Yuanfang Guo

Zhejiang Normal University — China

Computer Science · Physical Sciences

19h-index1.5kcitations124works2.52yr avg
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Research Topics

Advanced Graph Neural Networks(30), Advanced Steganography and Watermarking Techniques(19), Digital Media Forensic Detection(19), Advanced Image Processing Techniques(18), Anomaly Detection Techniques and Applications(16)

Publications124 total

TCM-Eval: An Expert-Level Dynamic and Extensible Benchmark for Traditional Chinese Medicine
arXiv (Cornell University)·2025Open Access
Academic Tangping Scale for College Students in China: Scale Development, Validation and Application
2025Open Access
Universal Graph Self-Contrastive Learning
2025
A chemical autonomous robotic platform for end-to-end synthesis of nanoparticles
Nature Communications·2025· 13 citedOpen Access
EntropyMark: Towards More Harmless Backdoor Watermark via Entropy-based Constraint for Open-source Dataset Copyright Protection
2025· 1 cited
HF<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.svg" display="inline" id="d1e1384"><mml:msup><mml:mrow><mml:mi mathvariant="normal">A</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math>RE: Enhancing adversarial robustness via Hyperspherical Feature Aggregation
Pattern Recognition·2025
Feature Perturbation Agent based Adversarial Attack Method for Weakly Supervised Video Anomaly Detection
2025
Anomaly-aware self-supervised feature learning for weakly supervised video anomaly detection
Computer Vision and Image Understanding·2025· 3 cited
Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Robust Deepfake Detection via Perturbation Domain Alignment
2025· 1 cited
Generalizable AI-Generated Image Detection Based on Fractal Self-Similarity in the Spectrum
arXiv (Cornell University)·2025Open Access
Common knowledge learning for generating transferable adversarial examples
Frontiers of Computer Science·2025· 1 cited
Vector Quantization Based Query-Efficient Attack via Direct Preference Optimization
IEEE Signal Processing Letters·2025· 1 cited
Recent progress of the security research for multimodal large models
Journal of Image and Graphics·2025Open Access
Research on the Optimal Design and Quality Control of Prefabricated Components and Molds
Advances in engineering research/Advances in Engineering Research·2025Open Access
Dictionary Learning Based Two-stage Near-lossless Video Compression
2024
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation
ACM Transactions on Multimedia Computing Communications and Applications·2024· 2 citedOpen Access
Deepfake Detection Via Separable Self-Consistency Learning
2024· 2 cited
Exploring transferable and robust adversarial perturbation generation across network hierarchy
Neurocomputing·2024· 2 cited
ALD-GCN: Graph Convolutional Networks With Attribute-Level Defense
IEEE Transactions on Big Data·2024
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Frequent Co-authors

Oscar C. Au(16), Xiaochun Cao(15), Liang Yang(14), Ketan Tang(9), Lu Fang(8), Yunhong Wang(8), Junhua Gu(7), Chuan Wang(7), Rui Wang(5), Bingxin Niu(5), Junfu Wang(5), Jiantao Zhou(5), Di Huang(4), Di Jin(3), Yunhong Wang(3), Shuyuan Zhu(3), Bing Zeng(3), Zhiding Yu(3), Bo Yang(2), Pengfei Wan(2)