姓名：喻文健

职称：教授

电话：62773440

邮箱：yu-wj@tsinghua.edu.cn

URL:http://numbda.cs.tsinghua.edu.cn/

教育背景

工学学士 (计算机科学与技术), 清华大学, 中国, 1999

工学博士 (计算机软件与理论), 清华大学, 中国, 2003

社会兼职

IEEE Trans. Computer-Aided Design (TCAD): 编委 (associate editor)

Integration, the VLSI Journal: 编委 (associate editor)

IEEE CEDA Beijing Chapter: 主席（chair）

中国计算机学会集成电路设计专委会：副主任

研究领域

电子设计自动化(EDA)算法与软件

机器学习与大数据分析算法

数值计算及其应用

奖励与荣誉

2025年亚太地区设计自动化国际会议(ASPDAC)最佳论文奖

2025年IEEE Fellow

2024年中国计算机学会科技成果奖技术发明二等奖 (排名第1)

2022年中国计算机学会科技成果奖自然科学二等奖 (排名第1)

2019年人工智能工具国际会议(ICTAI)最佳学生论文奖

2017年应用计算电磁学协会国际会议(ACES)最佳学生论文奖

2016年欧洲设计自动化与测试会议(DATE)最佳论文奖

2010年计算机辅助设计与图形学学术会议(CAD/CG)最佳学生论文奖

2006年教育部自然科学二等奖 (排名第6)

2005年全国百篇优秀博士论文提名

学术专著与教材

[1] Wenjian Yu and Michael Mascagni, Monte Carlo Methods for Partial Differential Equations With Applications to Electronic Design Automation, Springer, Singapore, 2023, ISBN: 978-981-19-3250-2.

[2] Wenjian Yu and Xiren Wang, Advanced Field-Solver Techniques for RC Extraction of Integrated Circuits, Springer (jointly with TUP), Apr. 2014, ISBN: 978-3-642-54297-8.

[3] 喻文健、冯欣、李昕 编著，《大数据计算方法》，高等教育出版社，2024年。ISBN: 978-7-04-061591-3（工信部十四五规划教材）

[4] 喻文健 编著，《数值分析与算法(第3版)》，清华大学出版社，2020年。ISBN: 978-7-302-54461-6.（清华大学优秀教材特等奖）

[5] 喻文健，马昱春 等译，《面向计算科学与工程的Matlab编程》，清华大学出版社，2012年。原著：Charles F. Van Loan, K.-Y. Daisy Fan, Insight Through Computing: A MATLAB Introduction to Computational Science and Engineering, SIAM Press, 2010

[6] 喻文健, 徐宁 译.《超大规模集成电路互连分析与综合》, 清华大学出版社, 2008年. 原著: C.-K. Cheng, J. Lillis, S. Lin, N. Chang, Interconnect Analysis and Synthesis, John-Wiley, 2000

[7] 喻文健等 译.《Matlab数值计算》, 机械工业出版社, 2006年. 原著: Cleve B. Moler, Numerical Computing with MATLAB, SIAM Press, 2004

代表性学术论文

[1] Zhenyi Gao, Sheqin Dong, Zhicong Tang, and Wenjian Yu, “MCMCF-Router: Multi-capacity ordered escape routing algorithms for grid/staggered pin array,” ACM Transactions on Design Automation of Electronic Systems, 29(6): art. no. 103 (23 pages), Nov. 2024

[2] Zhiqiang Liu and Wenjian Yu, “Randomized Cholesky factorization with threshold based multisampling for power grid simulation,” IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 43(9): 2687-2691, 2024.

[3] Xu Feng, Wenjian Yu, and Yuyang Xie, “svds-C: A multi-thread C code for computing truncated singular value decomposition,” SoftwareX, 27: art. no. 101781 (8 pages), Sep. 2024.

[4] Xu Feng, Wenjian Yu, Yuyang Xie, and Jie Tang, “Algorithm 1043: Faster randomized SVD with dynamic shifts,” ACM Transactions on Mathematical Software, 50(2), art. no. 14 (27 pages), Jun. 2024.

[5] Jiechen Huang, Ming Yang, and Wenjian Yu, “The floating random walk method with symmetric multiple-shooting walks for capacitance extraction,” IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 43(7): 2098-2111, 2024.

