个人简历

2006 年获得中国台湾国立交通大学，计算机信息与工程博士学位。自 2004 起有多年教职经验，2004 与 2008 年分别任中国台湾弘光科技大学资讯工程系讲师与系助理教授，2010 年起任哈尔滨工业大学(深圳)副教授。专业方面，自 1994 至 2002，有多年的研发经验，长期从事深度学习算法、深度学习体系结构、智能物联网等研究工作。目前科研成果，发表文章70篇，其中有约30篇是高影响因子的 SCI 杂志或著名 ACM/IEEE 系列杂志，先后纵向与横向项目近14项，美国发明专利3项，国内发明专利20项，台湾发明专利24项。
教育经历
2002-2006 获工学博士学位（计算机科學與信息工程），中国台湾国立交通大学
学位论文：用於大量樣本之快速定時平行自動機比對之深層封包比對加速器
研究与工作经历
2018- 长聘副教授，哈尔滨工业大学(深圳)计算机科学与技术学院
2010-2018 副教授，哈尔滨工业大学(深圳)计算机科学与技术学院
2008-2010 助理教授，中国台湾弘光科技大学计算机科學與信息工程系
2004-2008 专任讲师，中国台湾弘光科技大学计算机科學與信息工程系
科研项目
2012 拓实电子(深圳)有限公司项目：智能手机台灯
2012-2013 北瀚科技股份有限公司项目：嵌入式云芯片设计开发
2015-2017 深圳市科创委:便携式云计算异构数据心电诊断系统
2016-2018 深圳市科创委:深圳市基础通用医学图像诊断架构研究
2017-2020 深圳市发改委:深圳医学生物特征感知与分析技术工程实验室
科研成果及奖励
2012-2015 指导学生获得优秀学生与优秀毕业论文奖
2011 指导学生参加纽伦堡发明大赛（iENA Nuremberg），参加两项创新设计均获奖，分别获得金牌奖与银牌奖。
2010 指导学生参加IEEE ISIC 2010 研讨会获得最佳论文奖。
2009 指导专题生赢得第二名。
2008 指导学生参加本校工学院专题竞赛，赢得第一名。
指导专题生参加2008年度SOC联盟所举办之嵌入式竞赛，获得设计完整奖。
2007 指导专题生赢得第一名，赢得口头报告第一名及最佳书面奖、最佳海报奖。
发明专利
1. Automatic Charging Hamster 专利号：I385493 (台湾)，发明人：曾国坤，柴富，授权日期：2013年02月11日
2. Auxiliary System and Method for Driving Device, 专利号：I367838 (台湾)，发明人：曾国坤，许志宇，授权日期：2012年07月11日
3. Duplex Aware Adaptive Playout Method and Communications Device，专利号：7,269,141 (USA)，发明人：Kuo-Kun Tseng, Ying-Dar Lin，授权日期：2007年11月11日
4. Codec Aware Adaptive Playout Method and Playout Device, 专利号：7,245,608 (USA)，发明人：Kuo-Kun Tseng, Ying-Dar Lin，授权日期：2007年07月17日
5. Method for Objective Playout Quality Measurement of A Packet Based Network Transmission，专利号：7,142,517 (USA)，发明人：Kuo-Kun Tseng, Ying-Dar Lin，授权日期：2006年11月28日
6. System and Method for Network Address Port Translation，专利号：I257781 (台湾)，发明人：Kuo-Kun Tseng, Chia-Ren Hsu, Ying-Dar Lin, Chien Chen, Chang Chih-Sheng Po-Cheng Wu, Wu-Min Chen and Chiuan-Yu Wei，授权日期：2006年07月01日
任教和任导师经历
哈工大深圳研究生院计算机科学与技术学院 2015 董海廷, 硕士研究生，基于心电图的异源数据库及诊断算法研究, 毕业成绩为优秀毕业论文奖。
2014李加乾，硕士研究生，于抗核抗体的计算机辅助诊断自身免疫性疾病的研究，毕业成绩为优秀毕业论文奖。
2013陈鹤，硕士研究生，基于时间序列生物信号的身份识别与分类，毕业成绩为优秀毕业论文奖。
2012曾赋赋，硕士研究生，为心电认证算法研究，毕业成绩为优秀毕业论文奖。
2012王海强，硕士研究生，心非精确深度包检测技术研究，毕业成绩为优秀学生奖。

研究领域

深度学习算法研究、深度学习体系结构研究、智能物联网研究""

近期论文

[1] Tseng, K. K., Liu, L., Wang, C., Yung, K. L., Ip, W. H., & Hsu, C. Y. (2019). Robust Multistage ECG Identification for Astronaut Spacesuits With IoT Applications. IEEE Access, 7, 111662-111677. (SCIE, IF:4.098)
[2] Tseng, K. K., Zhang, Y., Yung, K. L., Ip, W. H., Ou, Z., & Na, Q. (2018). A Robust Multilevel Speech Verification With Wavelet Decomposition for Inadequate Training Data Sets of Mobile Device Systems. IEEE access, 7, 2418-2428. (SCIE, IF:4.098)
[3] Ji, Y., Zhang, H., Tseng, K. K., Chow, T. W., & Wu, Q. J. (2019). Graph model-based salient object detection using objectness and multiple saliency cues. Neurocomputing, 323, 188-202. (SCIE, IF:4.072)
