L2,1 Norm,” IEEE Access, Vol. 7, pp. 125011-125021, Aug. 2019 [SCI,EI]
[57]	X. K. Sigalingging*, A. P. B. Budiarsa, J.-S. Leu, and J.-I. Takada, "EMG-Based Gesture Recognition for Quadriplegic Users Using HMM with Improved PSO," International Journal of Distributed Sensor Networks, Vol. 15, Issue 7, pp. 1–11, Jul. 2019. [SCI,EI]
[58]	P. Seda*, M. Mark, T. L. Su, M. Seda, J. Hosek, and J.-S. Leu, “The Minimisation of Public Facilities with Enhanced Genetic Algorithms Using War Elimination,” IEEE Access, IEEE, Vol. 7, pp. 9395 - 9405, Jan. 2019 [SCI,EI]
[59]	X. Jiang*, T. Song, T. Katayama and J.-S. Leu, “Spatial Correlation-Based Motion-Vector Prediction for Video-Coding Efficiency Improvement,” Symmetry, Vol. 11, Issue 2, pp. 1–19, 129. Jan. 2019 [SCI,EI]
[60]	W.-B. Hsieh* and J.-S. Leu, “Implementing a secure VoIP communication over SIP-based networks,” Vol. 24, Issue 8, pp. 2915-2926, Nov. 2018, Wireless Networks (WINET), Springer [SCI,EI]
[61]	M.-Y. Wu, M.-C. Yu, J.-S. Leu*, and S. K. Chen, “Enhancing Security and Privacy of Images on Cloud by Histogram Shifting and Secret Sharing,” Multimedia Tools and Applications (MTAP), Springer, Vol. 77, Issue 13, pp. 17285–17305, Jul. 2018 [SCI,EI]
[62]	R. S. Ghufran, J.-S. Leu*, and S. W. Prakosa, “Improving the Age Estimation Accuracy by a Hybrid Optimization Scheme,” Multimedia Tools and Applications (MTAP), Springer, Vol. 77, Issue 2, pp. 2543–2559, Jan. 2018 [SCI,EI]
[63]	W.-B. Hsieh* and J.-S. Leu, “An Improved Mutual Authentication Mechanism for Securing Smart Phones,” Wireless Personal Communications(WPC), Springer, Vol. 97, Issue 2, pp. 2911-2924, Nov. 2017 [SCI,EI]
[64]	C.-F. Chen, J.-S. Leu*, R. S. Ghufran, and S. W. Prakosa, “Message Scheduling for Personal Biomedical Sensing System in a Health Care Center,” Wireless Personal Communications(WPC), Springer, Vol. 95, Issue 4, pp. 4301–4319, Aug. 2017 [SCI,EI]
[65]	K.-W. Su, J.-S. Leu*, M.-C. Yu, Y.-T. Wu, E.-C. Lee and T. Song, “Design and Implementation of Various File Deduplication Schemes on Storage Devices,” Special Issue: Advances on Key Technologies for 5G Mobile Communications Systems, Mobile Networks and Applications, Vol. 22, Issue 1, pp. 40-50, Feb. 2017 [SCI,EI]
[66]	J.-S. Leu*, M.-C. Yu, C.-Y. Liu, A. P. B. Budiarsa, V. Utomo, “Energy Efficient Streaming for Smartphone by Video Adaptation and Backlight Control,” Computer Networks (ComNet), Elsevier , Vol. 113, pp. 111-123, Feb. 2017 [SCI,EI]
[67]	K.-H. Li, J.-S. Leu*, J. Hosek, “Swarm-based Routing Protocol Assisted by Weakly Connected Dominating Sets for Mobile Ad-hoc Networks,” Journal of Internet Technology, Vol. 17, No. 4, pp. 671-681, Aug. 2016 [SCI,EI]
[68]	J.-S. Leu*, W.-B. Hsieh, Y.-S. Yee, “Implementing Billing as a Service by an IPDR Aggregator System,” Wireless Personal Communications(WPC), Springer, Vol. 87, Issue 4, pp. 1223-1240, Apr. 2016 [SCI,EI]
[69]	H.-L. Yeh, T.-Y. Chen, H.-W. Wei*, N.-I Hsu, J.-S. Leu and H.-Y. Chen, “CloudBook: Implementing an E-Book Reader on a Cloud Platform by an Optimized Vector Graphic Library,” Computer Standards & Interfaces (CSI), Elseiver, Vol. 43, pp. 68-78, Jan. 2016 [SCI,EI]
[70]	J.-S. Leu*, K.-C. Hsu, and T. Song, “Enhancing the Presence Service Efficiency of Internet Protocol Multimedia Subsystem-based Web Services,” Wireless Personal Communications, Springer, Vol. 85, Issue 4, pp. 2319-2331, Dec. 2015 [SCI,EI]
[71]	J.-S. Leu*, M.-C. Yu and H.-J. Tzeng, “Improving Indoor Positioning Precision by Using Received Signal Strength Fingerprint and Footprint Based on Weighted Ambient Wi-Fi Signals,” Computer Networks (ComNet), Elsevier, Vol. 91, pp. 329-340, Nov. 2015 [SCI,EI]
[72]	K.-H. Li and J.-S. Leu*, “Weakly Connected Dominating Set-Assisted Ant-based Routing Protocol for Wireless Ad-hoc Networks,” Computers and Electrical Engineering, Elsevier(CEE), Vol. 48, pp. 62-76, Nov. 2015 [SCI,EI]
[73]	J.-S. Leu*, M.-C. Yu, H.-C. Yueh, “Improving Network Coding Based File Sharing for Unstructured Peer-to-Peer Networks,” Journal of the Network and Systems Management, Springer, Vol. 23, Issue 4, pp. 803-829, Oct. 2015 [SCI,EI]
[74]	J.-S. Leu*, J.-H. Chen, and K.-H. Li, “Hybrid Search Scheme for Social Networks Supported by Dynamic Weighted Distributed Label Clustering,” IEEE Transactions on Computers, Vol. 64, No. 9, pp. 2586-2594, Sep. 2015 [SCI,EI]
[75]	J.-S. Leu* and Z.-Y. Zhu, “Regression-based Parking Space Availability Prediction for the Ubike System,” IET Intelligent Transport Systems, Vol. 9, Issue 3, pp. 323-332, Mar. 2015 [SCI,EI]
[76]	J.-S. Leu*, T.-H. Chiang, M.-C. Yu, and K.-W. Su, “Energy Efficient Clustering Scheme for Prolonging the Lifetime of Wireless Sensor Network with Isolated Nodes,” IEEE Communications Letters, Vol. 19, Issue 2, pp. 259-262, Feb. 2015 [SCI,EI]
[77]	T.-Y. Chen, H.-W. Wei, Y.-C. Cheng, J.-S. Leu, W.-K. Shih, N.-I Hsu, “Integrating an e-book Software with Vector Graphic Technology on Cloud Platform,” Procedia - Social and Behavioral Sciences, Elsevier, Vol. 176, pp. 1012-1019, Feb. 2015
[78]	J.-S. Leu*, C.-F. Chen, and K.-C. Hsu, “Improving Heterogeneous SOA-based IoT Message Stability by Shortest Processing Time Scheduling,” IEEE Transactions on Services Computing, Vol. 7, No. 4, pp. 575-585, 2014 [SCI,EI]
[79]	W.-B. Hsieh* and J.-S. Leu, “An Anonymous Mobile User Authentication Protocol Using Self-certified Public Keys Based on Multi-server Architectures,” Special Issue: Hybrid Information Security Technologies, Journal of Supercomputing, Vol. 70, Issue 1, pp. 133-148, Oct. 2014 [SCI,EI]
[80]	J.-S. Leu*, K.-W. Su, C.-T. Chen, “Ambient Mesoscale Weather Forecasting System Featuring Mobile Augmented Reality,” Multimedia Tools and Applications (MTAP), Springer, Vol. 72, Issue 2, pp. 1585-1609, Sep. 2014 [SCI,EI]
[81]	J.-S. Leu*, W.-H. Lin, W.-B. Hsieh, C.-C. Lo, “Design and Implementation of a VoIP broadcasting Service over Embedded Systems in a Heterogeneous Network Environment,” The Scientific World Journal, Hindawi, Vol. 2014, Article ID 917060 [SCI,EI]
[82]	J.-S. Leu*, N. H. Tung, and C.-Y. Liu, “Non-parametric RSS Prediction Based Energy Saving Scheme for Moving Smartphones,” IEEE Transactions on Computers, Vol. 63, Issue 7, pp. 1793-1801, Jul. 2014 [SCI,EI]
[83]	W.-B. Hsieh, J.-S. Leu*, “Anonymous Authentication Protocol Based on Elliptic Curve Diffie-Hellman for Wireless Access Networks,” Wireless Communications and Mobile Computing (WCMC), Wiley, Vol. 14, Issue 10, pp. 995–1006, Jul. 2014 [SCI,EI]
[84]	W.-B. Hsieh* and J.-S. Leu, “A Robust User Authentication Scheme Using Dynamic Identity in Wireless Sensor Network,” Wireless Personal Communications(WPC), Springer, Vol. 77, Issue 2, pp. 979-989, Jul. 2014 [SCI,EI]
[85]	T.-K. Cheng, J.-S. Leu*, I.-X. Chen, J.-L. C. Wu and Z.-Y. Zhu, “Practical Context Awareness Information System for Wireless Vehicular Networks based on a Core Telematics Platform,” International Journal of Distributed Sensor Networks, Hindawi, Vol. 2014, Article ID 929165 [SCI,EI]
[86]	J.-S. Leu*, W.-H. Lin, J.-H. Chen, “P2P Resource Searching with Cloning Random Walker Assisted by Weakly Connected Dominating Set,” Journal of Supercomputing, Springer, Vo1. 68, Issue 1, pp. 443-458, Apr. 2014 [SCI,EI]
[87]	J.-S. Leu* and W.-B. Hsieh, “Efficient and secure dynamic ID based remote user authentication scheme for distributed systems using smart cards,” IET Information Security, Vol. 8, Issue 2, pp. 104–113, Mar. 2014 [SCI,EI]
