Xin Lin

Xin Lin 林鑫

Hi, I am Xin Lin (林鑫), a junior undergraduate student at SCU, majoring in Electronics and Information Engineering. Currently I’m a visiting student at UC Merced, supervised by Prof. Ming-Hsuan Yang, working with Dr. Lu Qi from TikTok and Dr. Kelvin C.K. Chan from Google DeepMind. I am fortunate to co-work with Prof. Chao Ren from SCU and Prof. Jinshan Pan from NJUST.

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

Email / CV / Google Scholar / Github

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 AIGC, 3D and Low-Level Image Processing related works.

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
	Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue, Xin Lin, Zijiu Yang, Zeyu Han, Chao Ren Under review, 2024 project page / arXiv
	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
	Unlocking Low-Light-Rainy Image Restoration by Pairwise Degradation Feature Vector Guidance Correspondence Xin Lin, Jingtong Yue, Sixian Ding, Chao Ren, Lu Qi, Ming-Hsuan Yang Under review, 2023 code / project page / arXiv
	Multi-Scene Mask Detection Based on Multi-Scale Residual and Complementary Attention Mechanism Yuting Zhou, Xin Lin, Shi Luo, Sixian Ding, Luyang Xiao, Chao Ren

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

	University of California, Merced 2023.06 ~ today Merced, CA, USA Visiting student Supervisor: Prof. Ming-Hsuan Yang
	Si Chuan University 2021.09 ~ present 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).