Xin Lin

Xin Lin 林鑫

Hi, I am Xin Lin (林鑫), I obtained a B.E. degree in Telecommunication Engineering from Sichuan University. I am an incoming Ph.D. student at UCSD, working on 3D Vision and Panorama. 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, and Dr. Xiangtai Li from Bytedance.

I am a research intern at Insta360, working on Panoramic reconstruction and depth estimation with Prof. Lu Qi at Shanghai, China!

Email / Wechat / CV / Google Scholar / Linkedin / Github

News

[2025.07] 🎉 One paper are accepted by TPAMI 25!
[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, Panoramic Vision, 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
	Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin, Yuyan Zhou, Jingtong Yue, Chao Ren, Kelvin C.K. Chan, Lu Qi, Ming-Hsuan Yang TPAMI 2025 code & project page / arXiv
	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
	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 ICLR 2025 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

Service

Conference Reviewer: AAAI’2026, NeurIPS’2025, 2024, ICLR’2025, ECCV’2024, ACM MM’2023, 2024 .

Journal Reviewer for IJCV, Information Fusion.

Experience

	Insta360 2025.04 ~ 2025.08 Shanghai, China Research intern Supervisor: Dr. Dizhe Zhang and Prof. Lu Qi
	University of California, San Diego 2024.07 ~ 2025.01 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
	SiChuan University 2021.09 ~ 2025.06 Chengdu, Sichuan, China GPA: 90.76/100 (rank 3/143) B.Eng. in Electronics and Information Engineering.

Honors

Jacobs Fellowship (UCSD).

Best Bachelor Thesis (Ranked 1/300+ in ECE department, SCU).

Top 10 Students in Sichuan University (10/60,000+, SCU).

SenseTime Scholarship (25 Students nation-wide).

Outstanding Student Award, Sichuan University (Top 1% in Sichaun University).

Chinese Mathematics Competitions first prize (Top 0.08% in Sichuan province).