Dr. Jia-Li Yin (印佳丽)
Professor, College of Computer Science and Big Data, Fuzhou University

2 Xueyuan Road, Fuzhou 350108, P.R.China
Office: Room 401, Building 2, College of Computer Science and Big Data.
Email: jlyin@fzu.edu.cn

Bio   |   Research   |   Professional service

Honors and Awards   |   Resources   |   

Latest News

[Paper] Our work on adversarial defense has been accepted to ICCV 2023. Congratulations to Bin Chen!

[Paper] Our work on adversarial defense has been accepted to TIFS 2023.

[Paper] Our work on robust UDA has been accepted to AAAI 2023. Congratulations to Wanqing!


A Short Bio

I am a Professor in the College of Computer Science and Big Data at Fuzhou University, director of VisionFlow Group, and affiliated faculty in the NSIS Lab. Before joining Fuzhou University, I obtained my Ph.D. from Yuan Ze University in 2020, working with Dr. Bo-Hao Chen. I study computational photography, deep learning, and adversarial training with the goal of applying academic competence and programming skills to devise a better problem-solving method for challenging tasks. I have closely collarborated with Dr. Yan-Tsung Peng in National Chengchi University, Taiwan, and Dr. Chung-Chi Tsai in Qualcomm Technologies Inc., USA, from 2019.


Research

An Adaptive Model Ensemble Adversarial Attack for Boosting Adversarial Transferability.
Bin Chen, Jia-Li Yin, Bo-Hao Chen, and Ximeng Liu
ICCV 2023 (CCF-A)
[Paper]  [code]


MetaFBP: Learning to Learn High-Order Predictor for Personalized Facial Beauty Prediction.
Luojun Lin, Zhifeng Shen, Jia-Li Yin, Qipeng Liu, yuanlong yu, Weijie Chen
ACM MM 2023 (CCF-A)
[Paper]  [code]


Push Stricter to Decide Better: A Class-Conditional Feature Adaptive Framework for Improving Adversarial Robustness.
Jia-Li Yin, Bin Chen, Wanqing Zhu, Bo-Hao Chen, and Ximeng Liu
IEEE Transactions on Information Forensics and Security (TIFS) (CCF-A)
[Paper]  [code]


SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation.
Wanqing Zhu, Jia-Li Yin, Bo-Hao Chen, and Ximeng Liu
AAAI 2023 (CCF-A)
[Paper]  [code]


Global Learnable Attention for Single Image Super-Resolution.
Jian-Nan Su; Min Gan; Guang-Yong Chen; Jia-Li Yin; C. L. Philip Chen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) (CCF-A)
[Paper]  [code]


Automatic Intermediate Generation with Deep Reinforcement Learning for Robust Two-exposure Image Fusion.
Jia-Li Yin; Bo-Hao Chen ; Yan-Tsung Peng ; Hau Hwang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
[Paper]  [code]


Deep Battery Saver: End-to-end Learning for Power Constrained Contrast Enhancement.
J. L. Yin, B. H. Chen, Y. T. Peng, and C. C. Tsai
IEEE Transactions on Multimedia
[Paper]  [code]


Gaussian-Adaptive Bilateral Filter.
Bo-Hao Chen, Yi-Syuan Tseng, and Jia-Li Yin
IEEE Signal Processing Letters
[Paper]  [Bibtex]  [project]


Color Transferred Convolutional Neural Networks for Image Dehazing.
Jia-Li Yin, Yi-Chi. Huang, Bo-Hao Chen, and Shao-Zhen Ye
IEEE Transactions on Circuits and Systems for Video Technology
[Paper]  [Bibtex]  [project]


Highly Accurate Image Reconstruction for Multimodal Noise Suppression Using Semisupervised Learning on Big Data.
Jia-Li Yin, Bo-Hao Chen, and Ying Li
IEEE Transactions on Multimedia
[Paper]  [Bibtex]  [project]



Professional service

Invited reviwer: CVPR, ECCV, TNNLS, TCYB, TMM, TCSVT, TMM, PR, IoJ etc.

Session chair: ICABDE 2021

Technical Program committee: ICEET 2021, ICABDE 2021, ICVARS 2022



Honors and Awards

Best Ph.D. Thesis Award from Taiwanese Association for Consumer Electronics (TACE), 2020

Outstanding Ph.D. Thesis Awards from Taiwan Image Processing and Pattern Recognition Society (IPPR), 2020

Best Ph.D. Thesis Award from Taiwan Institute of Information and Computing Machinery (ICM), 2020

Golden Medal Award, Taiwan Innotech Expo Invention Contest, 2019

Golden Medal Award, Taiwan Innotech Expo Invention Contest, 2019

Special prize schloarship from Fuzhou University, 2018

Best Thesis Award for Outstanding M.S. Thesis from Taiwan Institute of Information Computing Machinery, 2017

Best Thesis Award for Outstanding M.S. Thesis from Taiwan Institute of Electrical and Electronic Engineering (TIEEE), 2017

Outstanding graduate from Fuzhou University, 2015


Resources

Datasets