[88]	J.-S. Leu*, H.-C. Yueh, I.-C. Chang, “A Virtual Grouping Based Fault-Tolerant Scheme for Autonomous Networks,” Engineering Applications of Artificial Intelligence(EAAI), Elseiver, Vol. 27, Issue 1, pp. 199-210, Jan. 2014 [SCI,EI]
[89]	J.-S. Leu* and N. H. Tung, “Design and Implementation of a Reconfigurable Mobile Game Controller on Smartphone,” Wireless Personal Communications(WPC), Springer, Vol. 74, Issue 2, pp. 823-833, Jan. 2014 [SCI,EI]
[90]	T.-K. Cheng, J.-L. C. Wu, F.-M. Yang*, J.-S. Leu, “IEEE 802.16e/m Energy-Efficient Sleep-Mode Operation with Delay Limitation in Multi-Broadcast Services,” International Journal of Communication Systems(IJCS), Wiley, Vol. 27, Issue 1, pp. 45–67, Jan. 2014 [SCI,EI]
[91]	C.-P. Lin*, H.-L. Chen, J.-S. Leu, “Modeling and Evaluating IPTV Applications in WiMAX Networks”, Multimedia Tools and Applications (MTAP), Springer, Vol. 67, Issue 3, pp. 641-666, Dec. 2013 [SCI,EI]
[92]	W.-B. Hsieh* and J.-S. Leu, “A Time and Location Information Assisted OTP Scheme,” Wireless Personal Communications(WPC), Springer, Vol. 72, Issue 1, pp. 509-519, Sep. 2013 [SCI,EI]
[93]	M.-S. Lin, J.-S. Leu*, K.-H. Li, and J.-L. C. Wu, “Zigbee-based Internet of Things in 3D Terrains,” Computers and Electrical Engineering (CEE), Vol. 39, Issue 6, pp. 1667-1683, Aug. 2013 [SCI,EI]
[94]	J.-S. Leu*, C. Changfan, K.-W. Su, and C.-F. Chen, “Design and Implementation of a Fixed-Mobile Convergent Music Search Engine(FMC-MUSE),” Wireless Personal Communications(WPC), Springer, Vo1. 70, Issue 4, pp. 1911-1923, Jun. 2013 [SCI,EI]
[95]	M.-S. Lin, J.-S. Leu*, K.-H. Li, and J.-L. C. Wu, “TABOA: Terrain-aware Beacon Order Adaptation Scheme in 3D Zigbee Sensor Networks,” IEEE Wireless Communications, Vol. 20, Issue 2, pp. 28-36, Apr. 2013 [SCI,EI]
[96]	M.-C. Yu, J.-S. Leu*, “Kernel Weighted Scheme for Improving Mobile Sensor Node Connectivity,” IEEE Sensors Journal, Vo1. 13, No. 4, pp. 1200-1206, Apr. 2013 [SCI,EI]
[97]	J.-S. Leu*, Y.-S. Yee, and W.-L. Chen, “Comparison of Map-Reduce and SQL on Large-scale Data Processing,” Special Issue: Parallel and Distributed Processing with Applications, Journal of the Chinese Institute of Engineers (JCIE), Vo1. 36, Issue 1, pp. 27-34, Jan. 2013 [SCI,EI]
[98]	J.-S. Leu*, W.-H. Lin, H.-J. Tzeng, C.-F. Chen, and M.-S. Lin, “Adaptive Frame Synchronization for Surveillance System across a Heterogeneous Network,” Special Issue: Advanced Issues in Artificial Intelligence and Pattern Recognition for Intelligent Surveillance System in Smart Home Environment, Engineering Applications of Artificial Intelligence (EAAI), Elseiver, Vol. 25, Issue 7, pp. 1299-1528, Oct. 2012 [SCI,EI]
[99]	P.-C. Liu, J.-S. Leu*, T.-C. Lee, T.-H. Chen, Y.-S. Yee and W.-K. Shih, “WuKong : A Practical Video Streaming Service Based on Native BitTorrent and Scalable Video Coding,” Multimedia Tools and Applications (MTAP), Springer, Vo1. 60, No. 1, pp. 47-68, Sep. 2012 [SCI,EI]
[100]	W.-B. Hsieh, J.-S. Leu*, “Exploiting Hash Functions to Intensify the Remote User Authentication Scheme,” Computers & Security (COSE), Elsevier, Vol. 31, Issue 6, pp. 791–798, Sep. 2012 [SCI,EI]
[101]	C.-P. Lin*, H.-L. Chen, J.-S. Leu, “A predictive handover scheme to improve service quality in the IEEE 802.21 network,” Computers and Electrical Engineering (CEE), Elseiver, Vol. 38, Issue 3, pp. 681-693, May 2012 [SCI,EI]
[102]	J.-S. Leu*, H.-J. Tzeng, C.-F. Chen, and W.-H. Lin, “Practical Design and Implementation of Recognition Assisted Dynamic Surveillance System,” Computers and Electrical Engineering (CEE), Elseiver, Vol.37, Issue 6, pp. 1182-1192, Nov. 2011 [SCI,EI]
[103]	M.-S. Lin*, J.-S. Leu, W.-C. Yu, M.-C. Yu, J.-L. C. Wu, “BOB-RED Queue Management for IEEE 802.15.4 Wireless Sensor Networks,” EURASIP Journal on Wireless Communications and Networking 2011, 2011:107 doi:10.1186/1687-1499-2011-107 [SCI,EI](NSC- 100-2221-E-011-154-)
[104]	J.-S. Leu* and C.-K. Lin, “On Utilization Efficiency of Backbone Bandwidth for a Heterogeneous Wireless Network Operator,” Wireless Networks (WINET), ACM/Springer, Vol.17, No.7, pp. 1595-1604, Oct. 2011 [SCI,EI]
[105]	J.-S. Leu* and S.–F. Chen, “TRASS: A Transmission-Rate Adapted Streaming Server in a Wireless Environment,” International Journal of Communication Systems(IJCS), Wiley, Vol. 24, Issue 7, pp. 852-871, Jul. 2011[SCI,EI]
[106]	J.-M. Chen, J.-S. Leu*, Y.-C. Chen, H.-W. Wei, W.-K. Shih, “MegaDrop: A Cooperative Video-on-Demand System in a Peer-to-Peer Environment,” Journal of Information Science and Engineering(JISE), Vol.27, No.4, pp. 1345-1361, Jul. 2011[SCI,EI]
[107]	J.-S. Leu*, W.-H. Lin, “Improving the IP-based Authentication Process in a Cooperative B3G Network,” IET Communications, Vol. 5, Issue 5, pp. 667–675, Mar. 2011 [SCI,EI]
[108]	J.-S. Leu*, H.-C. Hsieh, and Y.-C. Chen, “Inexpensive High Availability Solutions for the SIP-based VoIP Service,” Multimedia Tools and Applications (MTAP), Springer, Vo1. 53, Issue 1, pp. 285-301, May 2011 [SCI,EI] (NSC-97-2221-E-011-085-)
[109]	J.-S. Leu*, C.-W. Tsai and W.-H. Lin, “Resource Searching in an Unstructured P2P Network Based on Cloning Random Walker Assisted by Dominating Set,” Computer Networks (ComNet), Elsevier, Vo1. 55, No. 3, pp. 722-733, Feb. 2011 [SCI,EI] (NSC-98-2221-E-011-095-)
[110]	J.-S. Leu*, W.-H. Lin, and H.-J. Tzeng, “Design and Implementation of a Mobile Home Surveillance System,” Special issue: Intelligent Buildings and Smart Homes Conference 2009 (IBASH2009), Journal of the Chinese Institute of Engineers (JCIE), Vo1. 33, No. 5, pp. 669-680, Jul. 2010 [SCI,EI]
[111]	H.-C. Hsieh*, J.-S. Leu, and W.-K. Shih, “A Fault-Tolerant Scheme for an Autonomous Local Wireless Sensor Network,” Computer Standards & Interfaces (CSI), Elsevier, Vo1. 32, Issue 4, pp. 215-221, Jun. 2010[SCI,EI]
[112]	H.-C. Hsieh*, J.-S. Leu and W.-K. Shih, “Reaching Consensus Underlying an Autonomous Local Wireless Network,” International Journal of Innovative Computing, Information and Control (IJICIC), Vo1. 6, No. 4, pp. 1905-1914, Apr. 2010 [SCI,EI]
[113]	J.-S. Leu*, “Crafting a Real-Time Information Aggregator for Mobile Messaging,” Special Issue: Lightweight Mobile and Wireless Systems: Technologies, Architectures, and Services, Journal of Computer Systems, Networks, and Communications, Hindawi, Vol. 2010, doi:10.1155/2010/209617[SCOPUS]
[114]	J.-S. Leu* and C.-W. Tsai, “Practical Design of a Proxy Agent to Facilitate Adaptive Video Streaming Service across Wired/Wireless Networks,” Journal of Systems and Software (JSS), Elsevier, Vo1. 82, Issue 11, pp. 1916-1925, Nov. 2009 [SCI,EI]
[115]	J.-S. Leu*, “A Lightweight Brokering System for Content/Service Charging in a Cellular Network Centric Business Model,” Computer Communications, Elsevier, Vo1. 31, Issue 10, pp. 2078-2085, Jun. 2008 [SCI,EI] (NSC-96-2218-E-011-004)
[116]	J.-S. Leu*, Y.-P. Chi and W.-K. Shih, “Design and Implementation of Blog Rendering and Accessing Instantly System (BRAINS),” Journal of Network and Computer Applications (JNCA), Elsevier, Vo1. 30, Issue 1, pp. 296-307, Jan. 2007 [SCI,EI]
[117]	J.-S. Leu*, R.-H. Lai, H.-I. Lin and W.-K. Shih, “Running Cellular/PWLAN Services: Practical Considerations on Cellular/PWLAN Architecture supporting Interoperator Roaming,” IEEE Communications Magazine, Vol. 44, Issue. 2, pp. 111-122, Feb. 2006 [SCI,EI]

