Sam Kwong

Chair Professor, School of Data Science, Lingnan University

Joined

December 2019

Names

Sam Kwong

Sam Tak-Wu Kwong

Emails

****@cityu.edu.hk (Confirmed)

****@ln.edu.hk (Confirmed)

Personal Links

Career & Education History

Chair Professor

School of Data Science, Lingnan University (ln.edu.hk)

2023 – Present

Advisors, Relations & Conflicts

Coauthor

Prof. WANG Shiqi

2017 – Present

Coauthor

丛润民

2017 – Present

Coauthor

zhang yun

2015 – Present

Expertise

video coding

2012 – 2020

Publications

WienerFlow: Wiener-Adaptive Flow Matching for Perception and Fidelity Trade-off in Low-light Image Enhancement
Xiangrui Zeng, Lingyu Zhu, Shiqi Wang, Sam Kwong
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
One Shot, One Kill: Attacking Video Object Segmentation with a Single Frame
Hao Fang, Runmin Cong, Bin Wan, Sam Kwong, Wei Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A Novel Rank Learning Based No-Reference Image Quality Assessment Method
Fu-Zhao Ou, Yuan-Gen Wang, Jin Li, Guopu Zhu, Sam Kwong
- IEEE Transactions on Multimedia (TMM)
- Readers: Everyone
Troubleshooting Ethnic Quality Bias with Curriculum Domain Adaptation for Face Image Quality Assessment
Fu-Zhao Ou, Baoliang Chen, Chongyi Li, Shiqi Wang, Sam Kwong
- IEEE/CVF International Conference on Computer Vision (ICCV) 2023
- Readers: Everyone
Refining Uncertain Features with Self-Distillation for Face Recognition and Person Re-Identification
Fu-Zhao Ou, Xingyu Chen, Kai Zhao, Shiqi Wang, Yuan-Gen Wang, Sam Kwong
- IEEE Transactions on Multimedia (TMM)
- Readers: Everyone
CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
Fu-Zhao Ou, Chongyi Li, Shiqi Wang, Sam Kwong
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
- Readers: Everyone
Distribution-Aligned Decoding for Efficient LLM Task Adaptation
Senkang Hu, Xudong Han, Jinqi Jiang, Yihang Tao, Zihan Fang, Yong Dai, Sam Kwong, Yuguang Fang
- NeurIPS 2025 poster
- Readers: Everyone
SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning
Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace Ip, Sam Kwong
- ICML 2025 poster
- Readers: Everyone
A weakly supervised learning framework for salient object detection via hybrid labels
Runmin Cong, Qin Qi, Chen Zhang, Qiuping Jiang, Shiqi Wang, Yao Zhao, Sam Kwong
- OpenReview Archive Direct Upload
- Readers: Everyone
ViT-UWA: Vision Transformer Underwater-Adapter for Dense Predictions Beneath the Water Surface
Qirui LIN, Hua Li, Yuheng Jia, Yutong Li, Shijie Lian, Huazhong Liu, Sam Kwong, Runmin Cong
- Submitted to ICLR 2025
- Readers: Everyone

View all 18 publications

Co-Authors

View all 62 co-authors