林哲維

助理教授

林老師畢業於國立中正大學資訊工程學系博士班,主要的研究領域包含人工智能、自然語言處理、中文故事生成以及電腦視覺等識別方法。在人工智慧與自然語言的研究主要專注在中文內文的解析與強化模型對句子的理解能力,並透過深度學習的方式來進行長短句子的生成與對話等應用。電腦視覺研究則是專注於輔助醫療等實際應用,在2020年林老師曾與嘉義大林慈濟醫院以及嘉義基督教醫院合作,利用影像辨識與深度學習的方法來建立口罩辨識系統以及營養機器人的實際應用。


學歷

  • 國立中正大學 資訊工程研究所 博士
  • 國立中正大學 資訊工程研究所 碩士
  • 東海大學 資訊工程學系 學士

專長

  • 人工智慧
    Artificial Intelligence
  • 自然語言處理
    Nature Language Processing
  • 中文故事分析與生成
    Chinese Story Analysis and Generation
  • 電腦視覺與人臉識別
    Computer Vision and Face Recognition

校內經歷

  • 資訊工程學系 助理教授

校外經歷

  • 中國唐山達創科技有限公司 技術部 技術顧問

論文及參與計畫

  1. Che-Cheng Chang*, Yee-Ming Ooi, Yu-Chun Chen and Jhe-Wei Lin, "Positioning Improvement with Multiple GPS Receivers Based on Shallow Asymmetric Neural Network," Electronics, Vol. 13, Iss. 3, 2024-01. (SCIE)
  2. Jhe-Wei Lin, Tran Duy Thanh, Rong-Guey Chang, "Multi-Channel of Word Embeddings for Sentiment Analysis," Soft Computing, 10.1007/s00500-022-07267-6, 2022-07. (SCIE)
  3. Jhe-Wei Lin, Rong-Guey Chang., "Chinese story generation of sentence format control based on multichannel word embedding and novel data format," Soft Computing, 10.1007/s00500-021-06548-w, 2022-01. (SCIE)
  4. Jhe-Wei Lin, Cheng-Yan Siao, Rong-Guey Chang, Mei-Ling Hsu., "Telemedicine System Based on Medical Consultation Assistance Integration," Journal of Software Engineering and Applications, DOI: 10.4236/jsea.2021.1410031, 2021-10. (scientific research an academic publisher)
  5. Jhe-Wei Lin, Cheng-Yan Siao, Ting-Hsuan Chien, Rong-Guey Chang., "A Novel Automatic Meal Delivery System," Intelligent Automation & Soft Computing, Vol.29, No.3, 2021, pp.685-695, doi:10.32604/iasc.2021.018254, 2021-07. (SCIE)
  6. Cheng-Yan Siao, Jhe-Wei Lin, Ting-Hsuan Chien, Rong-Guey Chang., "Paralleling Collision Detection on Five-axis Machining.," Intelligent Automation & Soft Computing, Vol.29, No.2, 2021, pp.559-569, doi:10.32604/iasc.2021.018252, 2021-06. (SCIE)
  1. Tang-Wei Su, Jhe-Wei Lin*, Cheng-Hsuan Lee, Wei-Ming Tseng,"Importing Diffusion and Neural Styles for Realistic Face Generation ," IEEE Eurasia Conference on IoT, Communication and Engineering, 2023-10., 2023-10. National Formosa University .
  2. Jhe-Wei Lin, Van-Tam Hoang, Ting-Hsuan Chien, Rong-Guey Chang, I-Ling Kuo.,"Nutritionist based on Deep Learning. ," 2021 IEEE International Conference on Applied System Innovation (ICASI)., pp. 49-53, 2021-09. Alishan House .
  3. Cheng-Yan Siao, Jhe-Wei Lin and Rong-Guey Chang.,"A Fast Method to Detect Collision for Five-axis Machining with GPU. ," 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), pp. 366-369, 2020-10. Yunlin .
  4. Cheng-Yan Siao, Jhe-Wei Lin, Rong-Guey Chang.,"Robot Language Compiler. ," 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), pp. 399-402, 2020-10. Yunlin .
  5. Cheng-Yan Siao* , Jhe-Wei Lin and Rong-Guey Chang.,"The Design and Implementation of A Delivery System. ," 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE), pp. 160-163, 2020-10. Yunlin .
  6. Jhe-Wei Lin, Cheng-Yan Siao, Chia-Hsuan Lin and Rong-Guey Chang.,"Collision Detection of Industrial Automation ," 2020 IEEE International Conference on Mechatronics, Robotics and Automation (ICMRA), pp. 43-47, 2020-10. Shanghai .
  7. Jhe-Wei Lin, Jo-Han Tseng and Rong-Guey Chang.,"Chinese Story Generation Using Conditional Generative Adversarial Network. ," 2020 IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 457-462, 2020-02. Takakura Hotel Fukuoka .
  8. Jhe-Wei Lin, Yu-Che Gao and Rong-Guey Chang.,"Chinese Story Generation with FastText Transformer Network. ," 2019 IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp. 395-398, 2019-02. Pacific Hotel Okinawa .
  9. Ting-Hsuan Chien, Jhe-Wei Lin and Rong-Guey Chang.,"Parallel Collision Detection with OpenMP. ," 2018 International Conference on Information System and Artificial Intelligence (ISAI), Vol. 1069, No. 1, p. 012180, 2018-06. Grand Trustel Aster Suzhou .
  10. Ting-Hsuan Chien, Yu-Hsin Lu, Jhe-Wei Lin and Rong-Guey Chang.,"An Enhanced Depth Estimation System Using RGB-D Cameras and Gyroscopes. ," 2017 IEEE International Conference on Applied System Innovation (ICASI), pp. 1554-1557, 2017-05. Hotel emisia, Sapporo .
  1. 基於人臉超解析度還原結合人臉識別之整合系統/2022-12~2023-11 /NSTC111-2222-E-035-010- /主持人
  1. 瑕疵檢測平臺開發 /2024-03~2025-03 /主持人
  2. (國合)Design and Development of NX SAAS Application Cloud Services NX SAAS應用雲服務的設計與開發 Ⅴ /2022-04~2023-03 /協同主持人
  1. 112/Best Paper Award /IEEE ECICE 2023/ 2023-11-10/
  2. 111/2023 全國私立大專校院誠是競賽 /銘傳大學/ 2023-06-29/指導學生參賽(Chia-Hui Chen, Kai-Xiang Chang, Ting-Feng Ho)
  3. 111/2022 永續智慧創新黑客松競賽 /靜宜大學/ 2022-12-11/指導學生參賽(黃品慈、徐筱婷、許恩翔、 陳基竹、林育萱、李明燁、郭柏陞)
  1. 112/逢甲大學論文著作獎勵傑出獎 /逢甲大學/ 2023-11-15/Multi-Channel of Word Embeddings for Sentiment Analysis
  1. 我的自然語言之路,AI時代來臨:淺談CHATGPT的應用與影響/國立北門高級中學/2023-04
最後更新時間:2024-5-29, 9:10 a.m. 下次更新時間:2024-5-30, 9 a.m.