會議論文

[1]	J.-X. Liu and J.-S. Leu, “Enhancing Internet Traffic Prediction Accuracy Using an Ensemble Approach with a Novel Weight Integration Method and Temporal Convolutional Networks,” the 30th IEEE Symposium on Computers and Communications (IEEE ISCC 2025), Bologna, Italy, Jul. 2-5, 2025.
[2]	H.-S. Yu, Y.-C. Jhuang and J.-S. Leu, “Image Recognition-Based Indoor Positioning System Using Federated Learning,” The 100th IEEE Vehicular Technology Conference (IEEE VTC 2024 Fall), Washington DC, USA, Oct. 7-10, 2024.
[3]	J.-X. Liu and J.-S. Leu, “A Robust TCN-Based Energy Forecasting Framework for IoT-Controlled Smart Buildings in Smart Cities,” 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2024), Valencia, Spain, Sep. 2-5, 2024.
[4]	C. Avian, J.-S. Leu, S. W. Prakosa, E. Ali, N. A. S. Putro, H. Song, J.-i. Takada and A. T. Purnomo, “Non-contact Breathing Patterns Recognition with FMCW Radar by rocessing Temporal Information using Transformer Network,” The Asia-Pacific Microwave Conference 2023 (APMC 2023), Taipei, Taiwan, Dec. 5-8, 2023.
[5]	N. A. S. Putro, C. Avian, S. W. Prakosa and J.-S. Leu, "Revisiting the K-Fold Approach for a Stable Model on Amyotrophic Lateral Sclerosis Prediction Scheme using LSTM and Attention Mechanism," Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering, ACM, pp. 190–195, Kyoto, Japan, Nov. 9-12 2023.
[6]	J. -X. Liu and J. -S. Leu, "Enhancing Short-Term Load Forecasting with Technical Indicators and Tree-structured Parzen Estimator," The 2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (IEEE SmartGridComm 2023), Glasgow, United Kingdom, Oct. 31 - Nov. 3, 2023.
[7]	H.-H. Cheng, J.-X. Liu and J.-S. Leu, “Enhancing Image-based Positioning With a Novel Foot Position Extraction Algorithm and Machine Learning,” The 97h IEEE Vehicular Technology Conference (IEEE VTC 2023 Spring), Florence, Italy, Jun 20-23, 2023.
[8]	S. I. Rufaida and J.-S. Leu, “Adversarial Reprogramming as Natural Multitask and Compression Enabler,” The 97h IEEE Vehicular Technology Conference (IEEE VTC 2023 Spring), Florence, Italy, Jun 20-23, 2023.
[9]	M. Faisal, J. T. Darmawan, N. Bachroin, C. Avian, J. S. Leu and C. T. Tsai, "CheXViT: CheXNet and Vision Transformer to Multi-Label Chest X-Ray Image Classification," The 18th edition of IEEE International Symposium on Medical Measurements and Applications (IEEE MeMeA 2023), Jeju, South Korea, Jun. 14-16, 2023.
[10]	A. J. Mantau, I. W. Widayat, Y. Adhitya, S. W. Prakosa, J.-S. Leu, and M. Koppen, “A GA-Based Learning Strategy Applied to YOLOv5 for Human Object Detection in UAV Surveillance System,” 17th IEEE International Conference on Control & Automation (ICCA 2022), pp. 9-14, Naples, Italy, Jun. 27-30 2022.
[11]	M. Mulyanto, S. W. Prakosa, M. Faisal and J.-S. Leu, “Using Optimized Focal Loss for Imbalanced Dataset on Network Intrusion Detection System,” The 95h IEEE Vehicular Technology Conference (IEEE VTC 2022 Spring), Helsinki, Finland, Jun. 19–22, 2022.
[12]	A. Kosasih, V. Onasis, W. Hardjawana, V. D. Miloslavskaya, V. Andrean, J.-S. Leu and B. Vucetic, “Graph Neural Network Aided Expectation Propagation Detector for MU-MIMO Systems,” the 2022 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2022), pp. 1212-1217, Austin, TX, USA, Apr. 10-13, 2022.
[13]	T. A. Putra, S. I. Rufaida, J.-S. Leu, “Enabling Large Scale Deep Learning on Smart Device by Exploiting Edge-Cloud Computational Paradigm,” The 94th IEEE Vehicular Technology Conference (IEEE VTC 2021 Fall), Sep. 27–30, 2021.
[14]	C.-H. Bai, S. W. Prakosa, H.-Y. Hsieh, J.-S. Leu and W.-H. Fang, “Progressive Contextual Excitation for Smart Farming Application,” The 19th International Conference on Computer Analysis of Images and Patterns 2021 (CAIP 2021), Sep. 27 – Oct. 01, 2021.
[15]	W.-P. Wu, Y.-C. Wu, C.-C. Hsu, J.-S. Leu, J.-T. Wang, “Design and Implementation of Vehicle Speed Estimation Using Road Marking-based Perspective Transformation,” The 93rd IEEE Vehicular Technology Conference (IEEE VTC 2021 Spring), Helsinki, Finland, Apr. 25–28, 2021.
[16]	J.-W. Liu, J.-B. Jiamg, S.-Y. Huang, K.-W. Su, M.-C. Yu and J.-S. Leu, “Practical Evaluation of Smartphone based Multi-Floors Indoor Positioning System using Enhanced Pedestrian Dead Reckoning and Map Calibration,” The 91th IEEE Vehicular Technology Conference (IEEE VTC 2020 Spring), Antwerp, Belgium, May 25–28, 2020.
[17]	C.-F. Yen, H-Y. Hsieh, K.-W. Su and J.-S. Leu, “Predicting Solar Performance Ratio Based on Encoder-Decoder Neural Network Model,” The 11th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2019), Dublin, Ireland, Oct. 28-30, 2019.
[18]	S.-Y. Huang, J.-W. Liu, M.-C. Yu and J.-S. Leu, “A PDR-based Indoor Positioning System in a Nursing Cart with iBeacon-based Calibration,” The 90th IEEE Vehicular Technology Conference (IEEE VTC 2019 Fall), Honolulu, Hawaii, USA, Sep. 22–25, 2019.
[19]	Y. Adhitya, S. W. Prakosa, M. Koppen, and J.-S. Leu, “Convolutional Neural Network Application in Smart Farming ,” International Conference on Soft Computing in Data Science 2019 (SCDS 2019), Fukuoka, Japan, Aug. 28–29, 2019.
[20]	H.-Y. Hsieh, J.-S. Leu and S.-A. Huang, “Implementing a Real-Time Image Captioning Service for Scene Identification Using Embedded System,” The 16th IEEE International Conference on Sensing, Communication and Networking (IEEE SECON 2019), Boston, Massachusetts, USA, Jun. 10-13, 2019.
[21]	H.-Y. Hsieh, S. W. Prakosa, and J.-S. Leu, “Towards the Implementation of Recurrent Neural Network Schemes for WiFi Fingerprint-Based Indoor Positioning,” The 88th IEEE Vehicular Technology Conference (IEEE VTC 2018 Fall), Chicago, USA, Aug. 27–30, 2018.
[22]	K.-W. Su, M.-C. Yu and J.-S. Leu, “A Neuroevolution Strategy Using Multi-agent Incorporated Hierarchical Ensemble Model,” The Genetic and Evolutionary Computation Conference (GECCO 2018), pp. 171-172, Kyoto, Japan, Jul. 15-19, 2018.
[23]	Y.-T. Wu, H-Y. Hsieh, X. K. Sigalingging, K.-W. Su and J.-S. Leu, “RIVA: A Real-time Information Visualization and Analysis Platform for Social Media Sentiment Trend,” pp. 256 - 260, The 9th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2017), Munich, Germany, Nov. 6-8, 2017.
[24]	P.-C. Chen, H.-Y. Hsieh, X. K. Sigalingging, Y.-R. Chen, and J.-S. Leu, “Prediction of Station Level Demand in a Bike Sharing System Using Recurrent Neural Networks,” pp.1-5, The 85th IEEE Vehicular Technology Conference (IEEE VTC 2017 Spring), Sydney, Australia, Jun. 4–7, 2017.
[25]	K.-W. Su and J.-S. Leu, “Analysis of Energy Efficient Clustering Schemes with Isolated Node Issue in Aerial Wireless Sensors,” the 2017 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2017), pp. 1 - 5, San Francisco, CA, USA, Mar. 19-22, 2017.
[26]	C.-C. Chiu, J.-C. Hsu and J.-S. Leu, “Implementation and Analysis of Hybrid Wireless Indoor Positioning with iBeacon and Wi-Fi,” The 8th International Congress on Ultra Modern Telecommunications and Control Systems (ICUMT 2016), pp. 80-84, Lisbon, Portugal, Oct. 18–20, 2016.
