An efficient algorithm for downconverting multiple bandpass signals using bandpass sampling. - Ngai Wong 001; Tung-Sang Ng (ICC, 2001)

Improved roundoff noise performance in a direct-form IIR filter using a modified delta operator. - Ngai Wong 001; Tung-Sang Ng (ISCAS (2), 2001)

Limit cycles in embedded high-order, lowpass sigma-delta modulators with distinct NTF zeros. - Ngai Wong 001; Tung-Sang Ng (DSP, 2002)

State-trajectory behavior in high-order, lowpass sigma-delta modulators with distinct NTF zeros. - Ngai Wong 001; Tung-Sang Ng (DSP, 2002)

A Second-Order Cone Bounding Algorithm for Robust Minimum Variance Beamforming. - Ngai Wong 001; Venkataramanan Balakrishnan; Tung-Sang Ng (European Summer School on Multi-AgentControl, 2003)

A geometrical approach to robust minimum variance beamforming. - Ngai Wong 001; Tung-Sang Ng; Venkataramanan Balakrishnan (ICASSP (5), 2003)

DC stability analysis of high-order, lowpass ΣΔ modulators with distinct unit circle NTF zeros. - Ngai Wong 001; Tung-Sang Ng (IEEE Trans. Circuits Syst. II Express Briefs, 2003)

Passivity-preserving model reduction via a computationally efficient project-and-balance scheme. - Ngai Wong 001; Venkataramanan Balakrishnan; Cheng-Kok Koh (DAC, 2004)

A fast Newton/Smith algorithm for solving algebraic Riccati equations and its application in model order reduction. - Ngai Wong 001; Venkataramanan Balakrishnan; Cheng-Kok Koh; Tung-Sang Ng (ICASSP (5), 2004)

Fast detection of instability in sigma-delta modulators based on unstable embedded limit cycles. - Ngai Wong 001; Tung-Sang Ng (IEEE Trans. Circuits Syst. II Express Briefs, 2004)

Fast balanced stochastic truncation via a quadratic extension of the alternating direction implicit iteration. - Ngai Wong 001; Venkataramanan Balakrishnan (ICCAD, 2005)

Multi-shift quadratic alternating direction implicit iteration for high-speed positive-real balanced truncation. - Ngai Wong 001; Venkataramanan Balakrishnan (DAC, 2006)

A fast passivity test for descriptor systems via structure-preserving transformations of Skew-Hamiltonian/Hamiltonian matrix pencils. - Ngai Wong 001; C. K. Chu (DAC, 2006)

Signal Detection for MIMO-OFDM Systems with Time Offsets. - Shaodan Ma; Ngai Wong 001; Tung-Sang Ng (GLOBECOM, 2006)

Binary Image Deconvolution with Positive Semidefinite Programming. - Yijiang Shen; Edmund Y. Lam; Ngai Wong 001 (IMECS, 2006)

Time domain equalization for OFDM systems. - Shaodan Ma; Ngai Wong 001; Tung-Sang Ng (ISCAS, 2006)

Power optimization in a repeater-inserted interconnect via geometric programming. - W. T. Cheung; Ngai Wong 001 (ISLPED, 2006)

Two Algorithms for Fast and Accurate Passivity-Preserving Model Order Reduction. - Ngai Wong 001; Venkataramanan Balakrishnan; Cheng-Kok Koh; Tung-Sang Ng (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006)

Fast positive-real balanced truncation of symmetric systems using cross Riccati equations. - Ngai Wong 001 (DATE, 2007)

Novel 2D Linear-Phase IIR Filter Design and Application in Noise Removal. - Chung-Man Cheung; Chi-Un Lei; Ngai Wong 001 (IMECS, 2007)

FIR Filter Approximation by IIR Filters Based on Discrete-Time Vector Fitting. - Ngai Wong 001; Chi-Un Lei (ISCAS, 2007)

A Common Subexpression Sharing Approach for Multiplierless Synthesis of Multiple Constant Multiplications. - Yuen-Hong Alvin Ho; Chi-Un Lei; Ngai Wong 001 (Eng. Lett., 2007)

Fast Positive-Real Balanced Truncation Via Quadratic Alternating Direction Implicit Iteration. - Ngai Wong 001; Venkataramanan Balakrishnan (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2007)

Bit-Stream Adders and Multipliers for Tri-Level Sigma-Delta Modulators. - Chiu-Wah Ng; Ngai Wong 001; Tung-Sang Ng (IEEE Trans. Circuits Syst. II Express Briefs, 2007)

Synthesis of optimal OTA-C filter structures with arbitrary transmission zeros via MINLP. - Hing-Kit Kwan; Chung-Man Cheung; Chi-Un Lei; Ngai Wong 001; Ka-Leung Ho (APCCAS, 2008)

