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Yuang Ai

Hi, welcome to my website!

I'm Yuang Ai, a second-year Master's student in NLPR-CASIA supervised by Prof. Huaibo Huang and Prof. Ran He.

Before that, I obtained my bachelor degree in electronic information engineering from Beĳing Institute of Technology (GPA:3.9/4.0, Rank:3/397).

My recent research interests primarily focus on topics with significant real-world applications, like real-world image restoration, efficient generative models, and multi-modal learning, etc.

I am open to any discussion or collaboration. If you are interested, please feel free to contact me via email.

Email / Google Scholar / Github

Research

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Yuang Ai, Xiaoqiang Zhou, Huaibo Huang, Xiaotian Han, Zhengyu Chen, Quanzeng You, and Hongxia Yang.
NeurIPS, 2024
paper / code

Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
Yuang Ai, Xiaoqiang Zhou, Huaibo Huang, Lei Zhang, and Ran He.
CVPR, 2024
paper / code

Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
Yuang Ai, Xiaoqiang Zhou, Huaibo Huang, Jiexiang Wang, and Ran He.
CVPR, 2024
paper / code

	LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai, Huaibo Huang, and Ran He. Preprint, 2024 paper / code
	InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning Xiaotian Han, Yiren Jian, Xuefeng Hu, Haogeng Liu, Yiqi Wang, Qihang Fan, Yuang Ai, Huaibo Huang, Ran He, Zhenheng Yang, and Quanzeng You. Preprint, 2024 paper / dataset

Internships

ByteDance 2024.03-present, Research intern
Research: Multi-modal large language models.

OPPO Research Institute 2023.01-2023.03, Research intern
Research: Real-world image super-resolution.

Honours and Awards

2024.12: National scholarship

2024.12: NeurIPS 2024 Top Reviewer (main track)

2023.07: Outstanding Graduate named by Beijing and by BIT

2023.05: Second-Place Winner in the NTIRE 2023 Challenge on Image Super-Resolution

2022.12: Second-Place Winner in the NTIRE 2023 Challenge on 360deg Omnidirectional Image and Video Super-Resolution

2022.12: National scholarship

Academic Service

Reviewer for TIP, CVPR(2024-2025), ICCV 2025, NeurIPS (2024-2025), ICLR 2025, ICML 2025.
Programme Committee for AAAI2025.

Teaching

Deep Learning Methods and Applications, Teaching Assistant - Fall 2024

Thanks for the source codes from Yang Cao.