江蕙如教授的個人資料 - Profile of Iris Hui-Ru Jiang

江蕙如 Iris Hui-Ru Jiang

國立臺灣大學電機工程學系 教授
國立臺灣大學電子工程學研究所 教授
Professor, Department of Electrical Engineering, National Taiwan University
Professor, Graduate Institute of Electronics Engineering, National Taiwan University

主要研究領域:

積體電路時序分析與最佳化、電路設計變更最佳化、實體設計、製造可行性最佳化、數據分析導向之設計自動化

Major Research Areas:

Timing analysis and optimization, engineering change order, physical design, design for manufacturability, data analytics based design automation

研究領域摘要:

IRIS智動化實驗室提供一個訓練創新思考的空間。每位學生直接與老師一起工作研究，嘗試解決有趣、實際、並有迫切需求的問題。主要研究領域是電子設計自動化，研究主題包含：時序分析與最佳化、設計變更最佳化、實體設計自動化、製造可行性、數據分析導向之設計自動化。透過與業界領導廠商合作，研究開發突破性技術。

Research Summary:

IRIS lab provides a cozy place to train critical and creative thinking. Every student is directly guided by the coach. We co-work to solve interesting, practical, and timely problems. The research interests lie primarily in the area of Electronic Design Automation, particularly in 1) timing analysis and optimization, 2) engineering change order optimization, 3) physical design automation, 4) design for manufacturability, 5) data analytics based design automation. We have been working closely with the semiconductor industry.

Photo of Iris Hui-Ru Jiang

代表性著作 Selected Publication

  1. Yi-Ting Hsieh, Tung-Wei Lin, Ya-Chu Chang, Hao-Yu Wu and Iris Hui-Ru Jiang, “Graceful register clustering and rebanking for power and timing balancing,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 44, no. 3, 1070, Mar. 2025
  2. Yu-Yang Chen, Yi-Chen Lin, Tzu-Han Hsu, Iris Hui-Ru Jiang, Tung-Chieh Chen, Tai-Chen Chen and Hua-Yu Chang, “Modern fixed-outline floorplanning with rectilinear soft modules,” IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1, New Jersey, Oct. 2024
  3. Kevin Kai-Chun Chang, Guang-Ting Liu, Chun-Yao Chiang, Pei-Yu Lee and Iris Hui-Ru Jiang, “Multi-Corner timing macro modeling with neural collaborative filtering from recommendation systems perspective,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 43, no. 10, 2840, Oct. 2024
  4. Kai-En Lin, Kuan-Chun Wang, Yu-Heng Chen, Li-Heng Lin, Ying-Hua Lee, Chung-Wei Lin, and Iris Hui-Ru Jiang, “Graph-based deadlock analysis and prevention for robust intelligent intersection management,” ACM Transactions on Cyber-Physical Systems (ACM TCPS), vol. 8, no. 3, 33:1, Jul. 2024
  5. Iris Hui-Ru Jiang, “Lightning talk: all routes to timing closure,” ACM/IEEE Design Automation Conference (DAC), 1, San Francisco, Jul. 2023
  6. Yu-Quan Chen, Iris Hui-Ru Jiang, Katherine Kim, “PV inverter control algorithm using reinforcement learning to mitigate the duck curve problem,” IEEE Applied Power Electronics Conference (APEC), 1, Orlando, Mar. 2023
  7. Yi-Ting Lin, Chung-Wei Lin, Iris Hui-Ru Jiang, Changliu Liu, “Distributed Coordination and Centralized Scheduling for Automobiles at Intersections. In: Kukkala, V.K., Pasricha, S. (eds) Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems,” Springer, Mar. 2023
  8. Guan-Ting Danny Liu, Wei-Chen Tai, Yi-Ting Lin, Iris Hui-Ru Jiang, James P. Shiely and Pu-Jen Cheng, “Sub-resolution assist feature generation with reinforcement learning and transfer learning,” IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1, San Diego, Nov. 2022
  9. Kevin Kai-Chun Chang, Chun-Yao Chiang, Pei-Yu Lee and Iris Hui-Ru Jiang, “Timing macro modeling with graph neural networks,” ACM/IEEE Design Automation Conference (DAC), 1, San Francisco, Jul. 2022
  10. Shang-En Tseng, Iris Hui-Ru Jiang, and James P. Shiely, “Subresolution assist feature insertion by variational adversarial active learning and clustering with data point retrieval,” ACM/IEEE Design Automation Conference (DAC), 1, San Francisco, Dec. 2021
  11. Wei Li, Yuzhe Ma, Qi Sun, Lu Zhang, Yibo Lin, Iris Hui-Ru Jiang, Bei Yu, David Z. Pan, “OpenMPL: An open source layout decomposer,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 40, no. 11, 2331, Nov. 2021
  12. Yi-Ting Lin and Iris Hui-Ru Jiang, “Novel guiding template and mask assignment for DSA-MP hybrid lithography using multiple BCP materials,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 40, no. 9, 1909, Sept. 2021
  13. Xuan-Xue Huang, Hsien-Chia Chen, Sheng-Wei Wang, Iris Hui-Ru Jiang, Yih-Chih Chou, and Cheng-Hong Tsai, “Dynamic IR-drop ECO optimization by cell movement with current waveform staggering and machine learning guidance,” IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1, Virtual, Nov. 2020
  14. Wei-Chun Chang and Iris Hui-Ru Jiang, “iClaire: A fast and general layout pattern classification algorithm with clip shifting and centroid recreation,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 39, no. 8, 1662, Aug. 2020
  15. Hsien-Han Cheng, Iris Hui-Ru Jiang and Oscar Ou, “Fast and accurate wire timing estimation on tree and non-tree net structures,” ACM/IEEE Design Automation Conference (DAC), 1, Virtual, Jul. 2020
  16. Tung-Wei Lin, Wei-Chen Tai, Yu-Cheng Lin and Iris Hui-Ru Jiang, “Routing topology and time-division multiplexing co-optimization for multi-FPGA systems,” ACM/IEEE Design Automation Conference (DAC), 1, Virtual, Jul. 2020
  17. Sheng-Jung Yu, Chen-Chien Kao, Chia-Han Huang, and Iris Hui-Ru Jiang, “Equivalent capacitance guided dummy fill insertion for timing and manufacturability,” ACM/IEEE Asia South Pacific Design Automation Conference (ASP-DAC), 133, Beijing, Jan. 2020
  18. Yi-Ting Lin and Iris Hui-Ru Jiang, “Novel guiding template and mask assignment for DSA-MP hybrid lithography using multiple BCP materials,” 56th ACM/IEEE Design Automation Conference (DAC-2019), Las Vegas, Jun. 2019
  19. Iris Hui-Ru Jiang and Hua-Yu Chang, “Multiple patterning layout decomposition considering complex coloring rules and density balancing,” published in early access, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 36, no. 12, 2080, Dec. 2017