Fast sweeping methods for checking passivity of descriptor systems. - Yansong Liu; Ngai Wong 001 (APCCAS, 2008)

Interconnect thermal simulation with higher order spatial accuracy. - Yijiang Shen; Ngai Wong 001; Edmund Y. Lam (APCCAS, 2008)

Processor frequency assignment in three-dimensional MPSoCs under thermal constraints by polynomial programming. - Guangyao Zhao; Hing-Kit Kwan; Chi-Un Lei; Ngai Wong 001 (APCCAS, 2008)

Efficient numerical modeling of random rough surface effects for interconnect internal impedance extraction. - Quan Chen 007; Ngai Wong 001 (ASP-DAC, 2008)

Global optimization of common subexpressions for multiplierless synthesis of multiple constant multiplications. - Yuen-Hong Alvin Ho; Chi-Un Lei; Hing-Kit Kwan; Ngai Wong 001 (ASP-DAC, 2008)

Direct sigma-delta modulated signal processing in FPGA. - Chiu-Wah Ng; Ngai Wong 001; Hayden Kwok-Hay So; Tung-Sang Ng (FPL, 2008)

Quad-level bit-stream signal processing on FPGAs. - Chiu-Wah Ng; Ngai Wong 001; Hayden Kwok-Hay So; Tung-Sang Ng (FPT, 2008)

Design of hybrid continuous-time discrete-time delta-sigma modulators. - Hing-Kit Kwan; Siu-Hong Lui; Chi-Un Lei; Yansong Liu; Ngai Wong 001; Ka-Leung Ho (ISCAS, 2008)

Efficient linear macromodeling via least-squares response approximation. - Chi-Un Lei; Hing-Kit Kwan; Yansong Liu; Ngai Wong 001 (ISCAS, 2008)

Efficient Linear Macromodeling via Discrete-Time Time-Domain Vector Fitting. - Chi-Un Lei; Ngai Wong 001 (VLSI Design, 2008)

Optimal Common Sub-Expression Elimination Algorithm of Multiple Constant Multiplications with a Logic Depth Constraint. - Yuen-Hong Alvin Ho; Chi-Un Lei; Hing-Kit Kwan; Ngai Wong 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008)

Efficient Positive-Real Balanced Truncation of Symmetric Systems Via Cross-Riccati Equations. - Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008)

A Signomial Programming Approach for Binary Image Restoration by Penalized Least Squares. - Yijiang Shen; Edmund Y. Lam; Ngai Wong 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2008)

A Fast Passivity Test for Stable Descriptor Systems via Skew-Hamiltonian/Hamiltonian Matrix Pencil Transformations. - Ngai Wong 001; Chung-Kwan Chu (IEEE Trans. Circuits Syst. I Regul. Pap., 2008)

IIR Approximation of FIR Filters Via Discrete-Time Vector Fitting. - Ngai Wong 001; Chi-Un Lei (IEEE Trans. Signal Process., 2008)

An efficient passivity test for descriptor systems via canonical projector techniques. - Ngai Wong 001 (DAC, 2009)

New simulation methodology of 3D surface roughness loss for interconnects modeling. - Quan Chen 007; Ngai Wong 001 (DATE, 2009)

Operation scheduling for FPGA-based reconfigurable computers. - Colin Yu Lin; Ngai Wong 001; Hayden Kwok-Hay So (FPL, 2009)

GHM: A generalized Hamiltonian method for passivity test of impedance/admittance descriptor systems. - Zheng Zhang 005; Chi-Un Lei; Ngai Wong 001 (ICCAD, 2009)

Digital IIR filter design for communication systems by discrete-time vector fitting. - Chi-Un Lei; Ngai Wong 001 (DPS, 2009)

Efficient numerical modeling of random rough surface effects in interconnect resistance extraction. - Quan Chen 007; Ngai Wong 001 (Int. J. Circuit Theory Appl., 2009)

Designing globally optimal delta-sigma modulator topologies via signomial programming. - Yuen-Hong Alvin Ho; Hing-Kit Kwan; Ngai Wong 001; Ka-Leung Ho (Int. J. Circuit Theory Appl., 2009)

A 30µW CMOS bandgap reference featuring a 1.5-6 mA output driving current and a Miller-effect startup circuit. - David C. W. Ng; David K. K. Kwong; Ngai Wong 001 (Microelectron. J., 2009)

IIR Approximation of FIR Filters Via Discrete-Time Hybrid-Domain Vector Fitting. - Chi-Un Lei; Ngai Wong 001 (IEEE Signal Process. Lett., 2009)

Robust Simulation Methodology for Surface-Roughness Loss in Interconnect and Package Modelings. - Quan Chen 007; Hoi Wai Choi; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009)