[27]	C.-Y. Liu, Y.-S. Chen, J.-S. Leu, and T. Song, “Energy efficient streaming for smartphones by video adaptation and backlight control,” 2016 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG 2016), Prague, Czech Republic, Jun. 27–29, 2016.
[28]	T. Katayama, W. Shi, T. Song, T. Shimamoto, and J.-S. Leu, “Reference frame selection algorithm of HEVC encoder for low power video device,” 2016 2nd International Conference on Intelligent Green Building and Smart Grid (IGBSG 2016), Prague, Czech Republic, Jun. 27–29, 2016.
[29]	M.-Y. Wu, M.-C. Yu, J.-S. Leu, and S.-K. Chen, “Improving Security and Privacy of Images on Cloud Storage by Histogram Shifting and Secret Sharing,” The 83th IEEE Vehicular Technology Conference (IEEE VTC 2016 Spring), Nanjing, China, May 15–18, 2016.
[30]	Y.-T. Wu, M.-C. Yu, J.-S. Leu, E.-C. Lee and T. Song, “Design and Implementation of Various File Deduplication Schemes on Storage Devices,” 11th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine 2015), Taipei, Taiwan, pp. 80-84, Aug. 19-20 2015.
[31]	K.-C. Hsu and J.-S. Leu, “ Improving the Efficiency of Presence Service in IMS by JSON,” in The Seventh International Conference on Ubiquitous and Future Networks (ICUFN 2015), pp. 547-550, Sapporo, Japan, July 7-10, 2015.
[32]	J.-S. Leu and T. Song, “Received Signal Strength Indication(RSSI) Prediction-based Adaptive H.264/SVC Video Service on Smartphone,” (Invited speech) International Forum on Advanced Technologies(IFAT2015), Tokushima, Japan, Mar. 9, 2015
[33]	Y.-S. A. Chen, R.-H. Liang, J.-S. Leu, "The Effect of Consumers’ Regulatory Focus on the Development of Portable Health Monitoring and Emergency Assistance for Senior Citizen," The 15th Asia Pacific Industrial Engineering and Management Systems Conference(APIEMS 2014), Jeju, Koren, Oct. 12-15, 2014.
[34]	T.-H. Chiang and J.-S. Leu, “Regional Energy Aware Clustering with Isolated Nodes in Wireless Sensor Networks,” 2014 IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2014), pp. 1829-1833, Washington DC, USA, Sep. 2-5, 2014.
[35]	J.-S. Leu, C.-T. Chen and T.-H. Chiang, “Prolonging WSN Lifetime with Data-Location Similarity and Weakest Node Protection,” The 79th IEEE Vehicular Technology Conference (IEEE VTC 2014 Spring), pp. 1-5, Seoul, Korea, May 18-21, 2014.
[36]	T.-Y. Chu, K.-C. Hsu, J.-S. Leu, "Design and Implementation of an Open Data Assisted Real-time Trip Planner," 2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG), pp. 1-4, Taipei, Taiwan, Apr. 23-25 2014.
[37]	J. H. Chen, J.-S. Leu, K. H. Li, "Hybrid Searching Scheme Supported by Dynamic Weighted Distributed Label Clustering in Social Networks," The 19th Asia-Pacific Conference on Communications (APCC 2013), pp. 609-613, Bali Island, Indonesia, Aug. 29-31 2013.
[38]	K.-H. Li, J.-S. Leu, and J. Hosek, "Ant-based On-demand Clustering Routing Protocol for Mobile Adhoc Networks," The Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2013), pp. 354-359, Taichung, Taiwan, Jul. 3-5 2013.
[39]	P. Vajsar, J. Hosek, P. Masek, N. Makhlouf, J.-S. Leu, "Design of QoS Model for Mobile Ad-hoc Network," the 36th International Conference on Telecommunications and Signal Processing (TSP 2013), pp. 111-117, Rome, Italy, Jul. 2-4 2013.
[40]	W.-B. Hsieh and J.-S. Leu, "A Dynamic Identity User Authentication Scheme in Wireless Sensor Networks," 9th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2013), pp. 1132-1137, Cagliari, Sardinia, Italy, Jul. 1-5, 2013.
[41]	J.-S. Leu, K.-W. Su, T.-Y. Chu, C.-H. Hsieh, Y.-S. A. Chen, and J. P. Ma, "Pointer Wizard - A Remote Interaction User Interface," The 11th ACM Annual International Conference on Mobile Systems, Applications, and Services (ACM MobiSys 2013), pp. 477-478, Taipei, Taiwan, Jun. 25-28 2013.
[42]	C. H. Lin, J.-S. Leu and M.-C. Yu, "Multiple Access Image Surveillance System in a Heterogeneous Network Environment", The 17th IEEE International Symposium on Consumer Electronics (ISCE 2013), pp. 215-216, Hsinchu, Taiwan, Jun. 3-6, 2013.
[43]	T.-K. Cheng, F.-M. Yang, J.-S. Leu, J.-L. C. Wu,"IEEE 802.16e/m Energy-Efficient Sleep Mode with Packet Scheduling in Multi-Broadcast Services," 18th IEEE International Conference on Networks(ICON 2012), Singapore, Dec. 12-14 2012.
[44]	H.-Y. Shih and J.-S. Leu, "Improving Resource Utilization in a Heterogeneous Cloud Environment," The 18th Asia-Pacific Conference on Communications (APCC 2012), pp. 185-189, Jeju island, Korea, Oct. 15-17 2012.
[45]	J. Mora and J.-S. Leu, "Intelligent Power Saving Technique for Mobile Devices," The 18th Asia-Pacific Conference on Communications (APCC 2012), pp. 504-508, Jeju island, Korea, Oct. 15-17 2012.
[46]	H.-Y. Shih, J.-J. Huang, and J.-S. Leu, "Dynamic Slot-based Task Scheduling Based on Node Workload in a MapReduce Computation Model," The 6th IEEE International Conference on Anti-counterfeiting, Security, and Identification (IEEE ASID 2012), pp. 185-189, Taipei, Taiwan, Aug. 24-26 2012.
[47]	M.-S. Lin, J.-S. Leu, W.-C. Yu, K.-H. Li, and J.-L. C. Wu, “TBRA: Termites Based Routing Algorithm in 3D Wireless Sensor Networks,” The 75th IEEE Vehicular Technology Conference (IEEE VTC 2012 Spring), Yokohama, Japan, May 6-9, 2012.
[48]	J.-S. Leu and H.-J. Tzeng, “Received Signal Strength Fingerprint and Footprint Assisted Indoor Positioning Based on Ambient Wi-Fi Signals,” The 75th IEEE Vehicular Technology Conference (IEEE VTC 2012 Spring), Yokohama, Japan, May 6-9, 2012.
[49]	C.-T. Chen, J.-S. Leu, K.-W. Su, Z.-Y. Zhu, T.-H. Chiang,"Design and Implementation of a Mobile Ambient Intelligence Based Mesoscale Weather Forecasting System," 2012 IEEE International Conference on Consumer Electronics (IEEE ICCE 2012), pp. 566-567, Las Vegas, NV, USA, Jan. 13-16 2012.
[50]	M.-C. Yu and J.-S. Leu,"Adaptive Weighted Scheme for Improving Mobile Sensor Node Connectivity in the IEEE 802.15.4 Network," the 13th IEEE/IFIP Network Operations and Management Symposium (IEEE/IFIP NOMS 2012), pp. 968-973, Maui, Hawaii, USA, Apr. 16-20, 2012.
[51]	N. H. Tung and J.-S. Leu,"Design and Implementation of Game Controller on Smartphone," 2012 IEEE International Conference on Consumer Electronics (IEEE ICCE 2012), pp. 684-685, Las Vegas, NV, USA, Jan. 13-16 2012.
[52]	M.-S. Lin, J.-S. Leu, W.-C. Yu, M.-C. Yu, and J.-L. C. Wu, "On Transmission Efficiency of the Multimedia Service over IEEE 802.15.4 Wireless Sensor Networks," The 13th International Conference on Advanced Communication Technology (ICACT 2011), pp. 184-189, Phoenix Park, Korea, Feb. 13-16 2011.
[53]	J.-S. Leu, W.-H. Lin, M.-C. Yu, and H.-J. Tzeng, "Recognition Assisted Dynamic Surveillance System Based on OSGi and OpenCV," The 13th International Conference on Advanced Communication Technology (ICACT 2011), pp. 83-87, Phoenix Park, Korea, Feb. 13-16 2011.
