Research
My research interests lie in the fields of deep learning, image quality assessment, and computer vision, etc. I have published papers in relevant journals and conferences, such as IEEE TMM, IEEE TCSVT, ACM MM, Displays, IEEE ICIP, IEEE SMC, IEEE VCIP.
简历/CV
Journal Papers:
- Learning With Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration
Lei Wang, Qingbo Wu, Desen Yuan, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu
IEEE TMM 2025 | paper
- Scoring Structure Regularized Gradient Boosting Network for Blind Image Quality Assessment
Lei Wang, Qingbo Wu, Fanman Meng, Zhengning Wang, Chenhao Wu, Haoran Wei, King Ngi Ngan
Displays 2025 | paper
- Causal perception inspired representation learning for trustworthy image quality assessment
Lei Wang, Qingbo Wu, Desen Yuan, Fanman Meng, Zhengning Wang, King Ngi Ngan
Displays 2025 | paper
- Language Bias-Driven Self-Knowledge Distillation with Generalization Uncertainty for Reducing Language Bias in Visual Question Answering
Desen Yuan *, Lei Wang *, Qingbo Wu, Fanman Meng, King Ngi Ngan, Linfeng Xu
Applied Sciences 2022 | paper
- Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image
Qingbo Wu, Lei Wang, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu
IEEE TCSVT 2020 | paper
Conference Papers:
- Dual-Criterion Quality Loss for Blind Image Quality Assessment
Desen Yuan*, Lei Wang*
ACM MM 2024 (Oral presentation (3.97% only)) | paper
- Towards Adversarial Robustness in Blind Image Quality Assessment with Soft Thresholding Norm
Desen Yuan*, Lei Wang*
IEEE SMC 2024 (Oral presentation) | paper
- KonIQ-10k-LT: Overcoming Score Priors in Blind Image Quality Assessment Under Imbalanced Distributions
Desen Yuan, Lei Wang
IEEE VCIP 2024 | paper
- Blind Tone-mapped Image Quality Assessment and Enhancement via Disentangled Representation Learning
Lei Wang, Qingbo Wu, King Ngi Ngan, Hongliang Li, Fanman Meng, Linfeng Xu
APSIPA 2020 (Oral presentation) | paper
- Beyond Synthetic Data: A Blind Deraining Quality Assessment Metric Towards Authentic Rain Image
ICIP 2019 (Oral presentation) | paper
Internship
10/2020 to 2021/10, Internship at Alibaba DAMO Academy. Guided by Dr. Bin Wang, Focus on Face key points, image attribute editing, 3D image generation, multi-view generation, NERF.
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