VISA: versatile impulse structure approximation for time-domain linear macromodeling. - Chi-Un Lei; Ngai Wong 001 (ASP-DAC, 2010)

An extension of the generalized Hamiltonian method to S-parameter descriptor systems. - Zheng Zhang 005; Ngai Wong 001 (ASP-DAC, 2010)

MFTI: matrix-format tangential interpolation for modeling multi-port systems. - Yuanzhe Wang; Chi-Un Lei; Grantham K. H. Pang; Ngai Wong 001 (DAC, 2010)

Design space exploration for sparse matrix-matrix multiplication on FPGAs. - Colin Yu Lin; Zheng Zhang 005; Ngai Wong 001; Hayden Kwok-Hay So (FPT, 2010)

PEDS: Passivity enforcement for descriptor systems via Hamiltonian-symplectic matrix pencil perturbation. - Yuanzhe Wang; Zheng Zhang 005; Cheng-Kok Koh; Grantham K. H. Pang; Ngai Wong 001 (ICCAD, 2010)

Analog circuit design by nonconvex polynomial optimization: Two design examples. - Siu-Hong Lui; Hing-Kit Kwan; Ngai Wong 001 (Int. J. Circuit Theory Appl., 2010)

An Efficient Projector-Based Passivity Test for Descriptor Systems. - Zheng Zhang 005; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010)

Passivity Test of Immittance Descriptor Systems Based on Generalized Hamiltonian Methods. - Zheng Zhang 005; Ngai Wong 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2010)

Balanced truncation for time-delay systems via approximate Gramians. - Xiang Wang; Qing Wang 051; Zheng Zhang 005; Quan Chen 007; Ngai Wong 001 (ASP-DAC, 2011)

A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts. - Zheng Zhang 005; Qing Wang 051; Ngai Wong 001; Luca Daniel (ASP-DAC, 2011)

A block-diagonal structured model reduction scheme for power grid networks. - Zheng Zhang 005; Xiang Hu; Chung-Kuan Cheng; Ngai Wong 001 (DATE, 2011)

Process-variation-aware electromagnetic-semiconductor coupled simulation. - Yuanzhe Xu; Quan Chen 007; Lijun Jiang; Ngai Wong 001 (ISCAS, 2011)

More realistic power grid verification based on hierarchical current and power constraints. - Chung-Kuan Cheng; Peng Du; Andrew B. Kahng; Grantham K. H. Pang; Yuanzhe Wang; Ngai Wong 001 (ISPD, 2011)

Frequency-domain transient analysis of multitime partial differential equation systems. - Haotian Liu; Fengrui Shi; Yuanzhe Wang; Ngai Wong 001 (VLSI-SoC, 2011)

On IIR-based bit-stream multipliers. - Chiu-Wah Ng; Ngai Wong 001; Hayden Kwok-Hay So; Tung-Sang Ng (Int. J. Circuit Theory Appl., 2011)

Finite difference schemes for heat conduction analysis in integrated circuit design and manufacturing. - Yijiang Shen; Ngai Wong 001; Edmund Y. Lam; Cheng-Kok Koh (Int. J. Circuit Theory Appl., 2011)

An Effective Formulation of Coupled Electromagnetic-TCAD Simulation for Extremely High Frequency Onward. - Quan Chen 007; Wim Schoenmaker; Peter Meuris; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011)

A Sub-1 V, 26 muW, Low-Output-Impedance CMOS Bandgap Reference With a Low Dropout or Source Follower Mode. - David C. W. Ng; David K. K. Kwong; Ngai Wong 001 (IEEE Trans. Very Large Scale Integr. Syst., 2011)

Weakly nonlinear circuit analysis based on fast multidimensional inverse Laplace transform. - Tingting Wang; Haotian Liu; Yuanzhe Wang; Ngai Wong 001 (ASP-DAC, 2012)

Fast nonlinear model order reduction via associated transforms of high-order volterra transfer functions. - Yang Zhang; Haotian Liu; Qing Wang 051; Neric Fong; Ngai Wong 001 (DAC, 2012)

An operational matrix-based algorithm for simulating linear and fractional differential circuits. - Yuanzhe Wang; Haotian Liu; Grantham K. H. Pang; Ngai Wong 001 (DATE, 2012)

Efficient variation-aware EM-semiconductor coupled solver for the TSV structures in 3D IC. - Yuanzhe Xu; Wenjian Yu; Quan Chen 007; Lijun Jiang; Ngai Wong 001 (DATE, 2012)

Operation scheduling and architecture co-synthesis for energy-efficient dataflow computations on FPGAs (abstract only). - Colin Yu Lin; Ngai Wong 001; Hayden Kwok-Hay So (FPGA, 2012)

