Publications

* denotes equal contribution † denotes corresponding author


Journal Papers

  • IEEE TCAD H. Wu, H. Jiang, Z. Wang, Y. Ou, C. Hu, B. Yuan, Y. Lu, M. Huang, T. Chen, X. Liu and J. Jiang†, "Design Intent Driven Multi-Agent Reinforcement Learning With Current-Transient Automatic Clustering for Analog LDO Sizing."
  • Lancet Digital Life Y. Wang*, J. Chen*, Z. Chen*, S. Kuang*, H. Jiang, Y. Shi, H. Yuan, Yan-ran (Joyce) Wang, B. Wang, L. Wu, B. Tang, L. Meng, B. Luo, B. Zhou, W. Ding, W. Zhong, W. Hou, Y. Chen, Z. Wan, W. Wang, Z. Xiao, W. Wan, A. He, Y. Zhou, L. Zhang, F. Wang, Z. Liu, M. Iv, X. Gong†, and L. Qu†, "A Foundation Model for Presurgical Brain Tumor Diagnosis and MRI Interpretation."
  • IEEE TPAMI P. Guo*, R. Wang*, S. Zeng, J. Zhu, H. Jiang, Y. Wang, Y. Zhou, F. Wang, H. Xiong, and L. Qu†, "Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks." (Paper | Project | Code)

Conference Papers

  • DATE 2026 B. Liu*, H. Jiang*, H. Zhang, X. Gao, Z. Kong, X. Tang, Z. David, and Y. Lin†, "GRAIN: A Design-Intent-Driven Analog Layout Migration Framework." (Extended Abstract)
  • ISCAS 2026 H. Wu*, H. Jiang*, Z. Wang, Y. Ou, B. Yuan, Y. Lu, and J. Jiang†, "Parallel Critic-Free Reinforcement Learning with Direct Parameter Space Mapping for Large-Scale Analog LDO Sizing."
  • DATE 2026 H. Wu*, H. Jiang*, Y. Ou, Z. Wang, Q. Shen, B. Yuan, Y. Lu, and J. Jiang†, "ACEMARL: Adaptive Clustering Enhanced Multi-Agent Reinforcement Learning for Analog Circuit Sizing."
  • AAAI 2026 H. Jiang*, H. Wu*, Y. Ou, Z. Wang, T. Chen, and J. Jiang†, "FD-MAGRPO: Functionality-Driven Multi-Agent Group Relative Policy Optimization for Analog-LDO Sizing." (Poster)
  • EExPolytech 2025 J. Wang*, H. Jiang, J. Wang, R. Chen, C. Zhuang, J. Song†, "SPECTRUM: Synergistic Precision Extraction and Chart Transformation Tool for Robust Unified Power SeMiconductor (IGBT) Datasheet." (Paper)
  • DAC 2026 H. Wu, H. Jiang, Y. Ou, Z. Wang, Z. Wang, S. Zhou, C. Hu, C. Zhang, B. Yuan, Y. Lu, M. Huang, and J. Jiang†, "ACUMEN: Automatic Constraint Matching and Uncertainty-Modulated Exploration with Parameter Space Navigation for Analog Circuit Sizing."
  • arXiv 2025 Y. Shi, X. Zhang, J. Ji, H. Jiang, C. Zheng, Y. Wang, and L. Qu†, "HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding." (arXiv | PDF)