Scholar

Hui Zhang

Google Scholar ID: PM0wt9wAAAAJ

Fudan University

AIGCComputer VisionAnomaly Detection

Citations & Impact

All-time

Citations

309

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

1 items

2026

Cited

Resume (English only)

Academic Achievements

arxiv 2025: CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
ICCV 2025: CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
NeurIPS 2025: Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control
CVPR 2025: BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers
AAAI 2025: AdaDiff: Adaptive Step Selection for Fast Diffusion Models
TPAMI 2025: DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection
CVPR 2023: Prototypical Residual Networks for Anomaly Detection and Localization
2023.12, First Class Award Scholarship, Fudan University (Top 10%, PhD)
2022.12, Excellent Academic Scholarship, Fudan University (Top 5%, Master)
2021.03, Perfect Score (150/150) in Mathematics, Nationwide Master’s Program Unified Admissions Examination (Top 0.1%, Nationally)
2019.12, National Scholarship of China (Top 1%)
2019.07, Second Prizes, 15th ‘BoChuang Cup’ National College Students Embedded Design Contest (Top 3%)
2019.05, Second Prizes, 10th “Blue Bridge Cup” National C/C++ Programming Contest (Top 2%)

Education

Ph.D. Candidate at the School of Computer Science, Fudan University, supervised by Prof. Zuxuan Wu and Prof. Yu-Gang Jiang, expected to graduate in 2026.

Background

Research interests: Computer vision and deep learning. Current research focuses on unified model for generation and understanding, image generation, and video generation. Previous research focused on anomaly detection.

Miscellany