[6] Yuyang Xie, Yuxiao Dong, Jiezhong Qiu, Wenjian Yu, Xu Feng, Jie Tang, “SketchNE: Embedding billion-scale networks accurately in one hour,” IEEE Trans. Knowledge and Data Engineering, 35(10): 10666-10680, 2023

[7] Zhiqiang Liu and Wenjian Yu, “pGRASS-Solver: A graph spectral sparsification based parallel iterative solver for large-scale power grid analysis,” IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 42(9): 3031-3044, 2023

[8] Dingcheng Yang, Haoyuan Li, Wenjian Yu, Yuanbo Guo, and Wenjie Liang, “CNN-Cap: Effective convolutional neural network based capacitance models for interconnect capacitance extraction,” ACM Transactions on Design Automation of Electronic Systems, 28(4): art. no. 56 (22 pages), Jul. 2023.

[9] Guoqiang Wang, Wenjian Yu, Xiubo Liang, Yuanqing Wu, and Bo Yu, "An iterative reduction FISTA algorithm for large-scale LASSO," SIAM Journal on Scientific Computing, 44(4): A1989-A2017, 2022.

[10] Ming Yang, Wenjian Yu, Mingye Song, and Ning Xu, "Volume reduction and fast generation of the pre-characterization data for floating random walk based capacitance extraction," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 41(5): 1467-1480, 2022

[11] Lingjie Li, Wenjian Yu, and Kim Batselier, "Faster tensor train decomposition for sparse data," Journal of Computational and Applied Mathematics, Vol. 405, art. no. 113972 (18 pages), May 2022

[12] Dingcheng Yang, Wenjian Yu, Xiangyun Ding, Ao Zhou, and Xiaoyi Wang, "DP-Nets: Dynamic programming assisted quantization schemes for DNN compression and acceleration," Integration, the VLSI Journal, 82: 147-154, 2022

[13] Cong Chen, Kim Batselier, Wenjian Yu and Ngai Wong, "Kernelized support tensor train machines," Pattern Recognition, Vol. 122, art. no. 108337 (11 pages), Feb. 2022

[14] Lingjie Li and Wenjian Yu, "Efficient and accuracy-ensured waveform compression for transient circuit simulation," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 40(7): 1437-1449, 2021.

[15] Ming Yang and Wenjian Yu, "Floating random walk capacitance solver tackling conformal dielectric with on-the-fly sampling on eight-octant transition cubes," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 39(12): 4935-4943, 2020

[16] Ching-Yun Ko, Kim Batselier, Luca Daniel, Wenjian Yu, and Ngai Wong, "Fast and accurate tensor completion with total variation regularized tensor trains," IEEE Trans. Image Processing, 29: 6918-6931, 2020

[17] Ming Yang and Wenjian Yu, "Reliable macromodel generation for the capacitance extraction based on macromodel-aware random walk algorithm," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 39(4): 946-951, 2020

[18] Bolong Zhang, Wenjian Yu, and Michael Mascagni, "Revisiting Kac's method: A Monte Carlo algorithm for solving the telegrapher's equations," Mathematics and Computers in Simulation, 156: 178-193, 2019

[19] Wenjian Yu, Yu Gu and Yaohang Li, "Efficient randomized algorithms for the fixed-precision low-rank matrix approximation," SIAM Journal on Matrix Analysis and Applications, 39(3): 1339-1359, 2018

[20] Kim Batselier, Wenjian Yu, Luca Daniel and Ngai Wong, "Computing low-rank approximations of large-scale matrices with the tensor network randomized SVD," SIAM Journal on Matrix Analysis and Applications, 39(3): 1221-1244, Aug. 2018.

[21] Wenjian Yu, Zhezhao Xu, Bo Li and Cheng Zhuo, "Floating random walk based capacitance simulation considering general floating metals," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 37(8): 1711-1715, 2018

[22] Khalid Al-jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, II, Jinjun Xiong and Yiyu Shi, "Demand-side management of domestic electric water heaters using approximate dynamic programming," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 36(5): 775-788, 2017

[23] Zhezhao Xu, Chao Zhang, and Wenjian Yu, "Floating random walk based capacitance extraction for general non-Manhattan conductor structures," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 36(1): 120-133, 2017

[24] Hao Zhuang, Wenjian Yu, Shih-Hung Weng, Ilgweon Kang, Jeng-Hau Lin, Xiang Zhang, Ryan Coutts and Chung-Kuan Cheng, "Simulation algorithms with exponential integration for time-domain analysis of large-scale power delivery networks," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 35(10): 1681-1694, 2016

[25] Chao Zhang, Wenjian Yu, Qing Wang, and Yiyu Shi, "Fast random walk based capacitance extraction for the 3-D IC structures with cylindrical inter-tier-vias," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 34(12): 1977-1990, 2015

[26] Y. Wang, T. T. Yang, J. C. Lao, R. J. Zhang, Y. Y. Zhang, M. Zhu, X. Li, X. B. Zang, K. L. Wang, Wenjian Yu, H. Jin, L. Wang, H. W. Zhu, "Ultra-sensitive graphene strain sensor for sound signal acquisition and recognition," Nano Research, 8(5): 1627-1636, 2015.

