Scholar
Pengxu Wei
Google Scholar ID: ZsScBwMAAAAJ
Sun Yat-sen University, Associate Professor
Low-Level Vision
Image Generation
AI-Generated Image Detection
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Citations & Impact
All-time
Citations
2,078
H-index
23
i10-index
36
Publications
20
Co-authors
5
list available
Contact
GitHub
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Publications
7 items
Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
2026
Cited
0
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
2025
Cited
0
Thinking Before You Speak: A Proactive Test-time Scaling Approach
2025
Cited
0
Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention into Convolutions
2025
Cited
0
Decoder-Only LLMs are Better Controllers for Diffusion Models
2025
Cited
0
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
2024
Cited
2
DreamArtist++: Controllable One-Shot Text-to-Image Generation via Positive-Negative Adapter
2022
Cited
21
Resume (English only)
Academic Achievements
2024: Two papers accepted by ICML; one paper accepted by ECCV
2023: Two papers accepted by ICCV; three by CVPR; one by TIP; one by AAAI; one paper selected as Best Paper candidate at PRCV 2023
2022: One ECCV oral paper (top 2.7%); one CVPR oral paper (top 4.2%)
Released DRealSR, a large-scale diverse real-world image super-resolution dataset
Organized IEEE CASS Seasonal School on New Trends of Visual and Language Understanding (2021)
Hosted AIM 2020 Real Image Super-Resolution Challenge
Co-authors
5 total
Qixiang Ye
University of Chinese Academy of Sciences, University of Maryland
Jianbin Jiao
University of Chinese Academy of Sciences
Fang Wan
University of Chinese Academy of Sciences
Wei Ke
Xi'an Jiaotong University
Co-author 5
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