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20242026
most citedEnhancing 3D Robotic Vision Robustness by Minimizing Adversarial Mutual Information through a Curriculum Training Approach

1 citations · 2 across the 11 of their papers we have counts for

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eess.SY2026

From Generation to Discovery: Diffusion Mutation Kernels for Circuit and Physical Design

Dinithi Jayasuriya, Aravind Saravanan, Nilesh Ahuja +2

Generation and discovery are different problems. A generative model trained on valid artifacts reproduces a distribution, whereas discovery must produce artifacts that lie outside…

cs.SE2026

Structural Verification for Reliable EDA Code Generation without Tool-in-the-Loop Debugging

Dinithi Jayasuriya, Aravind Saravanan, Nilesh Ahuja +2

Large language models (LLMs) have enabled natural-language-driven automation of electronic design automation (EDA) workflows, but reliable execution of generated scripts remains a…