[4] Hsu, C. Y., Shao, L. J., Tseng, K. K., & Huang, W. T. (2019). Moon image segmentation with a new mixture histogram model. Enterprise Information Systems, 1-24. (SCIE, IF:2.122)
[5] Tseng, K. K., Li, J., Chang, Y., Yung, K. L., Chan, C. Y., & Hsu, C. Y. (2019). A new architecture for simultaneous localization and mapping: an application of a planetary rover. Enterprise Information Systems, 1-17. (SCIE, IF:2.122)
[6] Meng, Z., Pan, J. S., & Tseng, K. K. (2019). PaDE: An enhanced Differential Evolution algorithm with novel control parameter adaptation schemes for numerical optimization. Knowledge-Based Systems, 168, 80-99. (SCIE, IF:5.101)
[7] Tseng, K. K., Sun, H., Liu, J., Li, J., Yung, K. L., & Ip, W. H. (2019). Image semantic segmentation with an improved fully convolutional network. Soft Computing, 1-21. (SCIE, IF:2.784)
[8] Lin F.Y., Cai, L., Lu, T., Tseng, K. K.,(2019). The transformation of urban age-people in community nursing service with high-tech applications. Basic & clinical pharmacology & toxicology, 125/SI- Suppl 10/40-41. (SCIE, IF:2.452)
[9] Tseng, K. K., Chen, G., Lin F.Y., Zhìwei Dong (2019). Multivariate time series signals classification of electromyography (EMG) with deep learning algorithm and architecture, Basic & clinical pharmacology & toxicology, 125/SI- Suppl 10/13-14. (SCIE, IF:2.452)
[10] Tseng, K. K., Lin, R. F. Y., Zhou, H., Kurniajaya, K. J., & Li, Q. (2018). Price prediction of e-commerce products through Internet sentiment analysis. Electronic Commerce Research, 18(1), 65-88. (SCIE)
[11] Tseng, K. K., Fu, L., Liu, L., Lee, D., Wang, C., Li, L., & Meng, Y. (2018). Human identification with electrocardiogram. Enterprise Information Systems, 12(7), 798-819. (SCIE)
[12] Tseng, K. K., Lo, J., Chen, C. C., Tu, S. Y., & Yang, C. F. (2018). Electrocardiograph Identification Using Hybrid Quantization Sparse Matrix and Multi-Dimensional Approaches. Sensors, 18(12), 4138. (SCIE)
[13] Wu, C. H., Tseng, K. K., Ng, C. K., Ho, G. T., Zeng, F. F., & Tse, Y. K. (2018). An improved Huffman coding with encryption for Radio Data System (RDS) for smart transportation. Enterprise Information Systems, 12(2), 137-154. (SCIE)
[14] Tseng, K. K., Lo, J., Liu, Y., Chang, S. H., Merabti, M., Ng, F. C., & Wu, C. H. (2017). A feasibility study of stateful automaton packet inspection for streaming application detection systems. Enterprise Information Systems, 11(9), 1317-1336. (SCIE)
[15] Tseng, K. K., Lin, J., Sun, H., Yung, K. L., & Ip, W. H. (2018, December). Meteorite Detection and Tracing with Deep Learning on FPGA Platform. In International Conference on Genetic and Evolutionary Computing (pp. 493-500). Springer, Singapore.
