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Profile
Graduate supervisor, guide teacher of Xiake Technology Association, COLING reviewer, Expert Systems With Applications (SCI Q1), Information Science (SCI Q1) reviewer, intermediate software engineer, registered industrial control security engineer. Won the first prize in the Fujian Province’s first industrial control security competition. Research directions include natural language processing (language model direction), artificial intelligence security, machine learning, information security, software development, etc. Courses offered include Machine Learning, Web Application Development, JAVA Object-Oriented Programming Language, and more.
Hosted projects:
Development of an IoT management platform for underwater embedded devices.
AIGC platform development
Deep emotional semantic analysis with few-shout learning samples
Invention patents:
A financial early warning system and method constructed using open data, ZL 2021 1 0271010.9
Sound event recognition method in low signal-to-noise ratio acoustic scenarios, ZL 2015 1 0141907.4, PCT/CN2015/077075;
Participated in projects:
Ecological environment sound recognition project (National Natural Science Foundation project, number 61075022)
Publications:
Wei Lin, Li-Chuan Liao, (2024) Lexicon-based prompt for financial dimensional sentiment analysis, Expert Systems with Applications, 224, 122936 (SCI Q1, link)
Wei Lin, Li-Chuan Liao, (2024). Towards Sustainable Adversarial Training with Successive Perturbation Generation, Front Inform Technol Electron Eng, 25, 527-539, https://doi.org/10.1631/FITEE.2300474 (SCI Q2, link).
Xie, H., Lin, W., Lin, S., Wang, J., & Yu, L. (2021). A multi-dimensional relation model for dimensional sentiment analysis. Inf. Sci., 579, 832-844. (SCI Q1)
Lin, W., & Yu, L. (2023). Scarce Resource Dimensional Sentiment Analysis Using Domain-distilled BERT. J. Inf. Sci. Eng., 39, 305-321. (SCI)
Social part-time positions:
ACL’s 22, 23, EMNLP’s 22, 23 committee member.
Purple Light Science Park Cross-Strait Youth Entrepreneurship Center entrepreneurship mentor
Guide teacher of Xiake Technology Association