Guoqiang Liang
About Me
I am currently a PhD student at Show@NUS, National University of Singapore, advised by Prof. Mike Z. SHOU.
Before that, I was a research associate at MMLab@NTU, Nanyang Technological University, Singapore, advised by Prof. Chen Change Loy. I earned my MPhil degree in 2024 under the supervision of Prof. Lin Wang at The Hong Kong University of Science and Technology. I completed my bachelor’s degree at the Harbin Institute of Technology (Shenzhen) in 2022.
My current research focuses on visual generation and embodied AI — building models that can perceive, evaluate, and act in the physical world. My earlier work centers on event-based vision and computational imaging, with a focus on challenges such as HDR, low-light enhancement, deblurring, frame interpolation, rolling shutter correction, and super-resolution.
📣 News
- [Sep. 2026] 🎉 Our paper "From Video Frames to Robot Meta-Frames: A Unified Latent Interface for World Action Models" has been accepted to CoRL 2026!
- [Jun. 2026] 🎉 Our paper "Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning" has been accepted to ECCV 2026!
- [Jan. 2026] 🚀 Started my PhD at Show Lab, National University of Singapore.
- [Sep. 2025] 🎉 Our paper "Evlight++: Low-light video enhancement with an event camera: A large-scale real-world dataset, novel method, and more" has been accepted to IEEE TPAMI!
- [Sep. 2025] 🎉 Our paper "Event-Guided Consistent Video Enhancement with Modality-Adaptive Diffusion Pipeline" has been accepted to NeurIPS 2025!
- [Aug. 2025] 🎉 Our paper "AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior" has been accepted to ACM MM 2025 as an Oral presentation!
- [May 2025] 🎉 Our paper "Self-supervised learning of event-guided video frame interpolation for rolling shutter frames" has been accepted to IEEE TVCG!
- [Dec. 2024] 🚀 Started as a Research Associate at MMLab@NTU, Singapore.
- [Jul. 2024] 🎉 Our work "UniINR: Event-guided Unified Rolling Shutter Correction, Deblurring, and Interpolation" was accepted by ECCV 2024.
- [Apr. 2024] 🎉 Our work "Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Approach" was accepted by CVPR 2024 for an Oral (.78%) presentation.
🧩 Selected Works
🗒 Publications
From Video Frames to Robot Meta-Frames: A Unified Latent Interface for World Action Models
Guoqiang Liang, et al.
Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning
Guoqiang Liang, Jianyi Wang, Zhonghua Wu, Shangchen Zhou, Chen Change Loy
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior
Guoqiang Liang, Qingnan Fan, Bingtao Fu, Jinwei Chen, Hong Gu, Lin Wang
Guoqiang Liang, Kanghao Chen, Hangyu Li, Yunfan LU, Lin Wang
Kanghao Chen, Guoqiang Liang (co-first), Yunfan Lu, Hangyu Li, Lin Wang.
Self-supervised Learning of Event-guided Video Frame Interpolation for Rolling Shutter Frames
Yunfan Lu, Guoqiang Liang (co-fisrt), Lin Wang
Yunfan Lu, Guoqiang Liang, Yusheng Wang, Lin Wang, Hui Xiong
💼 Internships and Working Experiences
- Jan. 2026 – Present · Singapore Show Lab, NUS PhD student, advised by Prof. Mike Z. SHOU.
- Dec. 2024 – Dec. 2025 · Singapore MMLab, NTU Working with Dr. Jianyi Wang, Prof. Shangchen Zhou, and Prof. Chen Change Loy.
- Jun. 2024 – Oct. 2024 · Shenzhen OPPO Working with Dr. Jie Liang and Prof. Lei Zhang.
- Jan. 2024 – May. 2024 · Hangzhou VIVO Working with Dr. Qingnan Fan.
- Feb. 2022 – Aug. 2022 · Shenzhen APPLE MDE Intern of iPhone Housing Team @ IPEG, FOXCONN (iPhone 14/14pro project).