Publications

Dissertation

  • Chenjie Gu, Model Order Reduction of Nonlinear Dynamical Systems, University of California, Berkeley, 2011. [pdf] [bibtex]

Journal papers

  • Leibin Ni , Sai Manoj P. D., Yang Song, Chenjie Gu and Hao Yu, A Zonotoped Macromodeling for Eye-diagram Verification of High-speed I/O Links with Jitter and Parameter Variations, IEEE Transactions on Computer-Aided Design, 2015.

  • Chenjie Gu, Manzil Zaheer, Xin Li, Multiple-Population Moment Estimation: Exploiting Inter-Population Correlation for Efficient Moment Estimation in Analog/Mixed-Signal Validation, IEEE Transactions on Computer-Aided Design, 2014. [pdf] [bibtex]

  • Chenjie Gu, QLMOR: A Projection-Based Nonlinear Model Order Reduction Approach using Quadratic-Linear Representation of Nonlinear Systems, IEEE Transactions on Computer-Aided Design, 2011. [pdf] [bibtex]

Conference papers

  • Manzil Zaheer, Xin Li, Chenjie Gu, mTunes: Efficient Post-Silicon Tuning of Mixed-Signal/RF Integrated Circuits based on Markov Decision Process, IEEE/ACM Design Automation Conference, 2015.

  • Seyed Nematollah Ahmadyan, Shobha Vasudevan, Eli Chiprout, Chenjie Gu, Suriyaprakash Natarajan, Fast Eye Diagram Analysis for High-Speed CMOS Circuits, IEEE/ACM Design, Automation and Test in Europe Conference, 2015.

  • Chenlei Fang, Qicheng Huang, Fan Yang, Xuan Zeng, Xin Li, Chenjie Gu, Efficient Bit Error Rate Estimation for High-Speed Link by Bayesian Model Fusion, IEEE/ACM Design, Automation and Test in Europe Conference, 2015.

  • Shuqi Zhang, Ngai Wong, Chenjie Gu, Benchmarks for Analog/Mixed-Signal Macromodeling Research, International Workshop on Design Automation for Analog and Mixed-Signal Circuits, 2014.

  • Manzil Zaheer, Xin Li, Chenjie Gu, MPME-DP: Multi-Population Moment Estimation via Dirichlet Process for Efficient Validation of Analog/Mixed-Signal Circuits, IEEE/ACM International Conference on Computer-Aided Design, Nov 2014.

  • Sai Manoj P. D., Leibin Ni, Hao Yu, Chenjie Gu, Zhuo Cheng, A Zonotoped Macromodeling for Reachability Verification of Eye-diagram in High-speed I/O Links with Jitter, IEEE/ACM International Conference on Computer-Aided Design, Nov 2014.

  • Sangho Youn, Chenjie Gu, Jaeha Kim, Probabilistic Bug Localization via Statistical Inference Based on Partially Observed Data, IEEE/ACM Design Automation Conference, June 2014. [pdf] [bibtex]

  • (Invited) Xin Li, Fa Wang, Shupeng Sun, Chenjie Gu, Bayesian Model Fusion: A Statistical Framework for Efficient Pre-Silicon Validation and Post-Silicon Tuning of Complex Analog and Mixed-Signal Circuits, IEEE/ACM International Conference on Computer-Aided Design, Nov 2013. [pdf] [bibtex]

  • (Invited) Chenjie Gu, Algorithmic Nonlinear Macromodeling: Challenges, Solutions and Applications in Analog and Mixed-Signal Circuits, IEEE Custom Integrated Circuits Conference, Sep 2013. [pdf] [bibtex]

  • Shupeng Sun, Xin Li, Chenjie Gu, Structure-Aware High-Dimensional Performance Modeling for Analog and Mixed-Signal Circuits, IEEE Custom Integrated Circuits Conference, Sep 2013. [pdf] [bibtex]

  • Chenjie Gu, Eli Chiprout, Xin Li, Efficient Moment Estimation with Extremely Small Sample Size via Bayesian Inference for Analog/Mixed-Signal Validation, Proc. DAC, June 2013. [pdf] [bibtex]

  • Fa Wang, Wangyang Zhang, Shupeng Sun, Xin Li, Chenjie Gu, Bayesian Model Fusion: Large-Scale Performance Modeling of Analog and Mixed-Signal Circuits by Reusing Early-Stage Data, IEEE/ACM Design Automation Conference, June 2013. [pdf] [bibtex]

  • (Invited) Chenjie Gu, Challenges in Post-Silicon Validation of High-Speed I/O Links, IEEE/ACM International Conference on Computer-Aided Design, Nov 2012. [pdf] [bibtex]

  • Xin Li, Wangyang Zhang, Fa Wang, Shupeng Sun, Chenjie Gu, Efficient Parametric Yield Estimation of Analog/Mixed-Signal Circuits via Bayesian Model Fusion, IEEE/ACM International Conference on Computer-Aided Design, Nov 2012. [pdf] [bibtex]

  • Karthik Aadithya, Yingyan Lin, Chenjie Gu, Aolin Xu Jaijeet Roychowdhury, Naresh Shanbhag, A Fully Automated Technique for Constructing FSM Abstractions of Non-Ideal Latches in Communication Systems, International Conference on Acoustics, Speech, and Signal Processing, Mar 2012. [pdf] [bibtex]

  • Chenjie Gu and Jaijeet Roychowdhury, FSM Model Abstraction for Analog/Mixed-Signal Circuits by Learning from I/O Trajectories, IEEE/ACM Asia South-Pacific Design Automation Conference, Jan 2011. [pdf] [slides] [bibtex]

  • Chenjie Gu and Jaijeet Roychowdhury, Generalized Nonlinear Timing/Phase Macromodeling: Theory, Numerical Methods and Applications, IEEE/ACM International Conference on Computer-Aided Design, Nov 2010. [pdf] [slides] [bibtex]

  • Alper Demir, Chenjie Gu and Jaijeet Roychowdhury, Phase Equations for Quasi-Periodic Oscillators, IEEE/ACM International Conference on Computer-Aided Design, Nov 2010. [pdf] [slides] [bibtex]

  • Chenjie Gu and Jaijeet Roychowdhury, Manifold Construction and Parameterization for Nonlinear Manifold Based Model Reduction, IEEE/ACM Asia South-Pacific Design Automation Conference, Jan 2010. [pdf] [slides] [bibtex]

  • Chenjie Gu, QLMOR: A New Projection Based Approach for Nonlinear Model Order Reduction, IEEE/ACM International Conference on Computer-Aided Design, Nov 2009. [pdf] [slides] [bibtex]

  • Chenjie Gu and Jaijeet Roychowdhury, Model Reduction via Projection onto Nonlinear Manifolds, Manifolds, with Applications to Analog Circuits and Bio-Chemical Systems, IEEE/ACM International Conference on Computer-Aided Design, Nov 2008. [pdf] [slides] [bibtex]

  • Chenjie Gu and Jaijeet Roychowdhury, An Efficient, Fully Nonlinear, Variability Aware non-Monte-Carlo Yield Estimation Procedure with Applications to SRAM cells and Ring Oscillators, IEEE/ACM Asia South-Pacific Design Automation Conference, Jan 2008. [pdf] [bibtex]