[16] Tseng, K. K., Zhang, R., & Wang, L. (2018, December). Medical Image Diagnosis with Deep Learning on FPGA Platform. In International Conference on Genetic and Evolutionary Computing (pp. 511-517). Springer, Singapore.
[17] Tseng, K. K., Zeng, F., Ip, W. H., & Wu, C. H. (2016). ECG sensor verification system with mean-interval algorithm for handling sport issue. Journal of Sensors, 2016. (SCIE)
[18] Tseng, K. K., Zeng, F., Ip, W. H., & Wu, C. H. (2016). ECG sensor verification system with mean-interval algorithm for handling sport issue. Journal of Sensors, 2016. (SCIE)
[19] Hsu, C. Y., Lai, Y. L., Chen, C. C., Lee, Y. T., Tseng, K. K., Lai, Y. K., ... & Jheng, H. C. (2016). Time sequence image analysis of positron emission tomography using wavelet transformation. Technology and health care, 24(s1), S393-S400. (SCIE)
[20] Tseng, K. K., Huang, H. N., Zeng, F., & Tu, S. Y. (2015). ECG sensor card with evolving RBP algorithms for human verification. Sensors, 15(8), 20730-20751. (SCIE)
[21] Chen, S. T., Guo, Y. J., Huang, H. N., Kung, W. M., Tseng, K. K., & Tu, S. Y. (2014). Hiding patients confidential datainthe ECG signal viaa transform-domain quantization scheme. Journal of medical systems, 38(6), 54. (SCIE)
[22] Tseng, K. K., He, X., Kung, W. M., Chen, S. T., Liao, M., & Huang, H. N. (2014). Wavelet-based watermarking and compression for ECG signals with verification evaluation. Sensors, 14(2), 3721-3736. (SCIE)
[23] Li, J., Tseng, K. K., Hsieh, Z. Y., Yang, C. W., & Huang, H. N. (2014). Staining pattern classification of antinuclear autoantibodies based on block segmentation in indirect immunofluorescence images. PloS one, 9(12), e113132. (SCIE)
[24] Chen, S. T., Huang, H. N., Chen, C. J., Tseng, K. K., & Tu, S. Y. (2013). Adaptive audio watermarking via the optimization point of view on the wavelet-based entropy. Digital Signal Processing, 23(3), 971-980. (SCIE)
[25] Tseng, K. K., Li, Y., Hsu, C. Y., Huang, H. N., Zhao, M., & Ding, M. (2013). Computer-assisted system with multiple feature fused support vector machine for sperm morphology diagnosis. BioMed research international, 2013. (SCIE)
[26] Lin, Y. D., Hsu, C. Y., Chen, H. Y., & Tseng, K. K. (2013). Efficient block-wise independent component analysis with optimal learning rate. Neurocomputing, 117, 22-32. (SCIE)
[27] Tseng, K. K., Zeng, F. F., Huang, H. N., Liu, Y., Pan, J. S., Ip, W. H., & Wu, C. H. (2013). A new non-exact aho-corasick framework for ECG classification. ACM SIGARCH Computer Architecture News, 41(2), 41-46. (SCIE)
[28] Tseng, K. K., Lai, Y. L., Chen, C. C., & Hsu, C. Y. (2011). A fuzzy-updated cache of automata matching for embedded network processor. Journal of Circuits, Systems, and Computers, 20(03), 401-415. (SCIE)
[29] Tseng, K. K., Lai, Y. C., Lin, Y. D., & Lee, T. H. (2009). A fast scalable automaton-matching accelerator for embedded content processors. ACM Transactions on Embedded Computing Systems (TECS), 8(3), 19. (SCIE)
[30] Lin, Y. N., Lin, Y. D., Lai, Y. C., & Tseng, K. K. (2008). Modeling and analysis of core-centric network processors. ACM Transactions on Embedded Computing Systems (TECS), 7(4), 41. (SCIE)