[27] Xue-Xin Liu, Kuangya Zhai, Zao Liu, Kai He, Sheldon X.-D. Tan, and Wenjian Yu, "Parallel thermal analysis of 3D integrated circuits with liquid cooling on CPU-GPU platforms," IEEE Trans. Very Large Scale Integration Systems, 23(3): 575-579, 2015

[28] Wenjian Yu, Tao Zhang, Xiaolong Yuan, and Haifeng Qian, "Fast 3-D thermal simulation for integrated circuits with domain decomposition method," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 32(12): 2014-2018, 2013

[29] Wenjian Yu, Kuangya Zhai, Hao Zhuang, Junqing Chen, "Accelerated floating random walk algorithm for the electrostatic computation with 3-D rectilinear-shaped conductors," Simulation Modelling Practice and Theory, 34(5): 20-36, 2013

[30] Wenjian Yu, Hao Zhuang, Chao Zhang, Gang Hu, and Zhi Liu, "RWCap: A floating random walk solver for 3-D capacitance extraction of VLSI interconnects," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 32(3): 353-366, 2013

[31] Xiao Li, Rujing Zhang, Wenjian Yu, Kunlin Wang, Jinquan Wei, Dehai Wu, Anyuan Cao, Zhihong Li, Yao Cheng, Quanshui Zheng, Rodney S. Ruoff, Hongwei Zhu, "Stretchable and highly sensitive graphene-on-polymer strain sensors," Scientific Reports, 2012, 2: art.-no: 870

[32] Wenjian Yu, Qingqing Zhang, Zuochang Ye, Zuying Luo, "Efficient statistical capacitance extraction of nanometer interconnects considering the on-chip line edge roughness," Microelectronics Reliability, 2012, 52(4): 704-710

[33] Ling Zhang, Wenjian Yu, Yulei Zhang, et al., "Analysis and optimization of low power passive equalizers for CPU-memory links," IEEE Trans. Components, Packaging and Manufacturing Technology, Vol. 1, No. 9 pp.1406-1420, Sep. 2011

[34] Wanping Zhang, Wenjian Yu, Xiang Hu, Ling Zhang, Rui Shi, He Peng, Zhi Zhu, Lew Chua-Eoan, Rajeev Murgai, Toshiyuki Shibuya, Nuriyoki Ito, and Chung-Kuan Cheng, "Efficient power network analysis considering multidomain clock gating," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 28(9): 1348-1358, 2009

[35] Wenjian Yu, Rui Shi, and Chung-Kuan Cheng, "Accurate eye diagram prediction based on step response and its application to low-power equalizer design," IEICE Trans. on Electronics, Vol. E92-C, No. 4 pp.444-452, Apr. 2009

[36] Wenjian Yu, Xiren Wang, Zuochang Ye, and Zeyi Wang, "Efficient extraction of frequency-dependent substrate parasitics using direct boundary element method," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 2008, 27(8): 1508-1513

[37] Wenjian Yu, Changhao Yan, and Zeyi Wang, "Fast multi-frequency extraction of 3-D impedance based on boundary element method," Microwave and Optical Technology Letters, 2008, 50(8): 2191-2197

[38] Wenjian Yu, Changhao Yan, and Zeyi Wang, "A mixed surface integral formulation for frequency-dependent inductance calculation of 3D interconnects," Engineering Analysis with Boundary Elements, 2007, 31(10): 812-818

[39] Xiren Wang, Wenjian Yu, and Zeyi Wang, "Efficient direct boundary element method for resistance extraction of substrate with arbitrary doping profile," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., 2006, 25(12): 3035-3042

[40] Zuochang Ye, Wenjian Yu, and Zhiping Yu, "Efficient 3D capacitance extraction considering lossy substrate with multi-layered Green's function," IEEE Trans. Microwave Theory Tech., Vol. 54, No. 5, pp. 2128-2137, May 2006

[41] Wenjian Yu, Mengsheng Zhang and Zeyi Wang, "Efficient 3-D extraction of interconnect capacitance considering floating metal-fills with boundary element method," IEEE Trans. Comput.-Aided Design Integr. Circuits Syst., Vol. 25, No. 1, pp. 12-18, Jan. 2006.