[54]	H.-C. Yueh and J.-S. Leu, "Virtual Grouping Byzantine Agreement: A compromised consensus scheme for a cooperative network ," 7th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2011), pp. 1877 - 1882, Istanbul, Turkey, Jul. 5-8, 2011.
[55]	W.-B. Hsieh and J.-S. Leu, "Design of a Time and Location Based One-Time Password Authentication Scheme," 7th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC 2011), pp. 201 - 206, Istanbul, Turkey, Jul. 5-8, 2011.
[56]	T.-Y. Chen, H.-W. Wei, J.-S. Leu, and W.-K. Shih, "EDZL Scheduling for Large-Scale Cyber Services on Real-Time Cloud," 2011 IEEE International Conference on Service Oriented Computing and Applications (IEEE SOCA 2011), pp. 1-3, Irvine, USA, 12-14 Nov. 2011.
[57]	P.-C. Liu, C.-W. Yi, Y.-T. Chuang, H.-H. Lu, J.-S. Leu, and W.-K. Shih, "On the capacity of tree-based P2P streaming systems," the Sixth International Workshop on Mobile Peer-to-Peer Computing (MP2P 2010) in conjunction with the Eighth IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom 2010), pp. 117-122, Mannheim, Germany, 29 Mar.-2 Apr. 2010.
[58]	J.-S. Leu and Y.-S. Yee, "A Simulation Comparison of VoIP over Wi-Fi and WiMAX", The 7th IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2010), Kaohsiung, Taiwan, May 20-21, 2010.
[59]	H.-C. Hsieh, J.-S. Leu, and W.-K. Shih,“Improving Robustness in an Autonomous Local Sensor Network,”, the 2010 IEEE Consumer Communications and Networking Conference (IEEE CCNC 2010), pp.1-5, Las Vegas, NV, USA, Jan. 9-12 2010. [EI]
[60]	J.-S. Leu, Y.-S. Yee, W.-L. Chen, "Performance Evaluation of Map-Reduce on Large-scale Data Processing", The 2010 IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2010), pp. 244-248, Taipei, Taiwan, Sep. 6-9, 2010.
[61]	J.-S. Leu, C. Changfan, K.-W. Su, and C.-F. Chen, "Design and Implementation of Music Information Retrieval and Gathering Engine (MIRAGE)", The 10th The International Symposium on Pervasive Systems, Algorithms, and Networks (I-SPAN 2009), pp.498-501, Kaohsiung, Taiwan, Dec. 14-16, 2009.[EI]
[62]	J.-S. Leu and C.-W. Tsai, "A Novel Popularity-Independent Resource Locating Scheme in a P2P Network", The 20th IEEE Personal, Indoor and Mobile Radio Communications Symposium 2009 (IEEE PIMRC 2009), pp.2807-2811, Tokyo, Japan, Sep. 13-16, 2009. [EI](NSC-98-2221-E-011-095-)
[63]	J.-S. Leu and M.-H. Huang, "Comparison of Piece-based File Sharing Schemes over a Peer-to-Peer Network in a Heterogeneous Network Environment", IEEE Global Communications Conference (IEEE GLOBECOM 2009), pp.1-6, Honolulu, Hawaii, USA, Nov. 30 - Dec. 4, 2009. [EI](Acceptance Rate: 1104/3200 = 34.8%)(NSC-98-2221-E-011-095-)
[64]	J.-S. Leu, W.-H. Lin, and H.-J. Tzeng, ”Design and Implementation of an OSGi-Centric Remote Mobile Surveillance System,” the IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2009), pp.2572-2576, San Antonio, Texas, USA, Oct. 11-14, 2009. [EI]
[65]	J.-S. Leu, C.-K. Lin, M.-S. Lin and J.-L. C. Wu, "Enhancing the Quality of Experience by Accelerating User Requests in a Multi-Wireless-Carrier Environment", The Fifth International Conference on Wireless and Mobile Communications (ICWMC 2009), pp. 54 - 57, Cannes/La Bocca, France, Aug. 23-29, 2009. [EI]
[66]	J.-S. Leu, C.-W. Tsai and C.-W. Yi, "Improving Adaptive Streaming Service across Wired/Wireless Network", International Workshop on Mobile Media Retrieval (MMR) in conjunction with The 10th International Conference on Mobile Data Management (MDM 2009), pp.614-618, Taipei, Taiwan, May 18-20, 2009. [EI]
[67]	J.-S. Leu and M.-H. Huang, "Piece-based File Sharing over a Peer-to-Peer Network in a Heterogeneous Network Environment", The 13th IEEE International Symposium on Consumer Electronics (IEEE ISCE 2009), pp.881-884, Kyoto, Japan, May 25-28, 2009. [EI]
[68]	J.-S. Leu, H.-C. Hsieh, Y.-C. Chen, and Y.-P. Chi, "Design and Implementation of a Low Cost DNS-based Load Balancing Solution for the SIP-based VoIP Service", 2008 IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008), pp.310-314, Yilan, Taiwan, December 9-12, 2008. [EI](Acceptance Rate: 100/397 = 25%)(NSC-97-2221-E-011-085-)
[69]	H.-C. Hsieh, J.-S. Leu, Y.-C. Chen, and W.-K. Shih, “Fault Detecting Scheme for Unstructured P2P Network Systems,” the IADIS International Conference Wireless Applications and Computing 2008 (IADIS WAC 2008), pp. 119-123, Amsterdam, The Netherlands, July 22-24 , 2008.
[70]	J.-S. Leu, and H.-C. Hsieh, “An Autonomous Wireless Sensor Network with Fault Resilience,” The 4th IEEE International Conference on Wireless and Mobile Computing, Networking and communication (IEEE WiMob 2008), pp. 223 - 227, Avignon, France, October 12-14, 2008. [EI](Acceptance Rate: 85/300 = 28.3%)
[71]	H.-C. Hsieh, J.-S. Leu, and W.-K. Shih,"Improving Fault-Tolerant Scheme for a Time-Sensitive Autonomous Local Wireless Sensor Network", The International Conference on Mobile Technology, Applications and Systems 2008(ACM Mobility Conference 2008), Yilan, Taiwan, September 10-12, 2008. [EI]
[72]	J.-S. Leu, “Empirical Analysis of Authentication Process in a Cooperative B3G Network,” the 17th International Conference on Computer Communications and Networks (IC3N 2008), pp. 1 - 5, St. Thomas U.S. Virgin Islands, USA, August 3-7, 2008. [EI] (Acceptance Rate: 98/399 = 24.6%)
[73]	J.-S. Leu, “Design and Implementation of A Lightweight Brokering System for Content/Service Charging in a Cellular Network Centric Business Mode,” The 66th IEEE Vehicular Technology Conference (IEEE VTC 2007 Fall), pp.1990-1994, Baltimore, MD, USA, October 1-3, 2007. [EI] (NSC-96-2218-E-011-004)
[74]	J.-M. Chen, J.-S. Leu, H.-W. Wei, L.-P. Tung, Y.-T. Chou, W.-K. Shih, “Design and Implementation of Video on Demand Services over a Peer-to-peer Multioverlay Network,” International Conference on Signal Processing and Multimedia Applications (SIGMAP), Springer, pp. 186-198, Set?bal, Portugal, August 7-10, 2006. (One of Best Papers)
[75]	J.-S. Leu, W.-K. Shih and Y.-P. Chi,“Improving AAA Message Forwarding Lookup Latency for WLAN Roaming in Cellular/PWLAN Environment,” the 2006 IEEE Consumer Communications and Networking Conference (IEEE CCNC 2006), Las Vegas, NV, USA, Jan. 8-10 2006. [EI]
[76]	J.-S. Leu, Y.-P. Chi, S.-C. Chang and W.-K. Shih, “BRAINS: Blog Rendering and Accessing Instantly System,” IEEE International Conference on Wireless and Mobile Computing, Networking and Communications(IEEE WiMob 2005), Vol. 4, pp. 1 - 4, Montreal, Canada, Aug. 22-24 2005. [EI]
[77]	J.-S. Leu, R.-H. Lai, H.-I. Lin and W.-K. Shih, “Practical Considerations on End-to-End Cellular/PWLAN Architecture in support of Bilateral Roaming,” the 2005 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2005), Vol. 3, pp. 1702 - 1707, New Orleans, LA, USA, Mar. 13-17 2005. [EI]
[78]	J.-S. Leu, H.-M. Kuo and S.-C. Chang, “Real-Time Information Aggregator: Visualizing SMS and MMS Messages System,” The Sixth International Conference on Information Integration and Web-based Applications & Services (IIWAS 2004), Jakarta, Indonesia, pp. 261-265, Aug. 27-29 2004.