[31] Tseng, K. K., Lin, Y. D., Lee, T. H., & Lai, Y. C. (2007). Deterministic high-speed root-hashing automaton matching coprocessor for embedded network processor. ACM SIGARCH Computer Architecture News, 35(3), 36-43. (SCIE)
会议论文及发表演说
1.P. Cheng, I. Lee, L. Li, Kuo-Kun Tseng, J. S. Pan; BRBA: A Blocking-Based Association Rule Hiding Method, AAAI Conference on Artificial Intelligence,2016.
2.Kuo-Kun Tseng, J. Li, F. B. Ye. The Biomedical Educational Platform with an ECG Case Study for Healthcare Research[C], International Conference on Robot. 2015:134-137.
3.Jiaqian Li, Kuo-Kun Tseng, Haiting Dong, Yifan Li, Ming Zhao, Mingyue Ding, Human Sperm Health Diagnosis with Principal Component Analysis and K-nearest Neighbor Algorithm, 2014 International Conference on Medical Biometrics (ICMB); 05 2014. [EI] on Robot. 2015:134-137.？
4.Kuo-Kun Tseng, Xiaoxiao An and Shuo-Tsung Chen, Robust Image Watermarking using Karhunen-Loeve Transform, IEEECMCSN, May 16-17 2014. [EI]
5.Shih-Hao Chang, Kuo-Kun Tseng (Corresponding Author)　and Shin-Ming Cheng, The Sybil Attack in Participatory Sensing: Detection & Analysis, The First Euro-China Conference on Intelligent Data Analysis and Applications, June 13-15, 2014. [EI]
6.Nai-Lun Huang, Tsern-Huei Lee, Kuo-Kun Tseng, Solution of skip distance constraint on sub-linear time string-matching architecture, IEEE Region 10 Annual International Conference, Proceedings/TENCON, 2013 [EI]
7.Li Jun, Tien-Szu Pan, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan, Design Monocular Simultaneous Localization and Mapping System with ORB Feature, IEEE ICME 2013, 2013. [EI]
8.FuFu Zeng, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shu-Yi Tu, Jeng-Shyang Pan, A New Statistical-based Algorithm for ECG Identification, IEEE IIH-MSP, 301-304 2012, [EI]
9.Xialong He, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shuo-Tsung Chen, Shu-Yi Tu, Fufu Zeng and Jeng-Shyang Pan, Wavelet-Based Quantization Watermarking for ECG Signals, IEEE CMCSN 2012, 233 – 236 2012. [EI]
10.Yimei Jin, Jeng-Shyang Pan, Kuo-Kun Tseng(Corresponding Author) and Wu-Chih Hu, Approximate Packet Classification and Stateful Rule DFA for Cloud Intrusion Detection, IEEE CMCSN 2012, 229 - 232 2012. [EI]
11.Haiqiang Wang, Kuo-Kun Tseng(Corresponding Author) and Jeng-Shyang Pan Deep ,Packet Inspection with Bit-Reduced DFA for Cloud System, IEEE CMCSN 2012, 221 - 224 2012. [EI]
12.Yiming Liu, Kuo-Kun Tseng(Corresponding Author) and Jeng-Shyang Pan, Statistical Based Waveform Classification for Cloud Intrusion Detection ,IEEE CMCSN 2012, 225 - 228 2012 .[EI]
13.Kuo-Kun Tseng, Jun Min Jiang; Jeng-Shyang Pan, Ling Ling Tang, Chih-Yu Hsu and Chih-Cheng Chen, Enhanced Huffman Coding with Encryption for Wireless Data Broadcasting System, IEEE IS3C 2012,622- 625 2012. [EI]
14.He Chen; Fufu Zeng, Kuo-Kun Tseng(Corresponding Author), Huang-Nan Huang, Shu-Yi Tu and Jeng-Shyang Pan, ECG Human Identification with Statistical Support Vector Machines, IEEE CMCSN 2012 ,237-240 2012. [EI]
15.Yi Tu, Kuo-Kun Tseng(Corresponding Author), Fufu Zeng, Cheng-Min Lin, Jeng-Shyang Pan, Hybrid Monitoring Approach of RS485 and CAN Bus for Base Station, 2011 Cross-Strait Conference on Information Science and Technology and iCube, October 2011.
