publications

2026

  1. ISEDA
    DiffHLS: Differential Learning for High-Level Synthesis QoR Prediction with GNNs and LLM Code Embeddings
    Zedong Peng, Zeju Li, Qiang Xu, and Jieru Zhao
    In IEEE/ACM International Symposium of EDA (ISEDA), 2026
    arXiv PDF

2025

  1. ICCAD
    HIPPO: A Hierarchy-Preserving and Noise-Tolerant Pre-HLS Power Modeling Framework for FPGA
    Zefan Lin, Zedong Peng, Mingzhe Gao, Jieru Zhao, and Zhe Lin
    In Proceedings of the 44th IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025
    PDF Website
  2. arXiv
    ForgeHLS: A Large-Scale, Open-Source Dataset for High-Level Synthesis
    Zedong Peng, Zeju Li, Mingzhe Gao, Qiang Xu, Chen Zhang, and Jieru Zhao
    arXiv preprint arXiv:2507.03255, 2025
    arXiv PDF
  3. IEEE ICLAD
    DeepCircuitX: A Comprehensive Repository-Level Dataset for RTL Code Understanding, Generation, and PPA Analysis
    Zeju Li, Changran Xu, Zhengyuan Shi, Zedong Peng, Yi Liu, Yunhao Zhou, Lingfeng Zhou, Chengyu Ma, Jianyuan Zhong, Xi Wang, and 4 more authors
    In IEEE ICLAD, 2025
    arXiv PDF Website

2024

  1. IEEE TDSC
    A verifiable and privacy-preserving federated learning training framework
    Haohua Duan, Zedong Peng, Liyao Xiang, Yuncong Hu, and Bo Li
    IEEE Transactions on Dependable and Secure Computing, 2024
    PDF Website