Xin Lin

Xin Lin 林鑫

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

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

Email / CV / Google Scholar / Github

News

[2024.06] 🎉 Two papers are accepted by WACV 25 and TCSVT!
[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'!
[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

	HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes Xin Lin, Shi Luo, Xiaojun Shan, Xiaoyu Zhou, Chao Ren, Lu Qi, Ming-Hsuan Yang, Nuno Vasconcelos. Under Review code & project page / Poster
	RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection Jingtong Yue, Zhiwei Lin, Xin Lin*, Xiaoyu Zhou, Xiangtai Li, Lu Qi, Yongtao Wang, Ming-Hsuan Yang Under Review code & project page / Poster
	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 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 TCSVT code & project page / arXiv
	Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chujie Qin, Ruiqi Wu, Zikun Liu, Xin Lin, Chun-Le Guo, Hyun Hee Park, Chongyi Li ECCV, 2024 code & project page / Poster
	Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue, Xin Lin, Zijiu Yang, Chao Ren, WACV 2025 code & project page / arXiv
	Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin, Yuyan Zhou, Jingtong Yue, Chao RenB, Kelvin C.K. Chan, Lu Qi, Ming-Hsuan Yang Under review, 2024 code & 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

Service

Reviewer for ICLR’2025.

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, San Diego 2024.07 ~ today San Diego, CA, USA Research intern Supervisor: Prof. Nuno Vasconcelos
	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).