个人简介：

复旦大学微电子学院教授，IEEE高级会员。主要研究方向为集成电路计算机辅助设计，包括统计数据分析及系统优化等。已在本领域的权威国际期刊和会议IEEE Trans. on CAD、IEEE Trans. on VLSI、DAC、ICCAD等上发表论文数十篇。多次承担/参与国家自然科学基金、国家十一五/十二五科技重大专项等。担任IEEE Technical Committee on Very Large Scale Integration (TCVLSI) Newsletter副主编，国际学术会议IEEE ASPDAC, DVCon China等技术委员会成员，以及国际学术期刊IEEE Trans. on CAD、IEEE Trans. on VLSI、ACM Trans. on DAES，国际会议DAC、ICCAD等审稿人。

研究方向：

• 统计数据分析

• 混合信号系统优化

• 集成电路自动化设计

• 生物芯片设计与测试

教育及学术经历：

2022年-至今复旦大学微电子学院教授

2016年-2021年复旦大学微电子学院副教授

2012年-2013年美国卡内基梅隆大学电子计算机工程系访问学者

2008年-2015年复旦大学微电子学院讲师

2007年复旦大学微电子学系博士

学术任职：

IEEE Senior Member (IEEE高级会员)

代表性论文：

1.Nanning Guo, Sihui Chen (共同一作), Jun Tao*, Yang Liu*, Jiayu Wan*, and Xin Li*, “Semi-supervised learning for explainable few-shot battery lifetime prediction,” Joule, vol. 8, iss. 6, pp. 1820-1836, 2024. (影响因子46)

2.Bo Jiao, Lei Xu, Xinyu Yu, Haitao Yang, Haozhe Zhu, Yu Wang, Jundong Zhu, Dexin Wen, Lingli Wang, Jun Tao*, Chixiao Chen*, Yinhe Han, Qi Liu, Ninghui Sun, Ming Liu, “FPIA: Communication-Aware Multi-Chiplet Integration with Field-Programmable Interconnect Fabric on Reusable Silicon Interposer,” IEEE Transactions on Circuits and Systems I: Regular Papers (IEEE TCAS-I), 2024. (Early Access)

3.Jiaming Liu, Zhijian Hao, Lingxiu Zhao, Jiazheng Lian, Jun Tao, Yibo Fan*, Quanyuan Feng, “A low valid throughput loss LDPC codec architecture with variable code rate,” IEEE Transactions on Circuits and Systems II: Express Briefs (IEEE TCAS-I), vol. 71, no. 5, pp. 2644-2648, 2024.

4.Jiaming Liu, Zihao Liu, Xuan Huang, Ruoxi Zhu, Qi Zheng, Zhijian Hao, Tao Liu, Jun Tao, Yibo Fan, “Auto-ISP: an efficient real-time automatic hyperparameter optimization framework for ISP hardware system,” DAC, 2024.

5.Nanlin Guo, Fulin Peng, Jiahe Shi, Fan Yang, Jun Tao*, Xuan Zeng*, “Yield optimization for analog circuits over multiple corners via bayesian neural networks: enhancing circuit reliability under environmental variation,” ACM Transactions on Design Automation of Electronic Systems (ACM TODAES), vol. 29, iss. 115, article no. 12, 2023.

6.Kun Wu, Nanlin Guo, Fei Li, Nengyong Zhu, Jun Tao* and Xin Li*, “Efficient statistical parameter extraction for modeling MOSFET mismatch,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 42, no. 5, pp. 1618-1622, 2023.

7.Zhengqi Gao, Fa Wang, Jun Tao*, Yangfeng Su, Xuan Zeng*, Xin Li*, “Correlated bayesian model fusion: efficient high-dimensional performance modeling of analog/RF integrated circuits over multiple corners,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 42, no. 2, pp. 360-370, 2023.

8.Jiahe Shi, Yawen Wu, Dewen Zeng, Jun Tao, Jingtong Hu, Yiyu Shi*, “Self-supervised on-device federated learning from unlabeled streams,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 42, iss. 12, pp. 4871-4882, 2023.

9.Yizhuo Wang, Jiahe Shi, Hao Xu, Shujiang Ji, Yiyun Mao, Tenghao Zou, Jun Tao, Hao Min and Na Yan*, “Analysis and Design of a Dual-Mode VCO with Inherent Mode Compensation Enabling a 7.9-14.3GHz 85fs-rms Jitter PLL,” IEEE Journal of Solid-State Circuits (JSSCC), vol. 58, issue 8, pp. 2252-2266, 2023.

10.Jun Tao, Handi Yu, Yangfeng Su, Dian Zhou, Xuan Zeng*, Xin Li*, “Correlated rare failure analysis via asymptotic probability evaluation,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 4, pp. 813-826, 2022.

11.Zhengqi Gao, Jun Tao*, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li*, “Fast statistical analysis of rare failure events with truncated normal distribution in high-dimensional variation space,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 41, no. 3, pp. 789-793, 2022.

12.Zhen Li, Su Zheng, Jide Zhang, Yao Lu, Jingbo Gao, Jun Tao, Lingli Wang, “Adaptable approximate multiplier design based on input distribution and polarity,” IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol. 30, no. 12, pp.1813-1826, 2022.

13.Zhengqi Gao, Zihao Chen, Jun Tao*, Yangfeng Su, Dian Zhou, Xuan Zeng*, “Bayesian inference on introduced general region: an efficient parametric yield estimation method for integrated circuits,” IEEE Asia and South Pacific Design Automation Conference (ASPDAC), 2021.