專利

著作

其他

[1]	M.-S. Lin, J.-S. Leu*, "Chapter 4: Overview of IEEE 802.15.4 WSNs in 3D Terrains,” Wireless Sensor Networks: Theory and Application, CRC Press, Taylor and Francis Group
[2]	J.-S. Leu, “Mobile Services in Wireless Communications Environment,” Encyclopedia of Wireless and Mobile Communications, Taylor & Francis Group (ISBN: 978-1-4200-4326-6 (hardback) 978-1-4200-5562-7 (electronic) Date: 04/15/2008)

研究成果

研究計畫

計畫名稱	計畫總額	執行始於	執行結束	委託單位
開放式光/無線整合雛型系統(3/4)(114-2218-E-011 -003-)	10700000	11406	11505	國科會
IoT-Enabled Smart Buildings Energy Prediction System for Sustainable Development	250000	11401	11412	國立臺灣科技大學、布拉格捷克理工大學
Coarse Grained Network Traffic Prediction for Network Resource Management in Future	200000	11401	11412	國立臺灣科技大學、德國布倫瑞克工業大學
數位孿生群集智能先期研究	000000	11311	11406	芯展電子
非同步衛星通訊韌性暨安全管理服務	000000	11309	11401	中華電信
多星系網路跨衛星鏈結組網機制之效能模擬與評估	000000	11308	11403	工業技術研究院
開放式光/無線整合雛型系統(2/4)(113-2218-E-011-009-)	12500000	11306	11405	國科會
同步及非同步軌道衛星整合網路之流量管理	000000	11304	11311	財團法人電信技術中心
ESG Friendly Infrastructure Using AIoT Based Paradigm	100000	11301	11312	國立臺灣科技大學、泗水理工大學
次世代網路下影像合成傳輸應用開發計畫	000000	11212	11305	全科科技
後5G室內定位系統視覺呈現平台開發計畫	000000	11210	11304	獵戶科技
開放式光/無線整合雛型系統(1/4)(NSTC-112-2218-E-011-006-)	14451000	11206	11305	國科會
使用ARM叢集系統與低功率無線設備於分散式計算架構下佈署室内定位系统(NSTC-112-2622-E-011-004-)	600000	11206	11305	國科會
紅外線感應水龍頭AIOT物聯網平台開發計畫	000000	11206	11305	彰一興實業
使用ARM叢集系統與低功率無線設備於分散式計算架構下佈署室內定位系統	000000	11206	11305	芯展電子
下世代無線通訊協定開發計畫	000000	11204	11209	芯展電子
語音指令辨識開發計畫	000000	11203	11208	全科綜電
基於嵌入式系統的人機交互手勢跟蹤與識別	000000	11111	11210	融程電訊
Ultra-Wideband based Indoor Localization for Mobile Robotics in the LOS/NLOS En vironment Using Deep Learning	200000	11109	11208	國立臺灣科技大學、布拉格捷克理工大學
109-1學海築夢計畫-(美國) Coretek Global LLC	628802	11109	11111	教育部
融合無線區域網路訊號與人體姿態位置估計以進行室內定位之研究(NSTC-111-2221-E-011 -070 -)	801000	11108	11207	科技部
開放式光/無線整合雛型系統(NSTC-111-3114-E-011 -001 -)	13000000	11108	11205	國科會
Deep Learning based IoT in outdoor, remote and farming environments	200000	11107	11206	日本九州工業大學、國立臺灣科技大學
Learning-based De-raining Algorithms for Video System of Drone	250000	11107	11206	日本德島大學、國立臺灣科技大學
110-1學海築夢計畫-(美國) SparkAmplify LLC	484126	11107	11108	教育部
後5G室內定位之研究	000000	11105	11201	獵戶科技
無人機長距離通訊傳輸應用之研究	000000	11103	11106	翔探科技
軟體確效與測試專案	000000	11010	11108	醫揚科技
基於自然語言分析開發應用於社群商務對話之情緒探索系統研究	000000	11009	11012	芯展電子
Construction and autonomous verification of an indoor radio environment map using deep learning and robot based-on LoRaWAN	250000	11009	11108	國立臺灣科技大學、布拉格捷克理工大學
於資源受限的設備上實現輕量化室內定位服務(MOST-110-2221-E-011 -013 -)	660,000	11008	11107	科技部
Development and Deployment of Lightweight CNN Models Applied for Plant Leaf Diseases using Edge Computing Paradigm	250000	11008	11107	日本德島大學、國立臺灣科技大學
雷達都普勒訊號回波影像識別(ext)	000000	11005	11007	全科綜電
ARM Cluster上NLP應用及相關原形技術之研究	000000	11004	11007	芯展電子
雷達都普勒訊號回波影像識別	000000	11001	11004	全科綜電
基於雷達微都普勒訊號的手勢識別之序列到序列模型研究	500000	10912	11011	日本東京工業大學、國立臺灣科技大學
Android系統容器化	000000	10910	11001	芯展電子
應用機器學習偵測加密勒索軟體運作足跡與即時阻斷研究(MOST-109-2221-E-011 -108 -)	775,000	10908	11007	科技部
Methods for Validating Soft-Error Resilience of Functional Models for IoT Devices	250000	10908	11003	日本九州工業大學、國立臺灣科技大學
Hardware Implementation of NODE for edge computing	200000	10907	11006	日本德島大學、國立臺灣科技大學
運用智能計算進行行動網路中覆蓋與干擾問題之偵測(2/2)(MOST-109-2218-E-011 -012 -)	600000	10907	11006	科技部
運用智能計算進行行動網路中覆蓋與干擾問題之偵測	000000	10907	10912	工研院
車速、牌辨識演算法	000000	10905	10907	維碩科技
資料蒐集自動化與區塊鏈環境建置研究計畫	000000	10903	10906	芯展電子
室內定位與訊號熱圖計畫	000000	10902	10907	杰悉科技
108學海築夢計畫-(美國) Coretek Global LLC	633215	10901	10903	教育部
介面操作行為自動化程式開發計畫	000000	10811	10902	芯展電子
以網站為基的港灣監控軟體開發II	000000	10809	10908	全科綜電
結合移動式霧運算和模型壓縮技術實現新一代互動式家庭關懷平台(MOST-108-2221-E-011 -061 -)	802000	10808	10907	科技部
IoT in rural, outdoor, remote and farming environments	250000	10808	10903	日本九州工業大學、國立臺灣科技大學
運用智能計算進行行動網路中覆蓋與干擾問題之偵測(1/2)(MOST-108-2218-E-011 -029 -)	595000	10807	10906	科技部
行動網路訊號覆蓋與干擾問題自動感知方法設計與實作	000000	10807	10906	工研院
Fast Algorithm and Hardware Implementation of Neural Ordinary Differential Equations for Edge Comput	250000	10807	10906	日本德島大學、國立臺灣科技大學
107新南向學海築夢計畫-(澳洲) Right Course Holdings Pty Ltd	600000	10806	10808	教育部
智慧聯網技術與應用人才培計畫--108智慧空間電子應用聯盟-課程(模組)發展計畫-「智慧空間表示與探索」課程	878000	10804	10903	教育部
107學海築夢計畫-(美國) Coretek Global LLC	623000	10801	10803	教育部
室內定位系統開發	000000	10712	10805	醫揚科技股份有限公司
行動寬頻課程推廣計畫-LPWAN原理與實務	650000	10712	10901	教育部
物聯網感測器與使用者活動關聯之研究 - 利用無線電空間頻譜感知個人或群體行為	300000	10709	10808	日本東京工業大學、國立臺灣科技大學
IoT in rural, outdoor, remote and farming environments	230000	10708	10803	日本九州工業大學、國立臺灣科技大學
自我組織網路之訊號熱圖重建與功能測試	000000	10707	10712	工研院
[國立陽明大學暨國立臺灣科技大學學術合作專題研究計畫]開發慢性病患智慧健康自我管理系統與裝置-以COPD為例	250000	10706	10805	國立陽明大學、國立臺灣科技大學
106學海築夢計畫-(美國) Coretek Global LLC	408000	10703	10705	教育部
整合符號執行與fuzzing技術檢測潛在的漏洞以及Android Container	000000	10701	10712	工研院
深度類神經網路模型加速技術與軟體開發	000000	10701	10712	工研院
智慧聯網技術與應用人才培計畫--107智慧空間電子應用聯盟-課程(模組)發展計畫-「智慧空間表示與探索」課程	1298200	10611	1083	教育部
以使用者網路行為基之未知惡意網路行為機器學習辨識系統(106-3114-E-011-009-)	907,000	10610	10709	科技部
巨量資料平台之設備端場域無線基站自動佈建技術	000000	10610	1079	資策會
於Linux Host上以實現Android虛擬化之技術研究	000000	10609	10612	工研院
Model Compression演算法	000000	10608	10612	工研院
[國立陽明大學暨國立臺灣科技大學學術合作專題研究計畫]慢性病患戶外活動環境監測及運動決策輔助系統開發	250,000	10606	10705	國立陽明大學、國立臺灣科技大學
車輛目標模擬器與影像式車輛偵測系統研究II	000000	10605	10707	全科綜電
車輛目標模擬器與影像式車輛偵測系統研究	000000	10511	10604	全科綜電股份有限公司
利用串流分析、實物認證與多媒體物聯網建構互動式家庭關懷平台(105-2221-E-011-084-MY3)	2,357,000	10508	10807	科技部
[臺北醫學大學暨國立臺灣科技大學學術合作專題研究計畫]失眠患者之睡前準備穿戴式雲平台系統開發與驗證	300,000	10501	10512	臺北醫學大學、國立臺灣科技大學
[東京工業大學暨國立臺灣科技大學學術合作專題研究計畫] 利用Hadoop平台收集、處理與分析來自以人為本物聯網設備的大量數據之研究	300,000	10501	10512	國立臺灣科技大學
銀髮族居家智慧輔具系統的整合設計與實作(104-2218-E-011 -016 -)	621,000	10409	10508	科技部
透過OTT網路服務平台的多媒體安全傳遞機制之研究(104-2221-E-011-018-)	775,000	10408	10507	科技部
室內商場定位導覽系統開發	000000	10408	10507	台灣之星電信股份有限公司
104, 105年度「資通訊軟體創新人才推升計畫-價值創造推廣分項」(協同主持人)	000000	10404	10603	教育部
Linux Optimization for HW Diagnostic FW	000000	10404	10410	香港商凌拓科技股份有限公司台灣分公司
Fast Duplicated Files Finder	000000	10401	10406	威聯通科技股份有限公司
基於雲端儲存裝置服務平台之應用程式開發計畫(III)	000000	10311	10404	威聯通科技股份有限公司
人本中心情境感知計算系統之研究設計與開發(103-2221-E-011-112-)	627,000	10308	10407	科技部
基於雲端儲存裝置服務平台之應用程式開發計畫(II)	000000	10301	10306	威聯通科技股份有限公司
愛的天使:守護你所關心的人(103-2218-E-011 -005-)	635,000	10301	10308	國科會
智慧型手機上具自我學習能力之能耗控管模型之研究(102-2221-E-011-068-)	651,000	10208	10307	國科會
基於雲端儲存裝置服務平台之應用程式開發計畫	100,000	10206	10208	威聯通科技股份有限公司
隨意點精靈- 年長者為中心的非接觸通訊人機介面(101-2218-E-011-039)	395,000	10110	10205	國科會
在異質點對點網路中以網路編碼進行檔案分享及行動節點的能耗問題之研究(101-2221-E-011-126-)	582,000	10108	10207	國科會
連結Android裝置上SD卡至檔案系統之開發	100,000	10008	10012	融程電訊
基於物聯網技術之智慧型建築安全與綠能應用之研製-子計畫二：基於物聯網異質感測器網路管理與雲端接取路由技術之研究(I) (100-2221-E-011-154-)	605,000	10008	10107	國科會
基於Android智慧型手持裝置之人機介面開發	250,000	10008	10101	融程電訊
互動多媒體教學推動聯盟中-100年度課程發展計畫-教材發展：多媒體平臺技術領域「行動多媒體通訊平臺設計」課程	400,000	10004	10103	教育部
電力線網路上的可擴充應用平台	300,000	10001	10006	鼎御科技
可擴充性的家庭自動化應用平台	500,000	9906	10005	融程電訊
點對點網路上調適性的資源找尋策略與具效率的檔案分享機制(98-2221-E-011-095-)	559,000	9808	9907	國科會
具有容錯及負載平衡之網路電話架構的設計與分析(97-2221-E-011-085-)	523,000	9708	9807	國科會
「家庭網路平台」教材發展計畫(第二年)	375,000	9701	9712	教育部
「家庭網路平台」教材發展計畫(第一年)	375,000	9609	9703	教育部
以網路為中心模式下輕量型加值服務認證授權計費之代理系統(96-2218-E-011-004-)	561,000	9608	9707	國科會

指導學生

博士生

學年	論文題目	學生
112	Study on Robustness of Two-Dimensional Deep Spatial-Based Learning in Network Intrusion Detection Systems	Mulyanto
112	Enhancing Robustness and Efficiency of Deep Neural Networks through Adversarial Approaches	Syahidah Izza Rufaida
112	Study on the Deep Learning Techniques on the Classification of Cocoa Bean Images: Effect of Contextual Information and Poolong Layers	Xanno Sigalingging
112	Study on Electronic Nose Signal Processing: A Multi-Approach Exploration of Feature Extraction, Deep Learning, and Temporal-Spatial Strategies	Cries Avian
111	An Exploration of Plant Leaf Disease Identification via Feature Fusion and Autonomous Deep Learning	Muhamad Faisal
111	Study on the Construction of Smart Farming Frameworks	Setya Widyawan Prakosa
111	條件式具主觀成分異質內容之生成方法	蘇冠武
110	運用機器學習強化網路攻擊偵測之研究	徐家銘
109	Utilizing Extreme Gradient Boosting Method for Constructing Multilevel Neural Network to Reduce the Inference Time in an Edge-Cloud Environment	Tryan Aditya Putra
106	利用個人生理指標與室內情境資訊以辨別使用者日常活動之研究	游敏杰
102	基於寬頻無線網路環境的車用系統上多媒體服務之研究	鄭自凱
101	通訊網路環境中安全身份認證協定之研究	謝文彬
100	無線感測網路在三維度空間之效能評估暨佇列管理機制之研究	林木盛