A fast time-domain EM-TCAD coupled simulation framework via matrix exponential. - Quan Chen 007; Wim Schoenmaker; Shih-Hung Weng; Chung-Kuan Cheng; Guan-Hua Chen; Lijun Jiang; Ngai Wong 001 (ICCAD, 2012)

Circuit simulation via matrix exponential method for stiffness handling and parallel processing. - Shih-Hung Weng; Quan Chen 007; Ngai Wong 001; Chung-Kuan Cheng (ICCAD, 2012)

Co-simulation of RFIC with bondwire antenna via retarded PEEC method. - Y. Zhang; N. H. W. Fong; David C. W. Ng; Ngai Wong 001 (ISCAS, 2012)

Globally stable, highly parallelizable fast transient circuit simulation via faber series. - Ying-Chi Li; Quan Chen 007; Shih-Hung Weng; Chung-Kuan Cheng; Ngai Wong 001 (NEWCAS, 2012)

A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints. - Yuanzhe Wang; Xiang Hu; Chung-Kuan Cheng; Grantham K. H. Pang; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

Corrigendum to "A Realistic Early-Stage Power Grid Verification Algorithm Based on Hierarchical Constraints". - Yuanzhe Wang; Xiang Hu; Chung-Kuan Cheng; Grantham K. H. Pang; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

Passivity Enforcement for Descriptor Systems Via Matrix Pencil Perturbation. - Yuanzhe Wang; Zheng Zhang 005; Cheng-Kok Koh; Guoyong Shi; Grantham K. H. Pang; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012)

Fast transistor-level circuit simulation and variational analysis via the ultra-compact virtual source model. - Yang Zhang; Quan Chen 007; Ngai Wong 001 (ASICON, 2013)

Piecewise-polynomial associated transform macromodeling algorithm for fast nonlinear circuit simulation. - Yang Zhang; Neric Fong; Ngai Wong 001 (ASP-DAC, 2013)

Integration of a wireless sensor network project for introductory circuits and systems teaching. - Chi-Un Lei; Ngai Wong 001; Ka Lok Man (ISCAS, 2013)

A hybrid MPPT method for Photovoltaic systems via estimation and revision method. - Jieming Ma; Ka Lok Man; T. O. Ting; Nan Zhang; Chi-Un Lei; Ngai Wong 001 (ISCAS, 2013)

Low-cost global MPPT scheme for Photovoltaic systems under partially shaded conditions. - Jieming Ma; Ka Lok Man; T. O. Ting; Nan Zhang; Chi-Un Lei; Ngai Wong 001 (ISCAS, 2013)

Automatic adaptive multi-point moment matching for descriptor system model order reduction. - Wenhui Zhao; Grantham K. H. Pang; Ngai Wong 001 (VLSI-DAT, 2013)

Iterative solution to linear matrix inequality arising from time delay descriptor systems. - Qing Wang 051; Pengcheng Xu; Edmund Y. Lam; Ngai Wong 001 (Appl. Math. Comput., 2013)

Model Order Reduction for Neutral Systems by Moment Matching. - Qing Wang 051; Yuanzhe Wang; Edmund Y. Lam; Ngai Wong 001 (Circuits Syst. Signal Process., 2013)

Design space exploration for sparse matrix-matrix multiplication on FPGAs. - Colin Yu Lin; Ngai Wong 001; Hayden Kwok-Hay So (Int. J. Circuit Theory Appl., 2013)

A Numerically Efficient Formulation for Time-Domain Electromagnetic-Semiconductor Cosimulation for Fast-Transient Systems. - Quan Chen 007; Wim Schoenmaker; Guan-Hua Chen; Lijun Jiang; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

Autonomous Volterra Algorithm for Steady-State Analysis of Nonlinear Circuits. - Haotian Liu; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013)

Efficient matrix exponential method based on extended Krylov subspace for transient simulation of large-scale linear circuits. - Quan Chen 007; Wenhui Zhao; Ngai Wong 001 (ASP-DAC, 2014)

An Efficient Two-level DC Operating Points Finder for Transistor Circuits. - Jian Deng; Kim Batselier; Yang Zhang; Ngai Wong 001 (DAC, 2014)

A novel linear algebra method for the determination of periodic steady states of nonlinear oscillators. - Haotian Liu; Kim Batselier; Ngai Wong 001 (ICCAD, 2014)

Direct finite-element-based solver for 3D-IC thermal analysis via H-matrix representation. - Ying-Chi Li; Sheldon X.-D. Tan; Tan Yu; Xin Huang 003; Ngai Wong 001 (ISQED, 2014)

Gramian-based model order reduction of parameterized time-delay systems. - Xiang Wang; Zheng Zhang 005; Qing Wang 051; Ngai Wong 001 (Int. J. Circuit Theory Appl., 2014)

