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Publications

Thesis

  1. H. Liu, “Analytical and numerical procedures for fast periodic steady-state and transient analyses of nonlinear circuits,” Ph.D. dissertation, the University of Hong Kong, Aug. 2014.

Journal papers

  1. Z. Zhang, K. Batselier, H. Liu, L. Daniel and N. Wong, “Tensor Computation: A New Framework for High-Dimensional Problems in EDA,” arXiv:1610.04272, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol 36, no. 4, pp 521-536, Apr 2017. Invited Keynote Paper

  2. K. Batselier, H. Liu and N. Wong, “A constructive algorithm for decomposing a tensor into a finite sum of orthonormal rank-1 terms,” arXiv:1407.1593, SIAM Journal on Matrix Analysis and Applications, vol. 36, no. 3, pp. 1315-1337, Sep 2015.

  3. H. Liu, L. Daniel and N. Wong, “Model reduction and simulation of nonlinear circuits via tensor decomposition,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 34, no. 7, pp. 1059-1069, Jul 2015.

  4. S. Zhang, H. Liu, K. Batselier and N. Wong, “Limit cycle identification in nonlinear polynomial systems,” Appl. Maths., Vol. 4 No. 9A, pp. 19-26, 2013.

  5. H. Liu and N. Wong, “Autonomous Volterra algorithm for steady-state analysis of nonlinear circuits,” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 32, no. 6, pp. 858-868, Jun 2013.

Conference papers

  1. Z. Chen, K. Batselier, H. Liu and N. Wong, “An Efficient Homotopy-Based Poincare-Lindstedt Method for the Periodic Steady-State Analysis of Nonlinear Autonomous Oscillators,” in Proc. Asia and South Pacific Design Automation Conference (ASPDAC), pp. 283-288, Jan 2017.

  2. K. Batselier, Z. Chen, H. Liu and N. Wong, “A Tensor-Based Volterra Series Black-Box Nonlinear System Identification And Simulation Framework,” in Proc. Intl. Conf. on Computer-Aided Design (ICCAD), pp. 1-7, Nov 2016.

  3. J. Deng, H. Liu, K. Batselier, Y. K. Kwok and N. Wong, “STORM: A nonlinear model order reduction method via symmetric tensor decompsition,” in Proc. Asia and South Pacific Design Automation Conference (ASPDAC), pp. 557-562, Jan 2016.

  4. H. Liu, X. Xiong, K. Batselier, L. Jiang, L. Daniel and N. Wong, “STAVES: Speedy tensor-aided Volterra-based electronic simulator,” in Proc. Intl. Conf. on Computer-Aided Design (ICCAD), pp. 583-588, Nov 2015.

  5. H. Liu, K. Batselier and N. Wong, “A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators,” in Proc. Intl. Conf. on Computer-Aided Design (ICCAD), pp. 611-617, Nov 2014.

  6. Y. Zhang, H. Liu, Q. Wang, N. H. W. Fong and N. Wong, “Fast nonlinear model order reduction via associated transforms of high-order Volterra transfer functions,” in Proc. Design Automation Conference (DAC), pp. 289-294, Jun 2012.

  7. Y. Wang, H. Liu, G. K. H. Pang and N. Wong, “An operational matrix-based algorithm for simulating linear and fractional differential circuits,” in Proc. Design, Automation and Test in Europe (DATE), pp. 1463-1466, Mar 2012.

  8. T. Wang, H. Liu, Y. Wang and N. Wong, “Weakly nonlinear circuit analysis based on fast multidimensional inverse Laplace transform,” in Proc. Asia and South Pacific Design Automation Conference (ASPDAC), pp. 547-552, Jan 2012.

  9. H. Liu, F. Shi, Y. Wang and N. Wong, “Frequency-domain transient analysis of multitime partial differential equation systems,” in Proc. Very Large Scale Integration (VLSI-SoC), pp. 160-163, Oct 2011.