16.Qingxiang Feng, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan and Charles Chen, The New Age for Cloud of Things, 2011 Cross-Strait Conference on Information Science and Technology and iCube, October 2011.
17.Li Juan, Tien-Szu Pan, Kuo-Kun Tseng(Corresponding Author), Jeng-Shyang Pan, and Jialong Zhang, Indoor Water Service Robot With Two Stages Localization, The First International Conference on Robot, Vision and Signal Processing, November 2011. [EI]
18.Zhenyu Meng, Jeng-Shyang Pan, Kuo-Kun Tseng(Corresponding Author), Ming Zhao,Wu-Chih Hu, A Lightweight Corner based Hand Gesture Control for Mobile Appliance Control System, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
19.Shuo-Tsung Chen, Huang-Nan Huang, Chih-Yu Hsu, Kuo-Kun Tseng and Jeng-Shyang Pan, Optimization-Based Audio Watermarking using Low-Frequency Amplitude, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
20.Shuo-Tsung Chen, Huang-Nan Huang, Chih-Yu Hsu, Kuo-Kun Tseng and Jeng-Shyang Pan, Wavelet-Based Entropy for Digital Audio Watermarking, the Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing, October 2011. [EI]
21.FuFu Zeng, Kuo-Kun Tseng(Corresponding Author), Ming Zhao, Jeng-Shyang Pan, Huang-Nan Huang Chih-Yu Hsu and Shuo-Tsung Chen, IEEE ICGEC 2011, Kinmen, Taiwan / Xiamen, China, August 2011. [EI]
22.Kuo-Kun Tseng, Wei Wei, Jeng-Shyang Pan, Chih-Yu Hsu, Shuo-Tsung Chen and LingLing Tang, Evaluationary Random Interval Fingerprint, IEEE The Fifth International Conference on Genetic and Evolutionary Computing, August 2011. [EI]
23.QingXiang Feng, Charles Chen, Kuo-Kun Tseng (Corresponding Author) and Jeng-Shyang Pan, Open Cloud Interface for Heterogeneous Could Computing, IEEE International Conference on Information Security and Intelligence Control, August 2011. [EI]
24.Chia-Hao Chang, Chih-Yu Hsu , Yu-Jen Yang and Kuo-Kun Tseng(Corresponding Author), A Software System for Anisotropic Diffusion Analysis of Diffusion Tensor Images, The Fourth International Conference on Genetic and Evolutionary Computing, Shenzhen China, Dec. 2010. [EI]
25.Zhenyu Meng, Jeng-Shyang Pan, Kuo-Kun Tseng (Corresponding Author), and Chih-Yu Hsu, Corner Detection Based on Normal Vector of Boundary Fitting Line, The Fourth International Conference on Genetic and Evolutionary Computing, Shenzhen China, Dec. 2010. [EI]
26.Chih-Yu Hsu, Hao-Feng Wang, Hui-Ching Wang, Kuo-Kun Tseng (Corresponding Author) and Yih-Jing Tang, Automatic Extraction of Face Contours, IEEE World Congress On Computational Intelligence, Barcelona Span, July 2010. [EI]
27.Yue-Der Lin, Chih-Yu Hsu, Hung-Yun Chen and Kuo-Kun Tseng, An Efficient ICA Approach Based on Neural Network Framework for Biomedical Applications, IEEE World Congress On Computational Intelligence, Barcelona Span, July 2010. [EI]
28.Kuo-Kun Tseng, Rung-Jen Wei, Bo-Chi Ke, Chi-Ping Wang, Chao-Shi Wang, Ya-Ying Liao, Fixed-Point Wireless Anti-Theft System with Active RFID, 2009 Asian Pacific International Conference on RFID, 2009.
