CODA lab
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Guanhua Chen

Ph.D. student

CODA lab · Fudan University

With the group since Spring 2025

Works on high-level synthesis design-space exploration and circuit placement.

With Prof. Changhao Yan

Education

  • B.S., Shandong Uni.

Experience

Publications

Beyond Surrogate Accuracy: Credibility-Aware LLM-Guided Design Space Exploration for High-Level Synthesis

Yujie Yan, Guanhua Chen, Yukang Chen, Jiaxin Huang, Jianyi Cheng, and Keren Zhu†

ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2026.

  • FPT 2026 Journal Track
  • † Corresponding author

HOLMES: Hierarchical Optimization with poLygonal ModEling for Large-Scale AMS Placement

Guanhua Chen, Yujie Yan, Jiahua Liu, Zecheng Xu, Linxi Qiu, Yumao Wu, Zhiang Wang, Changhao Yan, Zhaori Bi, Keren Zhu†

IEEE International Symposium on Circuits and Systems (ISCAS), Shanghai, China, May 24-27, 2026.

  • † Corresponding authors
  • Accepted

LENS-HLS: LLM-Enhanced Learning-based Design Space Exploration for High-Level Synthesis

Yujie Yan, Guanhua Chen, Keren Zhu†

IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), Atlanta, GA, USA, May 13-16, 2026.

  • † Corresponding authors
  • Accepted (Extended Abstract)

HOLMES-HLS: Holistic Optimization and Learning-based Multi-model Exploration System for High-Level Synthesis

Yujie Yan*, Guanhua Chen*, Ruiyu Lyu, Huizhen Kuang, Kaiwen Zhou, Hao Chen, Lingli Wang, Keren Zhu†

International Conference on Field Programmable Technology (FPT) , Shanghai, China, Dec. 2-5, 2025.

  • † Corresponding authors
  • * Equal contributions