I am an AI Researcher at Alaya Lab, with current research interests in model acceleration for world models and video generation for AI-native game scenarios.

I received my Ph.D. degree in March 2026 from the Graduate School of Information Science and Technology, The University of Tokyo (UTokyo), under the supervision of Prof. Yinqiang Zheng. I obtained my M.S. degree from UTokyo in March 2023. Prior to that, I worked as a Research Assistant at the Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), from 2019 to 2021. I received my B.Eng. degree from the South China University of Technology (SCUT).

News

  • One paper is accepted by TPAMI.
  • One paper is accepted by ICLR 2025.
  • One paper is accepted by AAAI 2025.
  • Two papers are accepted by ACM MM 2024.
  • One paper is accepted by ACM MM 2023.

Publications

2026 Generative World Renderer paper teaser

Generative World Renderer at the Speed of Play
Guixu Lin, Zheng-Hui Huang, Siqi Yang, Ming-Hsuan Yang, Kaipeng Zhang, Zhixiang Wang

[paper] [project] [code]
TPAMI 2026 Moment-Reenacting paper teaser

Moment-Reenacting: Inverse Motion Degradation with Cross-shutter Guidance
Xiang Ji, Guixu Lin, Zhengwei Yin, Jiancheng Zhao, Yinqiang Zheng

[paper] [project] [code]
ICLR 2025 RNINet paper teaser

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

[paper] [code]
AAAI 2025 Event attack paper teaser

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

[paper] [code]
ACM MM 2024 FlexIR paper teaser

FlexIR: Towards Flexible and Manipulable Image Restoration
Zhengwei Yin, Guixu Lin, Mengshun Hu, Hao Zhang, Yinqiang Zheng

[paper]
ACM MM 2024 Data Efficiency paper teaser

Exploring Data Efficiency in Image Restoration: A Gaussian Denoising Case Study
Zhengwei Yin, Mingze Ma, Guixu Lin, Yinqiang Zheng

[paper]
ACM MM 2023 Event-guided frame interpolation paper teaser

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

[paper]

Academic Services

Reviewer for TMLR, ICML, ICLR, AAAI, NeurIPS, and ACM MM.

Experiences

2026.04 - Present

Alaya Lab

AI Researcher · Tokyo, Japan

2025.06 - 2025.11

Tencent Video

Research Intern · Shenzhen, China

2024.07 - 2025.05

Singapore Management University

Research Intern · Singapore

Supervised by Prof. Shengfeng He.