29.？Kuo-Kun Tseng, Chao-Shi Wang, and Ya-Ying Liao , A Specialized Cache of Automata Matching for Content Filtering, Proceedings of the International MultiConference of Engineers and Computer Scientists 2009. [EI]
30.Kuo-Kun Tseng, Direct Dynamic IP Exchange for Interactive Multi-Location Global Position System, Intelligent Living Technology Conference, Taichung, June 2008.
31.Ying-Ming Lin, Hsin-Hhung Chen, Chieh-Hsien Lu, Fan-Ru Cheng and Kuo-Kun Tseng (Corresponding Author), A Local-Map-Less Mobile Position and Care System (MPCS) for Elderly People, International Conference on Advanced Information Technologies, Taichung, Taiwan, April 2008.
32.Ting-Mao Zhan; Ying-Ming Lin; Run-Chieh Chang; Li-Fen Chang; Kuo-Kun Tseng (Corresponding Author), A Tracking Remote Speech Surveillance System for 3D Space, International Conference on Advanced Information Technologies, Taichung, Taiwan, April 2008.
33.Ying-Dar Lin, Kuo-Kun Tseng (Corresponding Author), Chen-Chou Hung and Yuan-Cheng Lai, Scalable Automaton Matching for High-Speed Deep Content Inspection, IEEE AINA, Niagara Falls, Canada, May 2007. [EI]
34.Kuo-Kun Tseng, Ying-Dar Lin, Tseng-Huei Lee and Yuan-Cheng Lai, A Parallel Automaton String Matching with Pre-Hashing and Root-Indexing Techniques for Content Filtering Coprocessor, 16th IEEE International Conference on Application-Specific Systems, Architectures, and Processors, Samos, Greece, July 2005. [EI]
35.Kuo-Kun Tseng and Ying-Dar Lin, User perceived Codec and Duplex Aware Playout Algorithms and LMOS-DMOS Measurement for Real Time Streams, International Conference on Communications Technology, Beijing, April 2003.
2013 Reviewer, Sensors Journal, Switzerland
Session Chair, ITAOI 2013 Conference on Information Technology and Application in Outlying Islands, Taiwan
2014 Guest Editor for Mathematical Problems in Engineering Journal , Special issue: Differential Quadrature Method for Engineering Science; International Journal of Engineering Business Management, Special issue: Healthcare Technology and Management
Invited Session Chairs for The First Euro-China Conference on Intelligent Data Analysis and Applications
2015 Committee and Guest Editors, The 30th ACM Symposium On Applied Computing
Reviewers for IEEE Transactions on Neural Networks and Learning Systems; Computers in Biology and Medicine; Computer Methods and Programs in Biomedicine; Sensors; BioMed Research International
Session Chairs for ITAOI 2015 Conference; GOCICT 2015 Conference; IEEE RVSP-2015 Conferenc
2016 Associate Editor, Enterprise Information System, 2016.10.22 to now;
Associate Editor, International Journal of Engineering Business Management, 2016.4.11 to now
Reviewer for IEEE Sensor