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Xingquan Li, PhD. |
About me
Dr. Xingquan Li is an associate researcher at Pengcheng Laboratory (PCL). He received the Ph.D degree from Fuzhou University in 2018. His research interesting includes EDA and AI for EDA. His team has developed an Open-source infrastructure of EDA (iEDA). He has published over 60 papers in journals and conferences such as TCAD, TC, TVLSI, TODAES, SCIENCE CHINA, DAC, ICCAD, DATE, ICCD, ASP-DAC, ISPD, ISCAS, ISEDA, NeurIPS and has filed 13 invention patents. He has achieved first-place award from ICCAD@CAD Contest three times in 2017, 2018, and 2022. In 2020, he was honored with the Operational Research Application Award from the Chinese Operations Research Society. In 2023, he received the Best Paper Award from ISEDA.
Research
My research interests include
Electronic Design Automation (EDA)
Computers-Aided Design (CAD)
AI for Electronic Design Automation (AIEDA)
Machine Learning for Optimization (MLO)
Recent Publications
Xinhuan Lai, Miao Liu, Xingquan Li, Yihang Qiu, Shijian Chen, Xinhao Li, Jungang Xu, iPO: Constant Liar Parameter Optimization for Placement with Representation and Transfer Learning, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2025. (CCF-B)
He Liu, Zhisheng Zeng, Simin Tao, Yifan Li, Biwei Xie, Wei Gao, Xingquan Li, AiTPO: KAN-UNet Heterogeneous Network for Timing Prediction and Optimization at Global Routing, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2025. (CCF-B)
Yihang Qiu, Zengrong Huang, Weiguo Li, Xinhua Lai, Rui Wang, He Liu, Ping Zhou, Simin Tao, Junfeng Liu, Yifang Li, Xingquan Li, AiEDA-2.0: An Open-source AI-Aided Design (AAD) Library for Design-to-Vector, in Proceedings of IEEE International Symposium of EDA (ISEDA), 2025.
Liwei Ni, Rui Wang, Miao Liu, Xingyu Meng, Xiaoze Lin, Junfeng Liu, Guojie Luo, Zhufei Chu, Weikang Qian, Xiaoyan Yang, Biwei Xie, Xingquan Li, and Huawei Li, OpenLS-DGF: An Adaptive Open-Source Dataset Generation Framework for Machine Learning Tasks in Logic Synthesis., IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025. (CCF-A)
Weiguo Li, Zhipeng Huang, Bei Yu, Wenxing Zhu, Jian Chen, Zhixue He, Xingquan Li, iCTS: Iterative and Hierarchical Clock Tree Synthesis With Skew-Latency-Load Tree., IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025. (CCF-A)
Shijian Chen, Yihang Qiu, Biwei Xie, Mingyu Chen and Xingquan Li, A Fast, Iterative Clock Skew Scheduling Algorithm with Dynamic Sequential Graph Extraction，in Proceedings of Design Automation Conference (DAC), 2025. (CCF-A)
Wenchao Li, Hongxi Wu, Duanxiang Liu, Xingquan Li and Wenxing Zhu, Differentiable Net-Moving and Local Congestion Mitigation for Routability-Driven Global Placement，in Proceedings of Design Automation Conference (DAC), 2025. (CCF-A)
Xiaoze Lin, Liyang Lai, Huawei Li, Biwei Xie and Xingquan Li, An Efficient Parallel Fault Simulator for Functional Patterns on Multi-core Systems, IEEE/ACM Design, Automation and Test in Europe Conference (DATE), 2025. (CCF-B)
Xueyan Zhao, Weiguo Li, Zhisheng Zeng, Zhipeng Huang, Biwei Xie, Xingquan Li, Yungang Bao, Toward Advancing 3D-ICs Physical Design: Challenges and Opportunities, in Proceedings of the 28th Asia and South Pacific Design Automation Conference (ASP-DAC), 2025. (CCF-C)
Jie Zhao, Biwei Xie, and Xingquan Li, QR-DeepONet: Resolve abnormal convergence issue related to basis dimension in DeepONet, Machine Learning, Science, 2025. (SCI Q1)
Junfeng Liu, Liwei Ni, Lei Chen, Xing Li, Qinghua Zhao, Xingquan Li, Shuai Ma, A Delay-driven Iterative Technology Mapping Framework, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025. (CCF-A)