Liangyan Li

Research Engineer, Huawei Technologies Ltd.

Joined

November 2022

Names

Liangyan Li (Preferred)

Emails

****@mcmaster.ca (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Research Engineer

Huawei Technologies Ltd. (huawei.com)

2025 – Present

PhD student

McMaster University (mcmaster.ca)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

JunChen

2021 – 2025

Expertise

Agentic AI

Agent system design

2025 – 2026

LLM Compression

image restoration

super-resolution

image compression

federated learning

3D CV

2021 – 2025

Publications

Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory
Li Xie, Liangyan Li, Jun Chen, Zhongshan Zhang
- CoRR 2024
- Readers: Everyone
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
Marcos V. Conde, Florin-Alexandru Vasluianu, Radu Timofte, Jianxing Zhang, Jia Li, Fan Wang, Xiaopeng Li, Zikun Liu, Hyunhee Park, Sejun Song, Changho Kim, Zhijuan Huang, Hongyuan Yu, Cheng Wan, Wending Xiang, Jiamin Lin, Hang Zhong, Qiaosong Zhang, Yue Sun, Xuanwu Yin et al. (15 additional authors not shown)
- CoRR 2024
- Readers: Everyone
A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer
Yangyi Liu, Huan Liu, Liangyan Li, Zijun Wu, Jun Chen
- CoRR 2023
- Readers: Everyone
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge
Ke Chen, Liangyan Li, Huan Liu, Yunzhe Li, Congling Tang, Jun Chen
- CVPR Workshops 2023
- Readers: Everyone
NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang et al. (61 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 01 Nov 2023
- CVPR Workshops 2023
- Readers: Everyone
Towards Multi-domain Single Image Dehazing via Test-time Training
Huan Liu, Zijun Wu, Liangyan Li, Sadaf Salehkalaibar, Jun Chen, Keyan Wang
- 2022 (modified: 22 Nov 2022)
- CVPR 2022
- Readers: Everyone
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results
Ren Yang, Radu Timofte, Jing Liu, Yi Xu, Xinjian Zhang, Minyi Zhao, Shuigeng Zhou, Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy, Xin Li, Fanglong Liu, He Zheng, Lielin Jiang, Qi Zhang, Dongliang He, Fu Li, Qingqing Dang, Yibin Huang et al. (52 additional authors not shown)
- 2021 (modified: 22 Nov 2022)
- CoRR 2021
- Readers: Everyone

Co-Authors

View all 185 co-authors

Liangyan Li

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory

Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey

A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer

SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report

Towards Multi-domain Single Image Dehazing via Test-time Training

NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

Co-Authors