3 papers
cs.AR2025
Multimodal Chip Physical Design Engineer Assistant
Yun-Da Tsai, Chang-Yu Chao, Liang-Yeh Shen +7
Modern chip physical design relies heavily on Electronic Design Automation (EDA) tools, which often struggle to provide interpretable feedback or actionable guidance for improving…
cs.AI2025
Autonomous Code Evolution Meets NP-Completeness
Cunxi Yu, Rongjian Liang, Chia-Tung Ho +1
Large language models (LLMs) have recently shown strong coding abilities, enabling not only static code generation but also iterative code self-evolving through agentic frameworks.…
cs.LG2025
Learning Library Cell Representations in Vector Space
Rongjian Liang, Yi-Chen Lu, Wen-Hao Liu +1
We propose Lib2Vec, a novel self-supervised framework to efficiently learn meaningful vector representations of library cells, enabling ML models to capture essential cell semantic…