Guixu Lin

Guixu Lin is a 3rd year Ph.D. student at the Graduate School of Information Science and Technology (IST), the University of Tokyo (Utokyo), advised by Prof. Yinqiang Zheng.
Currently, he is a research intern in Tencent. Guixu Lin receieved his Master degree from Utokyo in March 2023, advised by Prof. Ryosuke Shibasaki. Prior to Utokyo, Guixu Lin worked as a Reaserach Assistant at the Department of Computer Science and Engineering of Southern University of Science and Technology (Sustech), supervised by Prof. Xuan Song from 2019 to 2021. And he received his Bachelor degree in South China University of Technology (SCUT).

Guixu Lin is generally interested in computer vision, image and video processing. His current research interest lies in video generation, event-cameras-based image and video restoration. Feel free to contact Guixu Lin via his email!

Email / Google Scholar / Github

News

[2025 January] One paper is accepted by ICLR2025.
[2024 December] One paper is accepted by AAAI2025.
[2024 July] Two papers are accepted by ACMMM2024.
[2023 July] One paper is accepted by ACMMM2023.

Publications
Random Is All You Need: Random Noise Injection on Feature Statistics for Generalizable Deep Image Denoising (ICLR, 2025)
Zhengwei Yin, Hongjun Wang, Guixu Lin, Weihang Ran, Yinqiang Zheng.

Adversarial Attacks on Event-Based Pedestrian Detectors: A Physical Approach (AAAI, 2025)
Guixu Lin , Muyao Niu, Qingtian Zhu, Zhengwei Yin, Zhuoxiao Li, Shengfeng He, Yinqiang Zheng.

FlexIR: Towards Flexible and Manipulable Image Restoration (ACMMM, 2024)
Zhengwei Yin, Guixu Lin, Mengshun Hu, Hao Zhang, Yinqiang Zheng.

Exploring Data Efficiency in Image Restoration: A Gaussian Denoising Case Study (ACMMM, 2024)
Zhengwei Yin, Mingze MA, Guixu Lin, Yinqiang Zheng.

Event-guided Frame Interpolation and Dynamic Range Expansion of Single Rolling Shutter Image (ACMMM, 2023)
Guixu Lin, Jin Han, Mingdeng Cao, Zhihang Zhong, Yinqiang Zheng.

Exploring intercity regional similarity using worldwide location-based social network data (demo paper)(SIGSPATIAL, 2022)
Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song.

Internet of Things positioning technology based intelligent delivery system (IEEE Transactions on Intelligent Transportation Systems, 2022)
Yuhao Yao, Haoran Zhang, Lifeng Lin, Guixu Lin, Ryosuke Shibasaki, Xuan Song, Keping Yu.

Academic Services

[2025 January] Serve as reviewer for ICML 2025.
[2024 July] Serve as reviewer for NeurlPS 2024.
[2024 June] Serve as reviewer for ACM MM 2024.

Internships

[2025 June - now] Tencent

[2024 July - 2025 May] Singapore Management Univeristy (SMU), supervised by Prof. Shengfeng He