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Bryan Zhang

3 accepted papers

2025

DiffCAM: Data-Driven Saliency Maps by Capturing Feature Differences

CVPR 2025highlight

In recent years, the interpretability of Deep Neural Networks (DNNs) has garnered significant attention, particularly due to their widespread deployment in critical domains like healthcare, finance, and autonomous systems. To address the challenge of understanding how DNNs make decisions, Explainabl…

Cited by 0SourcePDFScholar
2025

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs

NeurIPS 2025poster

Modern engineering, spanning electrical, mechanical, aerospace, civil, and computer disciplines, stands as a cornerstone of human civilization and the foundation of our society. However, engineering design poses a fundamentally different challenge for large language models (LLMs) compared with tradi…

Cited by 0SourceScholar