YANG MING  CHIAO TUNG INSTITUTE OF BIOMEDICAL INFORMATICS
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  • 職稱: 教授 , 生物醫學資訊研究所
  • 學歷: 國立清華大學資訊工程博士
  • 辦公室:守仁樓三樓 327-2室
  • 電話:886-2-28267349
  • Email: clhungat.pngym.edu.tw
  • 個人網頁
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  • 研究興趣 (Research Interests):
    • 智慧醫療(Smart Medicine)
    • 深度學習(Deep Learning)
    • 醫學影像分析(Medical Image Analysis)
    • 生物資訊計算(Bioinformatics Computing)
    • 高效能計算(High Performance Computing)
  • 代表性榮譽 (Representative honors):
    • 2019-2014年 陸續擔任IEEE國際會議的Program Member
    • 2019-2014年 在固定與IEEE會議共同舉辦International Workshop on Embedded Multi-Core computing and Applications,擔任workshop chair
    • 2017年 擔任International Conference on Smart Data (SmartData-2017)的Program Chair
  • 代表性專利 (Representative Patents):
    • Method and manager physical machine for virtual machine consolidat ion     2014/06
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  • 五年內代表性期刊論文 (Representative Papers):
    • Hanyu Zhang, Che-Lun Hung*, Meiyuan Liu, Xiaoye Hu, Yi-Yang Lin (2019, May). NCNet: Deep Learning Network Models for Predicting Function of Non-Coding DNA. Frontiers in Genetics.
    • Wan-Ju Lin, Shih-Hsuan Lo, Hong-Tsu Young, Che-Lun Hung* (2019, Apr). Evaluation of Deep Learning Neural Networks for Surface Roughness Prediction Using Vibration Signal Analysis. Applied Sciences-Basel, 9(7), 1462.
    • Quan Qian, Zhi-ting Yu, Rui Zhang, Che-Lun Hung* (2018, Dec). A multi-layer information dispersal based encryption algorithm and its application for access control. Sustainable Computing: Informatics and Systems , 20, 76-87.
    • Guan-Jie Hua, Che-Lun Hung*, Chuan Yi Tang (2018, Jan). Hadoop-MCC: Efficient Multiple Compound Comparison Algorithm Using Hadoop. Combinatorial Chemistry & High Throughput Screening, 21(2), 84-92.
    • Guan-Jie Hua, Che-Lun Hung*, Chun-Yuan Lin, Fu-Che Wu, Yu-Wei Chan, Chuan Yi Tang (2017, Oct). MGUPGMA: A Fast UPGMA Algorithm With Multiple Graphics Processing Units Using NCCL. Evolutionary Bioinformatics, 13: 1-7.
    • Hsin-Yi Tsai, Hanyu Zhang, Che-Lun Hung*, Geyong Min (2017, Sep). GPU-accelerated Features Extraction from Magnetic Resonance Images. IEEE Access, 22634-22646.
    • Che-Lun Hung*, Frédéric Magoulès, Meikang Qiu, Robert C. Hsu, Chun-Yuan Lin (2017, Aug). Embedded multi-core computing and applications. The Journal of Supercomputing, 73(8), 3327–3332.
    • Che-Lun Hung*, Chun-Yuan Lin, Po-Chang Wu (2017, Mar). An Efficient GPU-Based Multiple Pattern Matching Algorithm for Packet Filtering. Journal of Signal Processing Systems, 86(2), 347-358.
    • Che-Lun Hung*, Yuan-Huai Wu (2016, Dec). GPU-based parallel fuzzy c-mean clustering model via genetic algorithm. Concurrency and Computation: Practice and Experience, 28(16): 4277–4290, 2016.
    • Che-Lun Hung*, Yuan-Huai Wu (2016, Sep). Parallel genetic-based algorithm on multiple embedded graphic processing units for brain magnetic resonance imaging segmentation. Computers & Electrical Engineering, 61: 373–383, 2016.
    • Chun-Yuan Lin, Huang Ting Yen, Che-Lun Hung* (2016, Apr). Compressing three-dimensional sparse arrays using inter-and intra-task parallelization strategies on Intel Xeon and Xeon Phi. The Journal of Supercomputing, 1-20.
    • Joe-Air Jiang, Chien-Hao Wang, Min-Sheng Liao, Xiang-Yao Zheng, Jen-Hao Liu, Cheng-Long Chuang, Che-Lun Hung*, Chia-Pang Chen (2016, Apr). A wireless sensor network-based monitoring system with dynamic convergecast tree algorithm for precision cultivation management in orchid greenhouses. Precision Agriculture, 1-12.
    • Guan-Jie Hua, Che-Lun Hung*, Chuan Yi Tang, Huiru Zheng (2015, Dec). A simple algorithm for identifying integrons and gene cassettes in bacteria on next generation sequencing data. International Journal of Data Mining and Bioinformatics, 14(1).
    • Che-Lun Hung*, Yu-Shiang Lin, Chun-Yuan Lin, Yeh-Ching Chung, Yi-Fang Chung (2015, Oct). CUDA ClustalW: An efficient parallel algorithm for progressive multiple sequence alignment on Multi-GPUs. Computational Biology and Chemistry, 58, 62-68.
    • Chun-Yuan Lin, Chung-Hung Wang, Che-Lun Hung*, Yu-Shiang Lin (2015, Sep). Accelerating Multiple Compound Comparison Using LINGO-Based Load-Balancing Strategies on Multi-GPUs. International journal of genomics, 2015.
    • Yu-Ling Lin, Kai-Fu Chang, Xiao-Fan Huang, Che-Lun Hung*, Shyh-Chang Chen, Wan-Ru Chao, Kuang-Wen Liao, Nu-Man Tsai (2015, Sep). Liposomal n-butylidenephthalide protects the drug from oxidation and enhances its antitumor effects in glioblastoma multiforme. International journal of nanomedicine, 10(1), 6009—6020.
    • Daniel Bennett, Che-Lun Hung*, Tsai-Ling Lauderdale (2015, Jun). Health Care Competition and Antibiotic Use in Taiwan. Journal of Industrial Economics, 13, 371-393.
    • Che-Lun Hung*, Wen-Pei Chen, Guan-Jie Hua, Huiru Zheng, Suh-Jen Jane Tsai, Yaw-Ling Lin (2015, Jan). Cloud Computing-Based TagSNP Selection Algorithm for Human Genome Data. International journal of molecular sciences, 16(1), 1096-1110.
    • Yu-Chen Hu, I-Cheng Chang, Kuo-Yu Liu,Che-Lun Hung* (2014, Sep). Improved color image coding schemes based on single bit map block truncation coding. Optical Engineering, 53(9), 093104.
    • Yu-Shiang Lin, Chun-Yuan Lin, Che-Lun Hung* (2014, Aug). GPU-UPGMA: high-performance computing for UPGMA algorithm based on graphics processing units. Concurrency and Computation: Practice and Experience.
    • Che-Lun Hung*, Chi-Chun Chen (2014, Jul). Computational Approaches for Drug Discovery. DRUG DEVELOPMENT RESEARCH, 75, 412–418.
    • Che-Lun Hung*, Chun-Yuan Lin, Hsiao-Hsi Wang (2014, May). An Efficient Parallel-Network Packet Pattern-Matching Approach Using GPUs. Journal of Systems Architecture, 60(5), 431–439.
    • Che-Lun Hung*, Guan-Jie Hua (2014, May). Local Alignment Tool Based on Hadoop Framework and GPU Architecture. BioMed Research International.
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