Xin Lin 林鑫

Hi, I am Xin Lin (林鑫), a senior undergraduate student at SCU, majoring in Telecommunication Engineering. I am an incoming PhD student at UCSD, working on 3D Vision and Robotics. I’m fortunate to work closely with Prof. Ming-Hsuan Yang from UCM, Prof. Nuno Vasconcelos from UCSD, Prof. Lu Qi from Insta360/WHU, Dr. Kelvin C.K. Chan from Google DeepMind, Dr. Xiangtai Li from Bytedance, and Prof. Chao Ren from SCU.

I will join Insta360 as a research intern working on Panoramic reconstruction with Prof. Lu Qi at Shanghai, China!

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News

[2025.01] 🎉 Two papers are accepted by ICLR 25!
[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, Robotics, 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.
ICLR 2025
code & project page / Poster
RobuRCDet: Enhancing Robustness of Radar-Camera Fusion in Bird's Eye View for 3D Object Detection (* means equal contribution)
Jingtong Yue*, Zhiwei Lin*, Xin Lin*, Xiaoyu Zhou, Xiangtai Li, Lu Qi, Yongtao Wang, Ming-Hsuan Yang
ICLR 2025
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
UMC: A Unified Approach for Resilient Control of Legged Robots Across Masked Malfunction Training
Yu Qiu, Xin Lin, Lu Qi, Ming-Hsuan Yang,
Under review
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
Submitted to TPAMI (Major Revision), 2024
code & project page / arXiv
Service
Reviewer for ICML’2024.
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
UCSD logo
University of California, San Diego

San Diego, CA, USA
Research intern
Supervisor: Prof. Nuno Vasconcelos
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
1,344 Pageviews
Mar. 01st - Apr. 01st
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).