Research

Publications

A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization Chieh-Yun Chen, Chiang Tseng, Li-Wu Tsao, and Hong-Han Shuai The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024 Paper | Code | Website | Video

Artifact Does Matter! Low-artifact High-resolution Virtual Try-On via Diffusion-based Warp-and-Fuse Consistent Texture Chiang Tseng, Chieh-Yun Chen, and Hong-Han Shuai The 7th Workshop on Computer Vision for Fashion, Art, and Design in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPRW), 2024 Runner-Up of the Best Paper Award Paper | Poster | Video

Size Does Matter: Size-aware Virtual Try-on via Clothing-oriented Transformation Try-on Network *Chieh-Yun Chen, *Yi-Chung Chen, Hong-Han Shuai, and Wen-Huang Cheng (*Equal contribution) International Comference on Computer Vision (ICCV), 2023 Paper | Code | Poster

FashionMirror: Co-attention Feature-remapping Virtual Try-on with Sequential Template Poses Chieh-Yun Chen, Ling Lo, Pin-Jui Huang, Hong-Han Shuai, and Wen-Huang Cheng International Comference on Computer Vision (ICCV), 2021 | Oral, oral acceptance rate=3% Paper | Supplements | Oral Video | Poster | Demo

Fashion Meets Computer Vision: A Survey Wen-Huang Cheng, Sijie Song, Chieh-Yun Chen, Shintami Chusnul Hidayati, and Jiaying Liu ACM Computing Surveys (ACM CSUR), 2021 Paper

Template-free Try-on Image Synthesis via Semantic-guided Optimization Chien-Lung Chou, Chieh-Yun Chen, Chia-Wei Hsieh, Hong-Han Shuai, Jiaying Liu, and Wen-Huang Cheng IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Paper

FashionOn: Semantic-guided Image-based Virtual Try-on with Detailed Human and Clothing Information *Chia-Wei Hsieh, *Chieh-Yun Chen, *Chien-Lung Chou, Hong-Han Shuai, Jiaying Liu, and Wen-Huang Cheng (*Equal contribution) ACM International Conference on Multimedia (ACM MM), 2019 | Oral, acceptance rate=26.5% Paper

Fit-me: Image-based virtual try-on with arbitrary poses Chia-Wei Hsieh, Chieh-Yun Chen, Chien-Lung Chou, Hong-Han Shuai, and Wen-Huang Cheng International Conference on Image Processing (ICIP), 2019 Paper

Talk

Winner Talk for Image-based Multi-pose Virtual Try-on Challenge Chieh-Yun Chen, Hong-Han Shuai, and Wen-Huang Cheng CVPR 2020 Workshop on Towards Human-Centric Image/Video Synthesis, and the 4th Look Into Person (LIP) Challenge Video

Academic Services

• Conference Reviewer
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 2024
  • The European Conference on Computer Vision (ECCV): 2024
  • The Conference on Neural Information Processing Systems (NeurIPS): 2024
  • IEEE International Conference on Multimedia and Expo (ICME): 2024
• Journal Reviewer
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS): 2023
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT): 2021, 2022, 2023
  • ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM): 2021, 2023
  • IEEE Transactions on Multimedia (TMM): 2021, 2022, 2024
• Teaching Assistant

  • CS6476 Computer Vision, Fall 2024, Georgia Institute of Technology
    Instructor: Prof. Humphrey Shi

  • IEE5741 Applied Computer Vision [English Medium Course], Fall 2020, National Chiao Tung University
    Instructor: Prof. Wen-Huang Cheng

• Mentorship
  • Project TYRA (Taiwanese Young Researcher Association), Fall 2025
    Mentoring 1 Taiwanese student to apply for PhD program in USA