Xin Lin 林鑫

Hi, I am Xin Lin (林鑫), a junior undergraduate student at SCU, majoring in Communication Engneering. I’m fortunate to work closely with Prof. Ming-Hsuan Yang from UCM, Prof. Nuno Vasconcelos from UCSD, Dr. Lu Qi from TikTok, Dr. Kelvin C.K. Chan from Google DeepMind, Prof. Chao Ren from SCU and Prof. Jinshan Pan from NJUST.

I'm actively applying for a Ph.D. position in 2025 Fall!

profile photo
News

[2024.06] 🎉 I got the SenseTime Scholarship!
[2024.05] I became a reviewer for NeurIPS 24!
[2024.05] 🎉 I got the `TOP 100 Students in Sichuan University'!
[2024.04] I became a reviewer for Information Fusion!
[2024.03] I became a reviewer for ECCV 24!
[2024.01] I became a reviewer for ACM MM 24!
[2023.08] I became a reviewer for IJCV!
[2023.08] 🎉 Our work Low-light-rainy Image Restoration is on arXiv 🎉.
[2023.07] 🎉 Our work SCPGabNet is accepted to ICCV 2023! 🎉.

Research Interests

I am interested in Computer Vision, especially 3D Vision, Image editing, and Low-Level Image Processing.

Selected Publications
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
Xin Lin, Chao Ren, Xiao Liu, Jie Huang, Yinjie Lei
ICCV, 2023
code & project page / Poster
Multi-task Image Restoration Guided By Robust DINO Features
Xin Lin, Chao Ren, Kelvin C.K. Chan, Lu Qi, Jinshan Pan, Ming-Hsuan Yang
Under review, 2023
project page / arXiv
Dual Degradation Representation for Joint Deraining and Low-Light Enhancement in the Dark
Xin Lin, Jingtong Yue, Sixian Ding, Chao Ren, Lu Qi, Ming-Hsuan Yang
Under review, 2023
code & project page / arXiv
Service
Reviewer for NeurIPS’2024.
Reviewer for ECCV’2024.
Reviewer for IJCV.
Reviewer for Information Fusion’2024.
Reviewer for ACM MM’2023, 2024.
Reviewer for CVPR’2023.
Experience
UCM logo
University of California, Merced

Merced, CA, USA
Visiting student
Supervisor: Prof. Ming-Hsuan Yang
scu_logo
Si Chuan University

Chengdu, Sichuan, China
GPA: 90.76/100 (rank 3/143)
B.Eng. in Electronics and Information Engineering.
Honors
SenseTime Scholarship (25 Students nation-wide).
National Scholarship (Top 0.2% nationwide, highest scholarship in China).
Top 100 Students in Sichuan University (100/60,000+).
Hua Wen Scholarship (Top 1% in Sichaun University).
First-class Scholarship, Sichuan University (Top 1% in Sichaun University).
Outstanding Student Award, Sichuan University (Top 1% in Sichaun University).
Chinese Mathematics Competitions first prize (Top 0.08% in Sichuan province).