Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator. - Sian-Yao Huang; Wei-Ta Chu (CVPR, 2021)

PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment. - Sian-Yao Huang; Wei-Ta Chu (IJCNN, 2021)

CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research. - Sian-Yao Huang; Cheng-Lin Yang; Che-Yu Lin; Chun-Ying Huang (EMNLP, 2024)