An adaptive dynamical low-rank tensor approximation scheme for fast circuit simulation. - Kim Batselier; Quan Chen 007; Ngai Wong 001 (ASICON, 2015)

STAVES: Speedy Tensor-Aided Volterra-Based Electronic Simulator. - Haotian Liu; Xiaoyan Y. Z. Xiong; Kim Batselier; Lijun Jiang; Luca Daniel; Ngai Wong 001 (ICCAD, 2015)

An approximate framework for quantum transport calculation with model order reduction. - Quan Chen 007; Jun Li; Chiyung Yam; Yu Zhang 010; Ngai Wong 001; Guanhua Chen (J. Comput. Phys., 2015)

A Constructive Algorithm for Decomposing a Tensor into a Finite Sum of Orthonormal Rank-1 Terms. - Kim Batselier; Haotian Liu; Ngai Wong 001 (SIAM J. Matrix Anal. Appl., 2015)

Model Reduction and Simulation of Nonlinear Circuits via Tensor Decomposition. - Haotian Liu; Luca Daniel; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

H-Matrix-Based Finite-Element-Based Thermal Analysis for 3D ICs. - Hai-Bao Chen; Ying-Chi Li; Sheldon X.-D. Tan; Xin Huang 003; Hai Wang 002; Ngai Wong 001 (ACM Trans. Design Autom. Electr. Syst., 2015)

STORM: A nonlinear model order reduction method via symmetric tensor decomposition. - Jian Deng; Haotian Liu; Kim Batselier; Yu-Kwong Kwok; Ngai Wong 001 (ASP-DAC, 2016)

A tensor-based volterra series black-box nonlinear system identification and simulation framework. - Kim Batselier; Zhongming Chen; Haotian Liu; Ngai Wong 001 (ICCAD, 2016)

Computing the state difference equations for discrete overdetermined linear systems. - Kim Batselier; Ngai Wong 001 (Autom., 2016)

Tensor Train alternating linear scheme for MIMO Volterra system identification. - Kim Batselier; Zhongming Chen; Ngai Wong 001 (CoRR, 2016)

A fast time-domain EM-TCAD coupled simulation framework via matrix exponential with stiffness reduction. - Quan Chen 007; Wim Schoenmaker; Shih-Hung Weng; Chung-Kuan Cheng; Guan-Hua Chen; Lijun Jiang; Ngai Wong 001 (Int. J. Circuit Theory Appl., 2016)

Compact model order reduction of weakly nonlinear systems by associated transform. - Yang Zhang; Ngai Wong 001 (Int. J. Circuit Theory Appl., 2016)

Symmetric tensor decomposition by an iterative eigendecomposition algorithm. - Kim Batselier; Ngai Wong 001 (J. Comput. Appl. Math., 2016)

Tensor-network-based predistorter design for multiple-input multiple-output nonlinear systems. - Cong Chen 003; Kim Batselier; Mihai Telescu; Stéphane Azou; Noël Tanguy; Ngai Wong 001 (ASICON, 2017)

An efficient homotopy-based Poincaré-Lindstedt method for the periodic steady-state analysis of nonlinear autonomous oscillators. - Zhongming Chen; Kim Batselier; Haotian Liu; Ngai Wong 001 (ASP-DAC, 2017)

A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification. - Kim Batselier; Zhongming Chen; Ngai Wong 001 (Autom., 2017)

Tensor Network alternating linear scheme for MIMO Volterra system identification. - Kim Batselier; Zhongming Chen; Ngai Wong 001 (Autom., 2017)

Inverse multivariate polynomial root-finding: Numerical implementations of the affine and projective Buchberger-Möller algorithm. - Kim Batselier; Ngai Wong 001 (J. Comput. Appl. Math., 2017)

A constructive arbitrary-degree Kronecker product decomposition of tensors. - Kim Batselier; Ngai Wong 001 (Numer. Linear Algebra Appl., 2017)

Tensor Computation: A New Framework for High-Dimensional Problems in EDA. - Zheng Zhang 005; Kim Batselier; Haotian Liu; Luca Daniel; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Tensor network subspace identification of polynomial state space models. - Kim Batselier; Ching Yun Ko; Ngai Wong 001 (Autom., 2018)

Matrix output extension of the tensor network Kalman filter with an application in MIMO Volterra system identification. - Kim Batselier; Ngai Wong 001 (Autom., 2018)

Fast and Accurate Tensor Completion with Tensor Trains: A System Identification Approach. - Ching Yun Ko; Kim Batselier; Wenjian Yu; Ngai Wong 001 (CoRR, 2018)

Deep Compression of Sum-Product Networks on Tensor Networks. - Ching Yun Ko; Cong Chen 003; Yuke Zhang; Kim Batselier; Ngai Wong 001 (CoRR, 2018)