碩士生

學年	論文題目	學生
112	基於深度學習演算法的多標籤胸部X光分類研究	Uswatun Hasanah
112	以太坊交易費用估算：對GS-Express方法的研究及改良估算器的開發	鍾華轅
112	設計與實作機器學習中資源高效的模型生產系統	謝維
112	5G O-RAN中適應性網絡切片的深度強化學習方法	陳宣輔
112	基於微服務架構結合驗證機制實現MLOps的AI/ML模型管理平台	王勁杰
112	MSADFusion：基於多尺度自適應動態融合策略的紅外線與可見光影像融合方法	林禹丞
112	利用 Transformer 編碼器和雙重深度 Q 網絡在無人機網絡中部署服務功能鏈的策略	林紹元
111	基於Wi-Fi 定位的多樓層自主參數校正行人航位推算系統	黃新揚
111	基於地磁指紋與有向循環圖之室內定位演算法研究	查喬
111	應用聯邦學習實現基於影像辨識的室內定位系統	俞恆劭
111	設計與實作具有持續部署特性的室內定位系統	蔡侑諴
111	基於三維卷積神經網路於心房顫動病人的斷層掃描影像之中風預測演算法	徐唯毓
111	應用大型語言模型於低功耗藍牙通訊中進行滲透測試及弱點辨識	謝明諺
110	基於距離都卜勒影像之跌倒偵測系統的設計與實現	徐偉倫
110	漸進式關聯激發法之智慧農場應用	白家鴻
110	融合WiFi訊號強度與人體姿態估計進行兩階段定位系統	鄭和軒
110	Mobile-Robot and Platform for VLC Indoor Navigation	Stepan Bosak
110	Infrastructure of Indoor VLP System	Martin Suda
110	在 5G O-RAN 上實現流量控制的端到端驗證	楊宏毅
110	基於遺傳算法的無線基地台部署模擬系統	陳冠霖
110	基於表情情緒、視覺物件，與地理位置之個人化音樂推薦系統	劉又瑜
110	利用深度學習與合成資料實現胸部X光片之外來物與骨骼影像消除	張祐瑞
110	深度學習演算法對胸部 X 光的心臟衰竭預測	蔡岱樺
110	基於連續信號星座圖的 CNN-LSTM 換手預測	吳映澄
109	利用道路標線為基準進行透視變換估測車載速度之研究	吳婉萍
109	基於不同教師模型架構進行知識蒸餾之研究	黃郁雯
109	Study of Malware Detection Based on Deep Learning Algorithms	Paul Elijah Setiasabda
109	Predicting the wireless network coverage using multi-output neural network	Olivia Ferlita
109	片段線性化暨緊密矩陣編碼於神經網路參數實現模型壓縮	黃勝安
109	基於可移植可執行式文件的多特徵結合 CNN 與深度學習之勒索病毒偵測	楊家乘
109	利用擴張焦點於無人機上實現單鏡頭距離偵測	莊旻哲
109	運用灰狼優化演算法的無人機三維路徑規劃	張丞志
109	基於距離-督普勒圖之手勢辨識系統設計與實作	林昱明
108	基於行人推算導航演算法與定位座標校正實現護理推車定位系統	劉景文
108	Evaluation of Clustering Algorithms in Movie Recommender System with Unsupervised Machine Learning Schemes	Debby Cintia Ganesha Putri
108	運用多樣教師結構進行知識蒸餾於模型壓縮之研究	江郡邦
108	基於多標準決策之推薦系統-以租屋市場為例	張譯勻
108	基於自主配置的多層室內定位系統設計與實作	黃少鏞
108	於自組織網路中藉由智能計算檢測無線覆蓋問題	劉時新
108	物聯網之健康照護設計與實作-以COPD為例	黃品禎
108	基於影像辨識的室內定位系統設計與實作	楊士逸
108	應用機器學習演算法模擬室內無線訊號強度之研究	柯承佑
108	運用混合序列模型於中文語句修正之研究	陳俊瑋
108	運用多尺度錐體點網路進行三維物件偵測之研究	許華哲
108	Soft Knowledge Relocation: toward heuristic-agnostic model pruning	Jules SALZINGER
107	具可程式恆溫功能之單晶微波加熱器	曾子宇
107	Enhancing Greybox Fuzzing with Concolic Test Case Generator	Ikhwan Mohammad Iqbal
107	Denial of Service Detection and Mitigation in Multi-Access Edge Computing in Software Defined Network by Decision Tree Learning Approach	Adhyatma Abbas
107	以知識蒸餾實現模型壓縮之分析	洪宇薇
107	基於物聯網邊緣運算節點下的入侵檢測系統設計與實作	蕭珞騏
106	Automatic News-Roundup Generation using Clustering, Extraction, and Presentation	Vincent Utomo
106	基於嵌入式系統實現即時影像情境辨識系統	謝禾彥
106	於無線網狀網路下網狀節點佈置演算法之研究	王翊帆
106	實作適用於多樣態三維環境之無線基地台佈建模擬系統	陳柏翰
106	以機器學習實作嵌入式船舶辨識系統	董祐瑋
106	研製適用於容器化Android叢集伺服器之資源控管機制	蔡佾勳
106	24GHz 毫米波雷達目標模擬器之研製	洪嘉男
106	以循環一致性生成對抗網路實現圖像轉換之研究	饒志鴻
106	Improving the Accuracy of Pruned Network Using Knowledge Distillation	SETYA WIDYAWAN PRAKOSA
106	Study on Compressing ConvNets Using Pruning Filters and Layers	Muhammad Zulfan Azhari
105	於不平衡網路借貸資料集中使用機器學習機制預測違約風險	陳彥汝
105	國際數據漫遊之異質網路整合應用研究	林宜誠
105	A Human-Computer Interface Classification Algorithm using EMG-Based Facial Gesture Recognition	Xanno Kharis Sigalingging
105	於資料降維時利用自動編碼器增強資訊保留能力	鄭宇辰
105	Improved Swarm-wavelet based Extreme Learning Machine for Myoelectric Pattern Recognition	Alrezza Budiarsa
105	基於霧/雲運算架構的智慧家庭能源管理系統的設計與實作	陳彥達
105	基於基因演算法具可解讀規則及最適群聚之模糊分群演算法	楊程皓
105	利用綜合機器學習演算法實現混合式室內定位導航方案之設計與實作	許任捷
105	以隨機森林方法使用心率變異辨識使用者日常行為模式	張哲睿
104	IP-based Intelligent Doorphone	Daniel Hofman
104	Improving the Age Estimatior Accuracy by a Hybrid OptimizationScheme	Reza Syahroel Ghufran
104	在雲端平台上建立機器學習機制用於資料分析與預測	詹佳芸
104	行動裝置上基於生物特徵的遠端相互認證方法	陳聖凱
104	利用循環類神經網路實現公共自行車各站台需求預測之研究	陳柏全
104	輔以不同類型支配集之基於蟻群需求式路由演算法的比較	許梓垣
104	植基於機器學習的人力資源分配機制之設計與實作	洪圳廷
104	利用iBeacon與Wi-Fi混合式無線技術設計與實現室內定位系統	邱靖倢
104	設計與實作一個平行處理為輔的作業系統持續整合自動化測試平台	周楹彬
104	即時異質資料分析系統於雲端運算平台上的設計與實現	吳勇霆
104	基於KMA自適應機制即時編碼之DASH串流系統的設計與實現	王秉軒
103	利用KMA自適應機制提升DASH協定的視訊串流品質	陳逸翔
103	利用直方圖偏移與祕密共享增強雲端影像資料之安全性與私密性	吳旻穎
102	Design and Implementation of an Open Data Assisted Real-Time Trip Planner	朱天瑜
102	Enhancing the Presence Service Efficency of Internet Protocol Multimedia Subsystem-based Web Services	徐堃哲
102	Design and Implementation of a Google Map Based Navigation System with Interative Multimedia	朱哲儀
102	Study on Regional Emergy Aware Clustering with Isolated Nodes in Wireless Sensor Network	江東鴻
101	移動隨意網路中以弱連結支配集為輔之基於蟻群的需求式分群路由演算法	李坤翰
101	異質網路環境中視訊廣播之監控系統的設計與實作	林正宏
101	輔以動態權重標記式分群的混合式社群網路搜尋策略	陳政輝
101	應用可調適視訊編碼及背光控制達成智慧型手機上高效節能的串流服務	劉醇曜
101	基於排隊理論之蜂巢式網路節能機制探討	欒自雨
100	基於周圍Wi-Fi訊號紋路特徵之權值式定位演算法	曾泓傑
100	基於資訊及地域鄰近性與弱點保護機制用以延伸無線感測網路有效性之研究	陳政宗
100	服務導向物聯網平台上異質感測訊息排程之研究	陳其灃
100	A Novel Energy Saving Scheme for Smartphone Based on Non-parametric Prediction	Nguyen Hai Tung
100	在適應性雲端架構下具主觀性質的音樂資訊擷取之研究	蘇冠武
100	異質雲端環境下基於節點負載之動態任務調度機制	石欣玉
100	利用Linphone設計與實作一個在異質網路下的語音即按即說廣播服務	羅堅誌
99	增進IEEE802.15.4網路下移動感測節點連線能力的調適型權重演算法	游敏杰
99	基於網路編碼的非結構化點對點檔案分享之模擬研究	岳孝權
99	基於鄰近節點資訊的點對點網路搜尋策略	陳威霖
98	遠端行動監控系統之設計與實作	林暐翔
98	在無線網路環境中調適於傳送速率的串流伺服器之設計	陳聖甫
98	Performance Study of Map-Reduce over Hadoop for Large-scale Data Processing	Yun-Sun Yee
97	多重無線網路業者之骨幹頻寬管理	林傳根
97	異質網路環境中點對點網路之檔案分享機制	黃銘宏
97	點對點網路上調適性的資源找尋策略	蔡承衛

