Wei-yao Wang
Research Scientist at 索尼
United States
Summary
👤
Senior🎓
Top SchoolWei-yao Wang is a research scientist specializing in interactive multimodal foundation models, LLM agents, and efficient low-resource adaptation, with eight years of experience spanning academia and industry. Currently at Sony R&D, he leads research on content-creation systems across vision, audio, and video modalities and has published 40+ papers with multiple best-paper awards and 1000+ citations. His work bridges pre-training and post-training techniques—delivering practical models to product teams while mentoring interns and organizing major workshops like NeurIPS Creative AI. Previously he contributed to Microsoft research on visual document intelligence and built time-series and sports-analytics models used by professional teams, demonstrating a rare mix of theoretical impact and real-world deployment.
8 years of coding experience
5 years of employment as a software developer
Bachelor's degree, 資訊工程學系 (Department of Computer Science), Bachelor's degree, 資訊工程學系 (Department of Computer Science) at National Chiao Tung UniversityDoctor of Philosophy - PhD, 資訊科學與工程研究所 (Institute of Computer Science and Engineering), Doctor of Philosophy - PhD, 資訊科學與工程研究所 (Institute of Computer Science and Engineering) at National Yang Ming Chiao Tung University
Chinese, English
Github Skills (39)
transformers10
ajax10
pytorch10
python10
machine-learning-models10
cgi-bin10
machine-learning10
inference10
multimodal10
llm10
audio10
automation10
deep-learning10
natural-language-processing10
gemma10
Programming languages (4)
Github contributions (5)
wywyWang/Depression-Detection-LT-EDI-ACL-2022
Jan 2022 - Nov 2022
Official Implementation for NYCU_TWD LT-EDI@ACL 2022
Contributions:31 commits, 4 pushes in 10 months
depression-detectionacl
wywyWang/CoachAI
Mar 2019 - Nov 2022
Badminton coach ai: A badminton match data analysis platform based on deep learning (Physical Education Journal'20)
Contributions:226 commits, 23 PRs, 215 pushes in 3 years 8 months
aidata-analysisdeep-learningpythondata-science
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