[42] Wenjian Yu, Zeyi Wang, "Enhanced QMM-BEM solver for 3-D multiple-dielectric capacitance extraction within finite domain," IEEE Trans. Microwave Theory Tech., 2004, 52(2): 560-566.

[43] Taotao Lu, Zeyi Wang and Wenjian Yu, "Hierarchical block boundary-element method (HBBEM): a fast field solver for 3-D capacitance extraction," IEEE Trans. Microwave ，Theory Tech., 2004, 52(1): 10-19

[44] Wenjian Yu, Zeyi Wang and Jiangchun Gu, “Fast capacitance extraction of actual 3-D VLSI interconnects using quasi-multiple medium accelerated BEM,” IEEE Trans. Microwave Theory Tech., 2003, 51(1): 109-120

[45] Shengbo Tong, Chunyan Pei, and Wenjian Yu, "BlasPart: A deterministic parallel partitioner for balanced large-scale hypergraph partitioning," in Proc. Design Automation Conference (DAC), San Francisco, USA, Jun. 2025.

[46] Shan Shen, Yibin Zhang, Hector R. Rodriguez, and Wenjian Yu, "Few-shot learning on AMS circuits and its application to parasitic capacitance prediction," in Proc. Design Automation Conference (DAC), San Francisco, USA, Jun. 2025.

[47] Baiyu Chen, Jiawen Cheng, and Wenjian Yu, "A practical randomized GMRES algorithm for solving linear equation system in circuit simulation," in Proc. Asia South Pacific Design Automation Conference (ASPDAC), Tokyo, Japan, Jan. 2025, 183-189. (Best Paper Award)

[48] Shengbo Tong, Haoyuan Li, Jiahao Xu, Chunyan Pei, Wenjian Yu, Shengjun Liu and Jian Shen, "EasyPart: An effective and comprehensive hypergraph partitioner for FPGA-based emulation," in Proc. International Conference on Computer-Aided Design (ICCAD), Newark, NJ, USA, Oct. 2024

[49] Zhiqiang Liu and Wenjian Yu, "PowerRChol: Efficient power grid analysis based on fast randomized Cholesky factorization," in Proc. Design Automation Conference (DAC), San Francisco, USA, Jun. 2024

[50] Jiechen Huang and Wenjian Yu, "Enhancing 3-D random walk capacitance solver with analytic surface Green’s functions of transition cubes," in Proc. Design Automation Conference (DAC), San Francisco, USA, Jun. 2024

[51] Dingcheng Yang, Zihao Xiao, and Wenjian Yu, "Boosting the adversarial transferability of surrogate models with dark knowledge," in Proc. the 35th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Atlanta, USA, Nov. 2023, pp. 626-634.

[52] Zhiqiang Liu and Wenjian Yu, "Accuracy-preserving reduction of sparsified reduced power grids with a multilevel node aggregation scheme," in Proc. International Conference on Computer-Aided Design (ICCAD), San Francisco, USA, Oct. 2023

[53] Xu Feng and Wenjian Yu, "A fast adaptive randomized PCA algorithm," in Proc. the 32nd International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, Aug. 2023, pp. 3695-3704

[54] Lingjie Li, Wenjian Yu, Genhua Guo, Zhenya Zhou, "More efficient accuracy-ensured waveform compression for circuit simulation supporting asynchronous waveforms," in Proc. ACM Great Lake Symposium of VLSI (GLSVLSI), Knoxville, USA, Jun. 2023, pp. 305-311. [pdf] (Best Paper Award Nomination)

[55] Zhiqiang Liu and Wenjian Yu, "Computing effective resistances on large graphs based on approximate inverse of Cholesky factor," in Proc. Design, Automation & Test in Europe Conference (DATE), Antwerp, Belgium, Apr. 2023. (Best Paper Award Nomination)

[56] Xu Feng, Wenjian Yu, and Yuyang Xie, "Pass-efficient randomized SVD with boosted accuracy," in Proc. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Grenoble, France, Sep. 2022, pp. 3-20

