Hi!

I am currently a Ph.D. student in Georgia Tech, advised by Prof. Humphrey Shi, where I focus on user-centric tasks within Vision-related fields, i.e., agent, generative models. Previously, I earned my M.S. in 2021 and B.S. in 2020 from National Chiao Tung University, advised by Prof. Wen-Huang Cheng and Prof. Hong-Han Shuai. Until 2023, my research focused on Image and Video Synthesis and Editing in Fashion, particularly Virtual Clothing Try-on.

I am deeply passionate about developing Artificial Machine Intelligence and leveraging its transformative potential to build impactful, user-centric businesses.

🤗 Feel free to contact me: 📩 cychenisme@gmail.com.
Let’s have a (virtual) coffee chat about interesting topics.

Recent News 🔥

• [Aug. 25] One first-author paper “T2I-Copilot: A Training-Free Multi-Agent Text-to-Image System for Enhanced Prompt Interpretation and Interactive Generation” got accepted at ICCV’25! [Paper] [Code]
• [May. 25] Join the Adobe FireFly as a Machine Learning Research Intern in San Jose
• [Sep. 24] One first-author paper “A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization” got accepted at NeurIPS’24! Let’s meet at Vancouver 🇨🇦 [Paper] [Code]
• [Jun. 24] Join the SHI Labs as a Ph.D. student in Atlanta 🇺🇸
• [Apr. 24] One paper “Artifact Does Matter! Low-artifact High-resolution Virtual Try-On via Diffusion-based Warp-and-Fuse Consistent Texture” got the Best Paper Runner-Up Award at CVPRW’24! Welcome to chat with our team in Seattle 🇺🇸

Awards

• [Research] NeurIPS Scholar Award, 2024
• [Research] ICCV Diversity, Equity & Inclusion Award with travel grant and free registration, 2023
• [Startup] Excellent Award ($1,950), Mobilehero Networked Future Challenge, 2022
• [Startup] Google for Startups Cloud Program ($2,000), Google Cloud, 2022
• [Startup] U-start Plan for Innovation and Entrepreneurship ($11,373), Ministry of Education in Taiwan, 2022
• [Research] Master Thesis Award
  • IEEE Taipei Section, 2021
  • Institution of Engineering and Technology (IET), 2021
  • Chinese Image Processing and Pattern Recognition Society (IPPR), 2021
  • The Chinese Institute of Electrical Engineering (CIEE), 2021
  • Taiwanese Association for Artificial Intelligence (TAAI), 2021
  • Taiwan Association for Web Intelligence Consortium (WIC), 2021
  • Institute of Information & Computing Machinery (IICM), 2021
• [Research] Outstanding Student Research Reward ($1,550), National Yang Ming Chiao Tung University (NYCU), 2021
• [Research] Future Tech Award ($325), Ministry of Science and Technology of Taiwan (MOST), 2021
• [Research] The 1^st Place Award in the Image-based Multi-pose Virtual Try-on Challenge of the 4^th Look Into Person (LIP) Challenge in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 [Oral Video]
• [Research] College Student Research Creativity Award ($2,200), Ministry of Science and Technology (MOST), 2020
• [Research] Best Paper Award in IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), 2019

Work Experience

Machine Learning Research Intern Adobe Firefly in San Jose 🇺🇸 May 2025 - Present

Teaching Assistant Georgia Tech in Atlanta 🇺🇸 [Spring 2025] OMSCS 6476 Computer Vision [Fall 2024] CS 6476 Computer Vision

Research Assistant Epoch Foundation in Taiwan 🇹🇼 Jul. 2023 - Jun. 2024

Research Assistant Basic Lab in National Yang Ming Chiao Tung University in Taiwan 🇹🇼 Aug. 2023 - Jun. 2024

Research Assistant Basic Lab in Academia Sinica in Taiwan 🇹🇼 Mar. 2023 - Jul. 2023

Applied Scientist Neurons Lab in London 🇬🇧 Mar. 2023 - Mar. 2024

Founder & CEO Stylins.ai in Taiwan 🇹🇼 Nov. 2021 - Feb. 2023

Machine Learning Engineer Perfect Corp. in Taiwan 🇹🇼 Sep. 2021 - Oct. 2021

Education

Ph.D., School of Interactive Computing Georgia Institute of Technology in United States Aug. 2024 - Present

M.S., Institute of Electronics National Yang Ming Chiao Tung University in Taiwan Sep. 2020 - Jul. 2021 Accepted as the 1 year program with funding $1,300

B.S., Department of Electrophysics National Chiao Tung University @ Taiwan Sep. 2016 - Jun. 2020 Ranked the 1st place in class