Computing Low-Rank Approximations of Large-Scale Matrices with the Tensor Network Randomized SVD. - Kim Batselier; Wenjian Yu; Luca Daniel; Ngai Wong 001 (SIAM J. Matrix Anal. Appl., 2018)

Parallelized Tensor Train Learning of Polynomial Classifiers. - Zhongming Chen; Kim Batselier; Johan A. K. Suykens; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Low-Power High-Throughput In-Memory CMOS-ReRAM Accelerator for Large-Scale Deep Residual Neural Networks. - Yuan Cheng; Ngai Wong 001; Xiong Liu; Leibin Ni; Hai-Bao Chen; Hao Yu 001 (ASICON, 2019)

Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification. - Kim Batselier; Ching-Yun Ko; Ngai Wong 001 (CDC, 2019)

DEEPEYE: A Deeply Tensor-Compressed Neural Network Hardware Accelerator: Invited Paper. - Yuan Cheng; Guangya Li; Ngai Wong 001; Hai-Bao Chen; Hao Yu 001 (ICCAD, 2019)

POPQORN: Quantifying Robustness of Recurrent Neural Networks. - Ching-Yun Ko; Zhaoyang Lyu; Lily Weng; Luca Daniel; Ngai Wong 001; Dahua Lin (ICML, 2019)

MiSC: Mixed Strategies Crowdsourcing. - Ching Yun Ko; Rui Lin; Shu Li; Ngai Wong 001 (IJCAI, 2019)

Matrix Product Operator Restricted Boltzmann Machines. - Cong Chen 003; Kim Batselier; Ching-Yun Ko; Ngai Wong 001 (IJCNN, 2019)

A Support Tensor Train Machine. - Cong Chen 003; Kim Batselier; Ching-Yun Ko; Ngai Wong 001 (IJCNN, 2019)

POPQORN: Quantifying Robustness of Recurrent Neural Networks. - Ching-Yun Ko; Zhaoyang Lyu; Tsui-Wei Weng; Luca Daniel; Ngai Wong 001; Dahua Lin (CoRR, 2019)

MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. - Kim Batselier; Andrzej Cichocki; Ngai Wong 001 (CoRR, 2019)

Fastened CROWN: Tightened Neural Network Robustness Certificates. - Zhaoyang Lyu; Ching-Yun Ko; Zhifeng Kong; Ngai Wong 001; Dahua Lin; Luca Daniel (AAAI, 2020)

A Portable Hong Kong Sign Language Translation Platform with Deep Learning and Jetson Nano. - Zhenxing Zhou; Yisiang Neo; King-Shan Lui; Vincent W. L. Tam; Edmund Y. Lam; Ngai Wong 001 (ASSETS, 2020)

An Anomaly Comprehension Neural Network for Surveillance Videos on Terminal Devices. - Yuan Cheng; Guangtai Huang; Peining Zhen; Bin Liu; Hai-Bao Chen; Ngai Wong 001; Hao Yu 001 (DATE, 2020)

Learn to Floorplan through Acquisition of Effective Local Search Heuristics. - Zhuolun He; Yuzhe Ma; Lu Zhang; Peiyu Liao; Ngai Wong 001; Bei Yu 001; Martin D. F. Wong (ICCD, 2020)

Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks. - Jie Ran; Rui Lin; Hayden K. H. So; Graziano Chesi; Ngai Wong 001 (ICPR, 2020)

HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression. - Rui Lin; Ching-Yun Ko; Zhuolun He; Cong Chen 003; Yuan Cheng; Hao Yu 001; Graziano Chesi; Ngai Wong 001 (CoRR, 2020)

DEEPEYE: A Deeply Tensor-Compressed Neural Network for Video Comprehension on Terminal Devices. - Yuan Cheng; Guangya Li; Ngai Wong 001; Hai-Bao Chen; Hao Yu 001 (ACM Trans. Embed. Comput. Syst., 2020)

Fast and Accurate Tensor Completion With Total Variation Regularized Tensor Trains. - Ching-Yun Ko; Kim Batselier; Luca Daniel; Wenjian Yu; Ngai Wong 001 (IEEE Trans. Image Process., 2020)

Deep Model Compression and Inference Speedup of Sum-Product Networks on Tensor Trains. - Ching-Yun Ko; Cong Chen 003; Zhuolun He; Yuke Zhang; Kim Batselier; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing. - Yuan Ren; Rui Lin; Jie Ran; Chang Liu 094; Chaofan Tao; Zhongrui Wang; Can Li; Ngai Wong 001 (ASICON, 2021)

LiteGT: Efficient and Lightweight Graph Transformers. - Cong Chen 003; Chaofan Tao; Ngai Wong 001 (CIKM, 2021)

