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cs.AR2026
DRC-Aid: Design-Rule Correction via Agentic Framework utilizing Inference-Time Large Language Models
Anushka Mukherjee, Kang He, Kaushik Roy
Resolving Design Rule Violations (DRVs) in layouts entails an iterative loop of geometric edits and verification. We present DRC-Aid, a closed-loop agentic framework that automates…
cs.SE2026
SWE-Adept: An LLM-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution
Kang He, Kaushik Roy
Large language models (LLMs) exhibit strong performance on self-contained programming tasks. However, they still struggle with repository-level software engineering (SWE), which de…