指導專題

學年	專題題目	學生
112	租借平台	陳韋翰, 劉品宗, 徐欣業
112	手勢學習新體驗：智慧型手勢教學平台	陳毓壎, 鐘昱穎
112	EMI 教學網站-影片人聲轉合成聲	陳昆樂, 施鈞譯, 許紫葳
111	校園餐飲平台暨外送導航系統開發	洪柏鈞,江泓儒,謝承遠
111	人工神經網路於高能物理之應用與探討	詹承翰
111	智慧校園雲端管理系統的設計和實現	曾燕玲
110	基於手勢識別之文字朗讀系統	林紹元, 鍾德偉, 王勁杰
109	基於自然語言處理的假新聞檢測	吳國俊
108	智能遠距離測溫設備	廖俊錳, 劉司港
108	室內定位系統Indoor Positioning System	賴昱鈞, 曾子嘉, 俞恆劭
107	半自動水耕栽培系統結合手機App	李勁彥, 陳冠霖, 范城霖
107	基於AR技術的指引應用之開發	鍾華轅, 黃新揚
106	智慧酒駕終結系統	韓志杰, 黃俊維, 殷之浩
106	智慧溫室系統	陳順祥, 張立昇
106	基於動態規劃的室內導航系統設計與實作	黃勝安, 郭雨承
106	智慧疲勞偵測方向盤	陳弈廷, 王啟丞
105	停車場車輛找尋應用系統	鄭富元
105	室內定位結合擴增實境之行動APP	黃品禎,楊士逸
105	設計與實作以開放式資料為輔之即時交通規劃系統	賴聖傑,劉冠甫
104	室內環境偵測系統	江紫紅, 蕭珞騏
104	GPS防走失裝置	陳偉源, 吳俊偉
103	NumberCatcher智慧型排隊系統	饒志鴻,程文志
103	投擲自主訓練App	徐麒軒
103	iHelper愛幫手	蔡孟庭,董祐瑋
103	微晶片競速自走車開發系統設計與實作	陳智峰
103	寵物餵食器	洪嘉男
102	行動字源雲端設計與開發	徐伯誠
102	設計與實現一個行動隨身心電圖監測系統	廖唯倫,劉子璞
102	微晶片競速自走車開發系統設計與實作	張哲睿,朱家毅
102	遙控智能車的設計與實作	陳彥達
101	智慧型手機為中心的雲端應用開發	胡德康
101	微晶片競速自走車開發系統設計與實作	邱靖倢,陳柏翰
101	智慧型手機之雲端應用開發	薛乃榮
100	Hadoop任務排程之效能改進	陳柏全,黃致嘉
100	雲端地圖之研究	陳國榮
100	異質無線網路下多媒體傳輸應用之開發	陳俊安
100	智慧型人機介面之開發; 數位時光膠囊雲端系統(NSC-101-2815-C-011-029-E)	謝成鑫
100	觸覺式的智慧導航系統	陳國瑋
99	指人針	翁嘉澤
99	智慧型手機與門禁監控系統之開發	徐堃哲
99	微氣候探測器	朱哲儀,江東鴻
98	遠端行動監控系統擴充之嵌入式系統的多媒體程式開發	李坤翰,劉醇曜
98	具入侵偵測之防盜影像擷取系統	林正宏
98	遠端行動監控系統擴充之移動設備程式開發	陳政輝
97	異質設備間檔案傳輸	陳威志
97	異質網路下串流服務之研究	彭佩瑜,石欣玉
97	異質設備間音訊傳輸及格式轉換	陳其灃,林訓陽
97	結合無線通訊技術以OSGi為基礎實現行動居家照護系統	曾泓傑

特殊榮譽

年份	事蹟
2023	學生蔡明翰、王樹盛、陳彥廷參加「大專院校模擬實戰創業平台」競賽獲選補助10萬元
2023	學生Ikhwan Mohammad Iqbal等參加「台科大外籍人才創新創業培訓計畫The 2nd GTEP」以PILLOW & Geotechnical Intelligence Innovative Group 取得Triple Innovation Awards
2022	學生林於樵等參加110年度第四屆「你可以改變未來」創新創業競賽智慧科技組冠軍
2022	學生謝明諺等參加110年度第四屆「你可以改變未來」創新創業競賽產業創新組冠軍
2022	學生查喬等參加110年度第四屆「你可以改變未來」創新創業競賽社會實踐組佳作
2022	學生林於樵、林紹元獲選111年度「U-start創新創業計畫」第一階補助
2021	學生徐偉倫、鄭和軒、張丞志、劉又瑜、蔡岱樺以「智慧停車繳費系統」參加「第二屆大專院校資訊創新應用暨金流服務競」榮獲第三名
2020	學生柯承佑、黃少鏞、江郡邦、劉時新等同學於SBIR 新秀組中為獲補助團隊
2020	學生黃新揚、鍾華轅等同學榮獲「2020 Schneider Go Green 」台灣決賽冠軍
2019	學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「 Sigfox Taipei Hacking House」榮獲第四名
2019	學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「教育部 U start 創新創業計畫」榮獲補助團隊
2019	學生柯承佑、黃少鏞、江郡邦、劉時新等同學參加「108年度國立臺灣科技大學創新創業推動基地商品化競賽」榮獲補助團隊
2018	學生柯承佑、黃少鏞、江郡邦、劉時新、張譯勻等同學參加「107年度國立臺灣科技大學第九屆國際創意創業競賽」榮獲企業特別獎
2017	謝禾彥、蔡佾勳、王翊帆、陳柏翰等同學參加經濟部工業局主辦「Open Data創新應用競賽」榮獲開放資料應用組優等
2017	蘇冠武、許任捷、陳柏翰、謝禾彥參加2017 Microsoft Indoor Localization Competition榮獲二維定位組的第四名(使用FingerPrinting方法，效果最佳的一組)
2016	指導饒智鴻、陳智峰同學參加第二屆創意智慧生活競賽，以"NFC智慧藥盒"榮獲健康照護組季軍
2016	指導學生邱靖倢、許任捷、陳彥達、饒志鴻參加「第二屆全國校園雲端創新應用大賽」以「4Gourney」榮獲中小學行動學習類-學生組第三名
2016	指導學生陳柏全、陳彥汝、楊程皓、張哲睿、謝禾彥，參加經濟部工業局主辦之「2016通訊大賽-智慧城市應用服務設計競賽」，以「Bike Go」作品，榮獲佳作
2016	指導學生董祐瑋、蔡佾勳、洪嘉男、陳彥達、許任捷、王翊帆、饒志鴻參加「2016第21屆全國大專校院資訊應用服務創新競賽」，以「NFC智慧藥盒」作品，榮獲物聯網裝置兩岸交流應用組佳作
2015	指導張哲睿、朱家毅同學參加「第三屆台灣區The Freescale Cup競賽」獲得佳作
2015	指導學生王秉軒、邱靖倢、陳聖凱、吳勇霆、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"iAngel 愛的天使"榮獲智慧型手持裝置兩岸交流應用組佳作
2015	指導學生蘇冠武、游敏杰、江東鴻參加「2015 MATLAB/Simulink技術與應用文章/論文徵選」，以「Prolonging the Lifetime of WiNeMO with Isolated Node Problem Using Energy Efficient Clustering Scheme」獲得優選第二名
2015	指導學生邱靖倢、邱昶學、王紫綺、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"Fooney即食"榮獲智慧型手持裝置兩岸交流應用組第二名
2015	指導學生程文志、饒志鴻、邱靖倢、許任捷參加「2015第20屆全國大專校院資訊應用服務創新競賽」以"NumberCatcher-智慧型排隊系統"榮獲智慧型手持裝置兩岸交流應用組佳作
2015	指導學生蘇冠武、邱靖倢、王秉軒、許任捷、楊程皓參加「2015第六屆校園創意創業競賽」以「在地A腳步」榮獲專利商品化第一名！
2014	指導學生朱哲儀參加「2014軟體創作競賽」，以「智能導航家」獲得智慧感知與互動多媒體組佳作
2014	指導邱靖捷、朱家毅、張哲睿同學參加「第二屆台灣Freescale Cup智能車競賽」榮獲佳作
2014	指導學生詹佳芸、朱哲儀以"OmniPlay"榮獲 2014通訊大賽「智慧型手持裝置使用者體驗設計競賽」季軍暨HTC專題獎
2013	指導學生江東鴻、朱天瑜、徐堃哲、吳明翠參加「2013第18屆全國大專校院資訊應用服務創新競賽」榮獲悠遊卡好便利創新應用組第三名
2013	指導碩士生李坤翰，以論文"移動隨意網路中以弱連結支配集為輔之基於蟻群的需求式分群路由演算法"，獲選2013年中華民國資訊學會最佳碩士論文獎佳作
2013	指導學生蘇冠武、朱哲儀、詹佳芸榮獲台科大第五屆校園創意創業競賽「技術商品化競賽」佳作
2013	指導學生朱哲儀參加「2013全國資通訊應用暨智慧電子專題競賽」，以"Skywalker"榮獲大專組第三名
2013	指導學生江東鴻參加「2013網路創意生活智慧家APP行動大賽」，以"Network Guard"榮獲學生組第二名
2013	指導邱靖捷、陳柏翰同學參加「第一屆台灣Freescale Cup智能車競賽」榮獲佳作
2012	指導博士生林木盛同學榮獲台灣網路智能學會博士論文獎
2011	AR創意挑戰賽佳作(陳政宗,朱哲儀)
2010	北區技職微積分競賽團體組工科優等獎(簡芝妍,林郁辰,張雅婷)
2008	台科大教職員生創業競賽入圍獎(林傳根,林暐翔,陳聖甫,蘇冠武,俞詠善)