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職場能力評價定義
YI-XIANG LUO AI Engineer, Software Engineer
During the study, I gained experience in conducting research and developing projects in the fields of NLP and CV. The projects covered topics such as Semantics and Deepfakes, and involved collaboration with both industry and academia. I produced relevant papers on these topics.
GitHub: Ian990466 Linkedin: https://www.linkedin.com/in/yi-xiang-luo-61bb3a208/ Email: [email protected]
EDUCATION
National Taiwan University of Science and Technology (NTUST) 2020-2022
Department of Electrical Engineering
WORK EXPERIENCE
Research Assistant • Institute for Information Industry 2020/09 - 2021/06
Generative research on Deep Fake Detection.
EXPERIENCE
Lab, NTUST
Research Student
Aug 2020 - June 2022
Project
1. Deep Fake Detection
This case cooperates with Institute for Information Industry (III).
2. Ministry of Science and Technology Project: 5G & Tactile Internet
In this project, I participated in the preliminary literature discussion and the content planning of the project.
Paper
Lead author of Dual Attention Network Approaches to Face Forgery Video Detection, IEEE Access, Oct 2022.
NLPLab, NTCUST
Undergraduate Intern Students
July 2019 - June 2020
Project
Customer service chatBot's semantic research and optimization with National Cheng Kung University and Tamkang University. In this project, I give every word weight in the sentence that depends on their relationship. I calculate TF-IDF value and Word2Vec weight by own words importance weight evaluation formula (WIWE).
Competition
1. IET-FRONTIER INNOVATION AWARD COMPETITION 2019 in japan
2. 2019 Artificial Intelligence Internet of Things Innovation Application Competition at National Cheng Kung University.
Paper
Lead author of Unsupervised Labeling and Keyword Identification from Conversational Contexts Lecture Notes in Electrical Engineering, Feb 2020.
YI-XIANG LUO AI Engineer, Software Engineer
During the study, I gained experience in conducting research and developing projects in the fields of NLP and CV. The projects covered topics such as Semantics and Deepfakes, and involved collaboration with both industry and academia. I produced relevant papers on these topics.
GitHub: Ian990466 Linkedin: https://www.linkedin.com/in/yi-xiang-luo-61bb3a208/ Email: [email protected]
EDUCATION
National Taiwan University of Science and Technology (NTUST) 2020-2022
Department of Electrical Engineering
WORK EXPERIENCE
Research Assistant • Institute for Information Industry 2020/09 - 2021/06
Generative research on Deep Fake Detection.
EXPERIENCE
Lab, NTUST
Research Student
Aug 2020 - June 2022
Project
1. Deep Fake Detection
This case cooperates with Institute for Information Industry (III).
2. Ministry of Science and Technology Project: 5G & Tactile Internet
In this project, I participated in the preliminary literature discussion and the content planning of the project.
Paper
Lead author of Dual Attention Network Approaches to Face Forgery Video Detection, IEEE Access, Oct 2022.
NLPLab, NTCUST
Undergraduate Intern Students
July 2019 - June 2020
Project
Customer service chatBot's semantic research and optimization with National Cheng Kung University and Tamkang University. In this project, I give every word weight in the sentence that depends on their relationship. I calculate TF-IDF value and Word2Vec weight by own words importance weight evaluation formula (WIWE).
Competition
1. IET-FRONTIER INNOVATION AWARD COMPETITION 2019 in japan
2. 2019 Artificial Intelligence Internet of Things Innovation Application Competition at National Cheng Kung University.
Paper
Lead author of Unsupervised Labeling and Keyword Identification from Conversational Contexts Lecture Notes in Electrical Engineering, Feb 2020.