← Search

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 0Source ↗PDF ↗Scholar ↗
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 0Source ↗PDF ↗Scholar ↗