A Video-based Fall Detection Network by Spatio-temporal Joint-point Model on Edge Devices. - Ziyi Guan; Shuwei Li; Yuan Cheng; Changhai Man; Wei Mao 002; Ngai Wong 001; Hao Yu 001 (DATE, 2021)

Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and Inference. - Le Xu; Lei Cheng 003; Ngai Wong 001; Yik-Chung Wu (ICDM, 2021)

An Efficient & Programmable FPGA-Based Approach for Fast-Tuning Silicon CPU Design for Embedded Systems. - Chi-Chiu Tsang; Steve Chim; Andy Wu; Gordon Ip; Albert Lee; King Hang Lam; Ngai Wong 001; David Ng (ICSPCC, 2021)

Deformable Butterfly: A Highly Structured and Sparse Linear Transform. - Rui Lin; Jie Ran; King Hung Chiu; Graziano Chesi; Ngai Wong 001 (NeurIPS, 2021)

Probabilistic Tensor Train Decomposition with Automatic Rank Determination from Noisy Data. - Le Xu; Lei Cheng 003; Ngai Wong 001; Yik-Chung Wu (SSP, 2021)

S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation. - Yuan Cheng; Yuchao Yang; Hai-Bao Chen; Ngai Wong 001; Hao Yu 001 (WACV, 2021)

FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation. - Chaofan Tao; Rui Lin; Quan Chen 007; Zhaoyang Zhang 004; Ping Luo 002; Ngai Wong 001 (CoRR, 2021)

AET-EFN: A Versatile Design for Static and Dynamic Event-Based Vision. - Chang Liu 094; Xiaojuan Qi 001; Edmund Y. Lam; Ngai Wong 001 (CoRR, 2021)

S3-Net: A Fast Scene Understanding Network by Single-Shot Segmentation for Autonomous Driving. - Yuan Cheng; Yuchao Yang; Hai-Bao Chen; Ngai Wong 001; Hao Yu 001 (ACM Trans. Intell. Syst. Technol., 2021)

Compression of Generative Pre-trained Language Models via Quantization. - Chaofan Tao; Lu Hou; Wei Zhang 196; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Ping Luo 002; Ngai Wong 001 (ACL (1), 2022)

Multimodal Transformer for Automatic 3D Annotation and Object Detection. - Chang Liu 094; Xiaoyan Qian 001; Binxiao Huang; Xiaojuan Qi 001; Edmund Y. Lam; Siew-Chong Tan; Ngai Wong 001 (ECCV (38), 2022)

Coarse to Fine: Image Restoration Boosted by Multi-Scale Low-Rank Tensor Completion. - Rui Lin; Cong Chen 003; Ngai Wong 001 (ICPR, 2022)

MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator. - Chang Liu 094; Xiaoyan Qian 001; Xiaojuan Qi 001; Edmund Y. Lam; Siew-Chong Tan; Ngai Wong 001 (ICPR, 2022)

ODG-Q: Robust Quantization via Online Domain Generalization. - Chaofan Tao; Ngai Wong 001 (ICPR, 2022)

FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation. - Yuan Cheng; Rui Lin; Peining Zhen; Tianshu Hou; Chiu Wa Ng; Hai-Bao Chen; Hao Yu 001; Ngai Wong 001 (WACV, 2022)

EZCrop: Energy-Zoned Channels for Robust Output Pruning. - Rui Lin; Jie Ran; Dongpeng Wang; King Hung Chiu; Ngai Wong 001 (WACV, 2022)

Fast Classification and Action Recognition With Event-Based Imaging. - Chang Liu 094; Xiaojuan Qi 001; Edmund Y. Lam; Ngai Wong 001 (IEEE Access, 2022)

What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study. - Binxiao Huang; Chaofan Tao; Rui Lin; Ngai Wong 001 (CoRR, 2022)

Multilayer Perceptron Based Stress Evolution Analysis under DC Current Stressing for Multi-segment Wires. - Tianshu Hou; Peining Zhen; Ngai Wong 001; Quan Chen 007; Guoyong Shi; Shuqi Wang; Hai-Bao Chen (CoRR, 2022)

Frequency Regularization for Improving Adversarial Robustness. - Binxiao Huang; Chaofan Tao; Rui Lin; Ngai Wong 001 (CoRR, 2022)

Kernelized support tensor train machines. - Cong Chen 003; Kim Batselier; Wenjian Yu; Ngai Wong 001 (Pattern Recognit., 2022)

A Space-Time Neural Network for Analysis of Stress Evolution Under DC Current Stressing. - Tianshu Hou; Ngai Wong 001; Quan Chen 007; Zhigang Ji; Hai-Bao Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Context-Aware Transformer for 3D Point Cloud Automatic Annotation. - Xiaoyan Qian 001; Chang Liu 094; Xiaojuan Qi 001; Siew-Chong Tan; Edmund Y. Lam; Ngai Wong 001 (AAAI, 2023)

