About Me ๐
I am an incoming research assistant at Westlake University. I got my M.S. degree from Chongqing Technology and Business University this year. 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 Large Language Model(LLM) and Multi-modal Large Language Model(LLM).
Iโm also a photography amateur and love to take scenery and starry sky photos. Of course, I donโt 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 ๐ฌ
- [2025.02] One paper on (M)LLM optimizers, SGG is accepted by ACL 2025 main, congrats to Siyuan Li, Zedong Wang and Juanxi Tian.
- [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 ๐
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Research Intern |
Chongqing Financial Institute
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Research Intern |
Wsetlake University
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Research Assistant |
Wsetlake University
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Publications ๐
Selected Preprints:
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A Survey on Mixup Augmentations and Beyond |
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StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification |
Conferences (*: Equal Contribution. โ : Corresponding Author.):
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Taming LLMs by Scaling Learning Rates with Gradient Grouping |
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SUMix: Mixup with Semantic and Uncertain Information |
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Adversarial AutoMixup |
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Adversarial Contrastive Learning Based on Image Generation for Palm Vein Recognition |
Journals (*: Equal Contribution. โ : Corresponding Author.):
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EM-DARTS: Hierarchical Differentiable Architecture Search for Eye Movement Recognition |
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EmMixformer: Mix Transformer for Eye Movement Recognition |
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CGAN-DA: A Cross-Modality Domain Adaptation Model for Hand-Vein Biometric-based Authentication |
Services ๐งธ
- 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 ๐
- Academic Progress Award, CTBU, 2023
- Challenge Cup of โQin Chuang Yuanโ, 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 ๐
Photography.
You could see some photos on 500px website (Long time without updateโฆ)