Ngai Wong
Orcid: 0000-0002-3026-0108
According to our database1,
Ngai Wong
authored at least 185 papers
between 2001 and 2024.
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Bibliography
2024
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations.
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Overcoming Beam Squint in mmWave MIMO Channel Estimation: A Bayesian Multi-Band Sparsity Approach.
IEEE Trans. Signal Process., 2024
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models.
CoRR, 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models.
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Analytical Post-Voiding Modeling and Efficient Characterization of EM Failure Effects Under Time-Dependent Current Stressing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023
Tensor train factorization under noisy and incomplete data with automatic rank estimation.
Pattern Recognit., September, 2023
Multilayer Perceptron-Based Stress Evolution Analysis Under DC Current Stressing for Multisegment Wires.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs.
CoRR, 2023
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference.
CoRR, 2023
MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources.
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
Proceedings of the 15th IEEE International Conference on ASIC, 2023
Proceedings of the 15th IEEE International Conference on ASIC, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Space-Time Neural Network for Analysis of Stress Evolution Under DC Current Stressing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Multilayer Perceptron Based Stress Evolution Analysis under DC Current Stressing for Multi-segment Wires.
CoRR, 2022
CoRR, 2022
IEEE Access, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving.
ACM Trans. Intell. Syst. Technol., 2021
FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation.
CoRR, 2021
S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Probabilistic Tensor Train Decomposition with Automatic Rank Determination from Noisy Data.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference.
Proceedings of the IEEE International Conference on Data Mining, 2021
A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing.
Proceedings of the 14th IEEE International Conference on ASIC, 2021
2020
Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains.
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Image Process., 2020
DEEPEYE: A Deeply Tensor-Compressed Neural Network for Video Comprehension on Terminal Devices.
ACM Trans. Embed. Comput. Syst., 2020
CoRR, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 38th IEEE International Conference on Computer Design, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
A Portable Hong Kong Sign Language Translation Platform with Deep Learning and Jetson Nano.
Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
DEEPEYE: A Deeply Tensor-Compressed Neural Network Hardware Accelerator: Invited Paper.
Proceedings of the International Conference on Computer-Aided Design, 2019
Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
A Low-Power High-Throughput In-Memory CMOS-ReRAM Accelerator for Large-Scale Deep Residual Neural Networks.
Proceedings of the 13th IEEE International Conference on ASIC, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD.
SIAM J. Matrix Anal. Appl., 2018
Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach.
CoRR, 2018
Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification.
Autom., 2018
Autom., 2018
2017
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
Numer. Linear Algebra Appl., 2017
Inverse multivariate polynomial root-finding: Numerical implementations of the affine and projective Buchberger-Möller algorithm.
J. Comput. Appl. Math., 2017
Autom., 2017
A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification.
Autom., 2017
An efficient homotopy-based Poincaré-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017
Tensor-network-based predistorter design for multiple-input multiple-output nonlinear systems.
Proceedings of the 12th IEEE International Conference on ASIC, 2017
2016
J. Comput. Appl. Math., 2016
Int. J. Circuit Theory Appl., 2016
A fast time-domain EM-TCAD coupled simulation framework via matrix exponential with stiffness reduction.
Int. J. Circuit Theory Appl., 2016
CoRR, 2016
Autom., 2016
A tensor-based volterra series black-box nonlinear system identification and simulation framework.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
2015
ACM Trans. Design Autom. Electr. Syst., 2015
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms.
SIAM J. Matrix Anal. Appl., 2015
An approximate framework for quantum transport calculation with model order reduction.
J. Comput. Phys., 2015
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015
An adaptive dynamical low-rank tensor approximation scheme for fast circuit simulation.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015
2014
Int. J. Circuit Theory Appl., 2014
Direct finite-element-based solver for 3D-IC thermal analysis via H-matrix representation.
Proceedings of the Fifteenth International Symposium on Quality Electronic Design, 2014
A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
Efficient matrix exponential method based on extended Krylov subspace for transient simulation of large-scale linear circuits.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
2013
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013
A Numerically Efficient Formulation for Time-Domain Electromagnetic-Semiconductor Cosimulation for Fast-Transient Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013
Int. J. Circuit Theory Appl., 2013
Circuits Syst. Signal Process., 2013
Iterative solution to linear matrix inequality arising from time delay descriptor systems.
Appl. Math. Comput., 2013
Automatic adaptive multi-point moment matching for descriptor system model order reduction.
Proceedings of the 2013 International Symposium on VLSI Design, Automation, and Test, 2013
Low-cost global MPPT scheme for Photovoltaic systems under partially shaded conditions.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Integration of a wireless sensor network project for introductory circuits and systems teaching.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Piecewise-polynomial associated transform macromodeling algorithm for fast nonlinear circuit simulation.
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013
Fast transistor-level circuit simulation and variational analysis via the ultra-compact virtual source model.
Proceedings of the IEEE 10th International Conference on ASIC, 2013
2012
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012
Corrigendum to "A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints".
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012
A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012
Globally stable, highly parallelizable fast transient circuit simulation via faber series.
Proceedings of the 10th IEEE International NEWCAS Conference, 2012
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Circuit simulation via matrix exponential method for stiffness handling and parallel processing.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Operation scheduling and architecture co-synthesis for energy-efficient dataflow computations on FPGAs (abstract only).
