📝 Publications

Papers

DAC 2026 (CCF-A) iPCL-M1: Pre-training of Chip Layout for Metrics Evaluation and Optimization. Xinhua Lai, He Liu, Weiguo Li, Yihang Qiu, Miao Liu, Simin Tao, Xingquan Li, Jungang Xu
TODAES 2025 (CCF-B) iPO: Constant Liar Parameter Optimization for Placement with Representation and Transfer Learning. Xinhua Lai, Miao Liu, Xingquan Li, Yihang Qiu, Shijian Chen, Xinhao Li, Jungang Xu
TCAD 2026 (CCF-A) CircuitFlow: Learning Dynamic Representations for Logic Optimization. Miao Liu, Xinhua Lai, Liwei Ni, Xingyu Meng, Rui Wang, Junfeng Liu, Xingquan Li, Jungang Xu
ASPDAC 2026 (CCF-C) iPCL: Pre-training for Chip Layout (Invited). Xingquan Li, Weiguo Li, Xinhua Lai
TCAD 2025 (CCF-A) AiEDA: An Open-Source AI-Aided Design Library. Yihang Qiu, Zengrong Huang, Simin Tao, Hongda Zhang, Weiguo Li, Xinhua Lai, Rui Wang, Weiqiang Wang, Xingquan Li
TODAES 2025 (CCF-B) A Survey of Machine Learning Approaches in Logic Synthesis. Miao Liu, Liwei Ni, Junfeng Liu, Xingyu Meng, Rui Wang, Xiaoze Lin, Xinhua Lai, Xingquan Li, Jungang Xu
ISEDA 2025 (EI) AiEDA-2.0: An Open-source AI-Aided Design Library. Yihang Qiu, Zengrong Huang, Weiguo Li, Xinhua Lai, Rui Wang, He Liu, Ping Zhou, Simin Tao, Junfeng Liu, Yifang Li, Xingquan Li