Jhe Wei Lin

Jhe Wei Lin

Assistant Professor

Jhe-Wei Lin received his Ph.D. degree in Computer Science from Nation Chung-Cheng University, Taiwan. His research interests include artificial intelligence, natural language processing, chinese story generate, and computer vision. Artificial intelligence and natural language research fields include on the analysis of Chinese content and strengthen the model comprehension ability. In addition, the model can generating long or short content by this ability, it also applies to converstions and other applications. Computer vision research focuses on medical assistance and other practical applications. In 2020, Prof. Lin cooperate with Chia-Yi Dalin Tzuchi Hospital and Ditmanson Medical Foundation Chia-Yi Christian Hospital, through image recognition and deep learning methods to establish the mask recognition system and the practical application of nutritional robots.

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Education：

  • 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

Research Interest：

  • Artificial Intelligence
  • Nature Language Processing
  • Chinese Story Analysis and Generation
  • Computer Vision and Face Recognition
  1. Jhe-Wei Lin*, Cheng-Hsuan Lee, Tang-Wei Su and Che-Cheng Chang, "Importing Diffusion and Re-Designed Backward Process for Image De-Raining," Sensors, Vol. 24, Iss. 12, 2024-06. (SCIE)
  2. 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)
  3. 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)
  4. 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)
  5. 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)
  6. 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)
  7. 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. 車流辨識與智能交通系統優化/2024-07~2025-02/ 113-2813-C-035-129-E/主持人
  2. 創新學習之生成式人工智慧在智慧教育的應用/2024-07~2025-02/ 113-2813-C-035-039-E/主持人
  3. 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
  4. 遷入式設備之輕量化技術AOI檢測模型優化及自動適配鏡頭系統研究與開發/2024-08~2025-07/ NSTC113-2221-E-035-059-/主持人
  1. 瑕疵檢測平臺開發/2024-03~2025-03/ 主持人
  2. 超解析度之技術應用於製鞋影像/2024-08~2025-07/ 主持人
  3. (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
Last update：2024-11-21, 9:02 a.m. Next update：2024-11-22, 9 a.m.