Proceedings of the ACM/SIGDA 20th International Symposium on Field Programmable Gate Arrays, 2012
Efficient variation-aware EM-semiconductor coupled solver for the TSV structures in 3D IC.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
An operational matrix-based algorithm for simulating linear and fractional differential circuits.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
Weakly nonlinear circuit analysis based on fast multidimensional inverse Laplace transform.
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012
2011
A Sub-1 V, 26 muW, Low-Output-Impedance CMOS Bandgap Reference With a Low Dropout or Source Follower Mode.
IEEE Trans. Very Large Scale Integr. Syst., 2011
An Effective Formulation of Coupled Electromagnetic-TCAD Simulation for Extremely High Frequency Onward.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011
Finite difference schemes for heat conduction analysis in integrated circuit design and manufacturing.
Int. J. Circuit Theory Appl., 2011
Frequency-domain transient analysis of multitime partial differential equation systems.
Proceedings of the IEEE/IFIP 19th International Conference on VLSI and System-on-Chip, 2011
More realistic power grid verification based on hierarchical current and power constraints.
Proceedings of the 2011 International Symposium on Physical Design, 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Proceedings of the Design, Automation and Test in Europe, 2011
A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011
2010
Passivity Test of Immittance Descriptor Systems Based on Generalized Hamiltonian Methods.
IEEE Trans. Circuits Syst. II Express Briefs, 2010
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010
Int. J. Circuit Theory Appl., 2010
PEDS: Passivity enforcement for descriptor systems via Hamiltonian-symplectic matrix pencil perturbation.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010
Proceedings of the International Conference on Field-Programmable Technology, 2010
Proceedings of the 47th Design Automation Conference, 2010
An extension of the generalized Hamiltonian method to <i>S</i>-parameter descriptor systems.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010
VISA: versatile impulse structure approximation for time-domain linear macromodeling.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010
2009
Robust Simulation Methodology for Surface-Roughness Loss in Interconnect and Package Modelings.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009
IEEE Signal Process. Lett., 2009
A 30µW CMOS bandgap reference featuring a 1.5-6 mA output driving current and a Miller-effect startup circuit.
Microelectron. J., 2009
Designing globally optimal delta-sigma modulator topologies via signomial programming.
Int. J. Circuit Theory Appl., 2009
Efficient numerical modeling of random rough surface effects in interconnect resistance extraction.
Int. J. Circuit Theory Appl., 2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
GHM: A generalized Hamiltonian method for passivity test of impedance/admittance descriptor systems.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009
Proceedings of the Design, Automation and Test in Europe, 2009
2008
IEEE Trans. Signal Process., 2008
A Fast Passivity Test for Stable Descriptor Systems via Skew-Hamiltonian/Hamiltonian Matrix Pencil Transformations.
IEEE Trans. Circuits Syst. I Regul. Pap., 2008
A Signomial Programming Approach for Binary Image Restoration by Penalized Least Squares.
IEEE Trans. Circuits Syst. II Express Briefs, 2008
Efficient Positive-Real Balanced Truncation of Symmetric Systems Via Cross-Riccati Equations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008
Optimal Common Sub-Expression Elimination Algorithm of Multiple Constant Multiplications with a Logic Depth Constraint.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008
Proceedings of the 21st International Conference on VLSI Design (VLSI Design 2008), 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the 2008 International Conference on Field-Programmable Technology, 2008
Proceedings of the FPL 2008, 2008
Global optimization of common subexpressions for multiplierless synthesis of multiple constant multiplications.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008
Efficient numerical modeling of random rough surface effects for interconnect internal impedance extraction.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008
Processor frequency assignment in three-dimensional MPSoCs under thermal constraints by polynomial programming.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
Synthesis of optimal OTA-C filter structures with arbitrary transmission zeros via MINLP.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2008
2007
IEEE Trans. Circuits Syst. II Express Briefs, 2007
Fast Positive-Real Balanced Truncation Via Quadratic Alternating Direction Implicit Iteration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007
A Common Subexpression Sharing Approach for Multiplierless Synthesis of Multiple Constant Multiplications.
Eng. Lett., 2007
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007
Novel 2D Linear-Phase IIR Filter Design and Application in Noise Removal.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007
Fast positive-real balanced truncation of symmetric systems using cross Riccati equations.
Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007
2006
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Binary Image Deconvolution with Positive Semidefinite Programming.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2006, 2006
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Multi-shift quadratic alternating direction implicit iteration for high-speed positive-real balanced truncation.
Proceedings of the 43rd Design Automation Conference, 2006
2005
Fast balanced stochastic truncation via a quadratic extension of the alternating direction implicit iteration.
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005
2004
Fast detection of instability in sigma-delta modulators based on unstable embedded limit cycles.
IEEE Trans. Circuits Syst. II Express Briefs, 2004
A fast Newton/Smith algorithm for solving algebraic Riccati equations and its application in model order reduction.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Passivity-preserving model reduction via a computationally efficient project-and-balance scheme.
Proceedings of the 41th Design Automation Conference, 2004
2003
DC stability analysis of high-order, lowpass ΣΔ modulators with distinct unit circle NTF zeros.
IEEE Trans. Circuits Syst. II Express Briefs, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Switching and Learning in Feedback Systems, 2003
2002
State-trajectory behavior in high-order, lowpass sigma-delta modulators with distinct NTF zeros.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Limit cycles in embedded high-order, lowpass sigma-delta modulators with distinct NTF zeros.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
2001
Improved roundoff noise performance in a direct-form IIR filter using a modified delta operator.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
An efficient algorithm for downconverting multiple bandpass signals using bandpass sampling.
Proceedings of the IEEE International Conference on Communications, 2001