From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning. - Shaoze Fan; Ningyuan Cao; Shun Zhang; Jing Li 025; Xiaoxiao Guo; Xin Zhang 025 (ICCAD, 2021)

Power Converter Circuit Design Automation Using Parallel Monte Carlo Tree Search. - Shaoze Fan; Shun Zhang; Jianbo Liu; Ningyuan Cao; Xiaoxiao Guo; Jing Li 025; Xin Zhang 025 (ACM Trans. Design Autom. Electr. Syst., 2023)

Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design. - Shaoze Fan; Haoshu Lu; Shun Zhang; Ningyuan Cao; Xin Zhang 025; Jing Li 025 (DAC, 2024)

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. - Chen-Chia Chang; Yikang Shen; Shaoze Fan; Jing Li 025; Shun Zhang; Ningyuan Cao; Yiran Chen 001; Xin Zhang 025 (ICML, 2024)

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. - Chen-Chia Chang; Yikang Shan; Shaoze Fan; Jing Li 073; Shun Zhang; Ningyuan Cao; Yiran Chen 001; Xin Zhang 025 (CoRR, 2024)