14.Jun Yin, Jun Han, Ruiqi Xie, Chenghao Wan, Xuyang Duan, Yitong Rong, Xiao Yang Zeng and Jun Tao, “MC-LSTM: real-time 3D human action detection system for intelligent healthcare applications,” IEEE Transactions on Biomedical Circuits and Systems, vol. 15, no. 2, pp. 259-269, 2021.

15.Fulin Peng, Handi Yu, Jun Tao*, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li*, “Efficient statistical analysis for correlated rare failure events via asymptotic probability approximation,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 39, no. 12, pp. 4971-4984, 2020.

16.Zhengqi Gao, Jun Tao*, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li*, “Efficient Rare Failure Analysis over Multiple Corners via Correlated Bayesian Inference,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 39, no. 10, pp. 2029-2041, 2020.

17.Zhengqi Gao, Jun Tao*, Dian Zhou and Xuan Zeng*, “Efficient Parametric Yield Estimation over Multiple Process Corners via Bayesian Inference based on Bernoulli Distribution,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 39, no. 10, pp. 3144-3148, 2020.

18.Xiaoxue Sun, Chenyang Kong, Yingyu Chen, Jun Tao*, Zhangwen Tang*, “A synthesizable constant tuning gain technique for wideband LC-VCO design,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 39, no. 1, pp. 14-24, 2020.

19.Jiahe Shi, Zhengqi Gao, Jun Tao*, Yangfeng Su, Dian Zhou and Xuan Zeng*, “Multi-corner parametric yield estimation via Bayesian inference on Bernoulli distribution with conjugate prior,” IEEE International Symposium on Circuits & Systems (ISCAS), 2020.

20.Yan Li, Xiaoyoung Zeng, Zhengqi Gao, Liyu Lin, Jun Tao*, Jun Han*, Xu Cheng, Mehdi Tahoori* and Xiaoyang Zeng*, “Exploring a Bayesian Optimization Framework Compatible with Digital Standard Flow for Soft-Error-Tolerant Circuit,” Design Automation Conference (DAC), 2020.

21.Jun Tao, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li*, “Graph-constrained sparse performance modeling for analog circuit optimization via SDP relaxation,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 38, no. 8, pp. 1385-1398, 2019.

22.Renjian Pan, Jun Tao*, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li*, “Analog/RF Post-silicon Tuning via Bayesian Optimization”, ACM Transactions on Design Automation of Electronic Systems (ACM TODAES), vol. 25, no. 1, Article No. 7,  2019.

23.Zhengqi Gao, Jun Tao*, Fan Yang, Yangfeng Su, Dian zhou and Xuan Zeng*, “Efficient performance trade-off modeling for analog circuit based on Bayesian neural network,” International Conference on Computer Aided Design (ICCAD), 2019.

24.Ning Luo, Di Su, Honglei Wang, Yuchen Liang, Fulin Peng, Haibo Yu, Tao Zhang, Jun Tao*, Dian Zhou, Xuan Zeng* and Walter Hu*, “Improved pH sensing performance with microarray ISFETs under pulse AC bias,” IEEE International Conference on Nanotechnology (IEEE-NANO), 2018.

25.Yang Liu, Yuchen Liang, Walter Hu*, Dian Zhou, Ran Liu, Jun Tao and Xuan Zeng, “Simulation of electronic DNA sequencing based on intrinsic molecular charges,” IEEE Transactions on Nanotechnology, vol. 16, no. 4, pp. 711-720, 2017.

26.Jun Tao, Handi Yu, Yangfeng Su, Dian Zhou*, Xuan Zeng* and Xin Li*, Correlated rare failure analysis via asymptotic probability evaluation, IEEE Design Automation Conference (DAC), 2017.

27.Changhai Liao, Jun Tao*, Handi Yu, Zhangwen Tang, Yangfeng Su, Dian Zhou, Xuan Zeng*, Xin Li, “Efficient hybrid performance modeling for analog circuits using hierarchical shrinkage priors,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 35, no. 12, pp. 2148-2152, 2016.

28.Jun Tao, Changhai Liao, Xuan Zeng* and Xin Li, “Harvesting design knowledge from internet: high-dimensional performance trade-off modeling for large-scale analog circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 35, no. 1, pp. 23-36, 2016.

29.Changhai Liao, Jun Tao*, Xuan Zeng*, Yangfeng Su, Dian Zhou and Xin Li, “Efficient spatial variation modeling of nanoscale integrated circuits via hidden Markov tree,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 35, no. 6, pp. 971-984, 2016.

30.Handi Yu, Jun Tao*, Changhai Liao, Yangfeng Su, Dian Zhou, Xuan Zeng* and Xin Li, “Efficient statistical analysis for correlated rare failure events via asymptotic probability approximation,” IEEE International Conference on Computer Aided Design (ICCAD), 2016.

31.Changhai Liao, Jun Tao*, Xuan Zeng*, Yangfeng Su, Dian Zhou and Xin Li, “Efficient spatial variation modeling via robust dictionary learning,” IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE), pp. 121-126, 2016.

32.Xiaodong Liu, Gary Yeap, Jun Tao* and Xuan Zeng*, “Integrated algorithm for 3-d ic through-silicon via assignment,” IEEE Transactions on Very Large Scale Integration Systems (IEEE TVLSI), vol. 22, no. 3, pp. 655-666, 2014.

33.Jun Tao, YingChih Wang, Minhee Jun, Xin Li, Rohit Negi, Tamal Mukherjee, and Larry Pileggi, “Toward efficient programming of reconfigurable radio frequency (RF) receivers,” IEEE Asia and South Pacific Design Automation Conference (ASPDAC), pp. 256-261, 2014.

34.Min Gong, Hai Zhou*, Li Li, Jun Tao and Xuan Zeng, “Binning Optimization for Transparently-Latched Circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), vol. 30, no. 2, pp. 270-283, 2011.