Scholar
Mengnan Zhao
Google Scholar ID: vaxjP4kAAAAJ
PhD candidate, College of Computing & Informatics, Drexel University
health informatics
social media analytics
text mining
NLP
machine learning
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Citations & Impact
All-time
Citations
423
H-index
9
i10-index
9
Publications
20
Co-authors
0
Publications
9 items
ProbGuard: Calibrated Safety Risk Estimation from LLM Output Distributions
2026
Cited
0
Confusion-Geometry Rebalancing for Long-Tailed Adversarial Training
2026
Cited
0
AgentSnare: Learning to Delay, Divert, and Defuse Autonomous Penetration Agents
2026
Cited
0
CoreUnlearn: Rethinking Concept Unlearning through Disentangled Component-Level Erasure in Text-guided Diffusion Models
2026
Cited
0
Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training
2026
Cited
0
Mitigating Error Amplification in Fast Adversarial Training
2026
Cited
0
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts
2025
Cited
0
BadPromptFL: A Novel Backdoor Threat to Prompt-based Federated Learning in Multimodal Models
2025
Cited
0
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