[57] Zhiqiang Liu and Wenjian Yu, "Pursuing more effective graph spectral sparsifiers via approximate trace reduction," in Proc. Design Automation Conference (DAC), San Francisco, USA, Jul. 2022, pp. 613-618

[58] Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, and Xueqi Cheng, "AugSplicing: Synchronized behavior detection in streaming tensors," in Proc. the AAAI Conference on Artificial Intelligence (AAAI) , Feb. 2021, 35(5), 4653-4661

[59] Wenjian Yu, Mingye Song, and Ming Yang, "Advancements and challenges on parasitic extraction for advanced process technologies," in Proc. Asia South Pacific Design Automation Conference (ASPDAC), Jan. 2021, pp. 841-846. (invited paper)

[60] Mingye Song, Ming Yang, and Wenjian Yu, "Floating random walk based capacitance solver for VLSI structures with non-stratified dielectrics," in Proc. Design, Automation & Test in Europe Conference (DATE), Grenoble, France, Mar. 2020, pp. 1133-1138. (Best Paper Award Nomination)

[61] Ganqu Cui, Wenjian Yu, Xin Li, Zhiyu Zeng, and Ben Gu, "Machine-learning-driven matrix ordering for power grid analysis," in Proc. Design, Automation & Test in Europe Conference (DATE), Florence, Italy, Mar. 2019, pp. 978-981

[62] Wenjian Yu, Yu Gu, Jian Li, Shenghua Liu, and Yaohang Li, "Single-pass PCA of large high-dimensional data," in Proc. the 26th International Joint Conference on Artificial Intelligence (IJCAI-17), Melbourne, Australia, Aug. 2017, pp. 3350-3356

[63] Wenjian Yu, Bolong Zhang, Chao Zhang, Haiquan Wang, and Luca Daniel, "Utilizing macromodels in floating random walk based capacitance extraction," in Proc. Design, Automation & Test in Europe Conference (DATE), Dresden, Germany, Mar. 2016, pp. 1225-1230. (Best Paper Award)

[64] Hao Zhuang, Wenjian Yu, Ilgweon Kang, Xinan Wang, Chung-Kuan Cheng, "An algorithmic framework for efficient large-scale circuit simulation using exponential integrators," in Proc. Design Automation Conference (DAC), San Francisco, CA, USA, Jun. 2015.

[65] Kuangya Zhai, Wenjian Yu, Hao Zhuang, "GPU-Friendly floating random walk algorithm for capacitance extraction of VLSI interconnects," in Proc. Design, Automation & Test in Europe Conference (DATE), Grenoble, France, Mar. 2013, pp. 1661-1666

[66] Wenjian Yu, Chao Hu, and Wangyang Zhang, “Variational capacitance extraction of on-chip interconnects based on continuous surface model,” in Proc. Design Automation Conference (DAC), San Francisco, CA, USA, July. 2009, pp. 758-763

[67] Rui Shi, Wenjian Yu, Yi Zhu, Chung-Kuan Cheng, and Ernest S. Kuh, “Efficient and accurate eye diagram prediction for high speed signaling,” in Proc. International Conference on Computer-Aided Design (ICCAD), San Jose, CA, USA, Nov. 2008, pp. 655-661

[68] Ling Zhang, Wenjian Yu, Haikun Zhu, A. Deutsch, G. A. Katopis, D. M. Dreps, E. Kuh, and C.-K. Cheng, “Low power passive equalizer optimization using tritonic step response,” in Proc. Design Automation Conference (DAC), Anaheim, CA, USA, Jun. 2008, pp. 570-573.

[69] Xiren Wang, Wenjian Yu, Zeyi Wang, “A new boundary element method for multiple-frequency parameter extraction of lossy substrates,” in Proc. IEEE ASP-DAC 2007, Yokohama, Japan, Jan. 2007, pp. 62-67. (best paper candidate)

[70] Changhao Yan, Wenjian Yu, and Zeyi Wang, “A mixed boundary element method for extracting frequency-dependent inductances of 3D interconnects,” in Proc. 7th International Symposium on Quality Electronic Design (ISQED), San Jose, CA, USA, Mar. 2006, pp. 709-714. (best paper candidate)

[71] Wenjian Yu and Zeyi Wang, “An efficient quasi-multiple medium algorithm for the capacitance extraction of actual 3-D VLSI interconnects,” in Proc. IEEE ASP-DAC 2001, Yokohama, Japan, Jan. 2001, pp. 366-371. (best paper candidate)