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Wan-Hsuan Lin

2 accepted papers

2025

LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation

ICML 2025poster

Automation of analog topology design is crucial due to customized requirements of modern applications with heavily manual engineering efforts. The state-of-the-art work applies a sequence-to-sequence approach and supervised finetuning on language models to generate topologies given user specificati…

Cited by 0SourcePDFScholar
2020

Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs

COLING 2020main

This paper proposes a novel miscellaneous-context-based method to convert a sentence into a knowledge embedding in the form of a directed graph. We adopt the idea of conceptual graphs to frame for the miscellaneous textual information into conceptual compactness. We first empirically observe that th…

Cited by 0SourcePDFScholar