Xin Jin (金 鑫)
Xin Jin (金 鑫)
M.S. Candidate | Chongqing, China

About Me 😁

I am currently a second-year Master’s Degree Candidate at Chongqing Technology and Business University. Supervised by Prof. Huafeng Qin. I obtained B.S. degree in Internet of Things Engineering from Pass Collage of Chongqing Technology and Business University in 2022.

I am interested in Computer Vision and Biometric Identification. My current work focuses on Mixup Data Augmentation and Vein Identification.

I’m also a photography amateur and love to take scenery and starry sky photos. Of course, I don’t only e-camera, I also use film camera to take photos.

Welcome to contacting me about research. Please drop me emails (jinxin20001118@163.com).

News 💬

  • [2025.02] Two co-author papers on eye moment identification, EMMixFormer and EM-DARTS are accepted by IEEE TIM, congrats to Hongyu Zhu.
  • [2024.07] One paper on mixup data augmentation, Survey, is released on arXiv.
  • [2024.07] One paper on mixup data augmentation, SUMix, is accepted by ECCV 2024.
  • [2024.05] Co-author paper on vein identification, GANet, is accepted by HSI 2024, congrats to Hongchao Liao.
  • [2024.01] One paper on mixup data augmentation, AdAutoMix, is accepted by ICLR 2024 (Spotlight).
  • [2023.10] One co-author paper on vein identification, AdCL, is accepted by AIIIP 2023, congrats to Yiquan Wu.
  • [2022.12] One co-author paper on vein identification, CGAN-DA, is accepted by Journal of Cyber-Physical-Social Intelligence 2022, congrats to Shuqiang Yang.

Experiences 📝

 

Research Intern | Chongqing Financial Institute
Time: July 2023 - Step 2023. Advisor: Prof. Huafeng Qin.

 

Research Intern | Wsetlake University
Time: Mar. 2024 -- Present. Advisor: Prof. Stan Z. Li.

Publications 📖

Selected Preprints:

 

A Survey on Mixup Augmentations and Beyond
Xin Jin*, Hongyu Zhu*, Siyuan Li*, Zedong Wang, Zicheng Liu, Chang Yu, Huafeng Qin, and IEEE Fellow Stan. Z. Li†
arXiv, 2024
[PDF] [Awesome] [BibTeX]

 

StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification
Xin Jin*, Hongyu Zhu*, Mounim A. El-Yacoubi, Hongchao Liao, Huafeng Qin, and Yun Jiang†
arXiv, 2024
[PDF] [BibTeX]

Conferences (*: Equal Contribution. †: Corresponding Author.):

 

SUMix: Mixup with Semantic and Uncertain Information
Huafeng Qin*,†, Xin Jin*, Hongyu Zhu*, Hongchao Liao, Mounim A. El-Yacoubi, Xinbo Gao
ECCV, 2024
[PDF] [Code] [BibTeX]

 

Adversarial AutoMixup
Huafeng Qin*,†, Xin Jin*, Yun Jiang, Mounim A. El-Yacoubi, Xinbo Gao
ICLR, 2024 (Spotlight)
[PDF] [Code] [Poster] [BibTeX]

 

Adversarial Contrastive Learning Based on Image Generation for Palm Vein Recognition
Yiquan Wu, Hongchao Liao, Hongyu Zhu, Xin Jin, Shuqiang Yang, Huafeng Qin
AIIIP, 2023
[PDF] [BibTeX]

Journals (*: Equal Contribution. †: Corresponding Author.):

 

EmMixformer: Mix Transformer for Eye Movement Recognition
Huafeng Qin, Hongyu Zhu, Xin Jin, Qun Song, Mounim A. El-Yacoubi, and IEEE Fellow Xinbo Gao
TIM, 2025
[PDF] [Database] [BibTeX]

 

CGAN-DA: A Cross-Modality Domain Adaptation Model for Hand-Vein Biometric-based Authentication
Shuqiang Yang, Yiquan Wu, Xin Jin, Mounim A. El-Yacoubi, Huafeng Qin
Journal of Cyber-Physical-Social Intelligence, 2022
[PDF] [BibTeX]

Services 🧸

  • Conference Reviewer:
    2024 - International Conference on Learning Representations (ICLR), 2025
  • Journal Reviewer:
    Not yet.
  • Membership
    2024 - Student Member of IEEE
    2024 - Student Member of China Computer Federation (CCF)

Awards 🏆

  • Academic Progress Award, CTBU, 2023
  • Challenge Cup of “Qin Chuang Yuan”, National 2nd prize, 2024
  • The 14th Challenge Cup, Provincial 2nd prize, 2024
  • China International Student Innovation Competition, Provincial 2nd prize, 2024
  • The 7th Art Exhibition for College Students in Chongqing, Provincial 1st prize, 2023

Interests 📝

Photography.
You could see some photos on 500px website (Long time without update…)