Structured Pruning for Efficient Generative Pre-trained Language Models. - Chaofan Tao; Lu Hou; Haoli Bai; Jiansheng Wei; Xin Jiang 002; Qun Liu 001; Ping Luo 002; Ngai Wong 001 (ACL (Findings), 2023)

A Unifying Tensor View for Lightweight CNNs. - Jason Chun Lok Li; Rui Lin; Jiajun Zhou; Edmund Yin Mun Lam; Ngai Wong 001 (ASICON, 2023)

A Time- and Energy-Efficient CNN with Dense Connections on Memristor-Based Chips. - Wenyong Zhou; Yuan Ren; Jiajun Zhou; Tianshu Hou; Ngai Wong 001 (ASICON, 2023)

RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge. - Changhai Man; Cheng Chang; Chenchen Ding; Ao Shen; Hongwei Ren; Ziyi Guan; Yuan Cheng; Shaobo Luo; Rumin Zhang; Ngai Wong 001; Hao Yu 001 (DATE, 2023)

PECAN: A Product-Quantized Content Addressable Memory Network. - Jie Ran; Rui Lin; Jason Chun Lok Li; Jiajun Zhou; Ngai Wong 001 (DATE, 2023)

Gradually Excavating External Knowledge for Implicit Complex Question Answering. - Chang Liu 094; Xiaoguang Li; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Edmund Y. Lam; Ngai Wong 001 (EMNLP (Findings), 2023)

MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources. - Jiajun Wu 006; Jiajun Zhou; Yizhao Gao 002; Yuhao Ding; Ngai Wong 001; Hayden Kwok-Hay So (FCCM, 2023)

To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion. - Le Xu; Lei Cheng 003; Ngai Wong 001; Yik-Chung Wu (CoRR, 2023)

A Spectral Perspective towards Understanding and Improving Adversarial Robustness. - Binxiao Huang; Rui Lin; Chaofan Tao; Ngai Wong 001 (CoRR, 2023)

Multilayer Perceptron-Based Stress Evolution Analysis Under DC Current Stressing for Multisegment Wires. - Tianshu Hou; Peining Zhen; Ngai Wong 001; Quan Chen 007; Guoyong Shi; Shuqi Wang; Hai-Bao Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Tensor train factorization under noisy and incomplete data with automatic rank estimation. - Le Xu; Lei Cheng 003; Ngai Wong 001; Yik-Chung Wu (Pattern Recognit., 2023)

Analytical Post-Voiding Modeling and Efficient Characterization of EM Failure Effects Under Time-Dependent Current Stressing. - Tianshu Hou; Ngai Wong 001; Quan Chen 007; Zhigang Ji; Hai-Bao Chen (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Learning Spatially Collaged Fourier Bases for Implicit Neural Representation. - Jason Chun Lok Li; Chang Liu 094; Binxiao Huang; Ngai Wong 001 (AAAI, 2024)

Physics-Informed Learning for Versatile RRAM Reset and Retention Simulation. - Tianshu Hou; Yuan Ren; Wenyong Zhou; Can Li; Zhongrui Wang; Hai-Bao Chen; Ngai Wong 001 (ASPDAC, 2024)

APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models. - Ziyi Guan; Hantao Huang; Yupeng Su; Hong Huang; Ngai Wong 001; Hao Yu 001 (DAC, 2024)

An Isotropic Shift-Pointwise Network for Crossbar-Efficient Neural Network Design. - Ziyi Guan; Boyu Li; Yuan Ren; Muqun Niu; Hantao Huang; Graziano Chesi; Hao Yu 001; Ngai Wong 001 (DATE, 2024)

Taming Lookup Tables for Efficient Image Retouching. - Sidi Yang; Binxiao Huang; Mingdeng Cao; Yatai Ji; Hanzhong Guo; Ngai Wong 001; Yujiu Yang (ECCV (58), 2024)

Mixture-of-Subspaces in Low-Rank Adaptation. - Taiqiang Wu; Jiahao Wang; Zhe Zhao 006; Ngai Wong 001 (EMNLP, 2024)

Hybrid Module with Multiple Receptive Fields and Self-Attention Layers for Medical Image Segmentation. - Wenbo Qi; Wenyong Zhou; Ngai Wong 001; S. C. Chan 001 (ICASSP, 2024)

MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers. - Zebin Yang; Renze Chen; Taiqiang Wu; Ngai Wong 001; Yun Liang 001; Runsheng Wang; Ru Huang 001; Meng Li 004 (ICCAD, 2024)

ASMR: Activation-Sharing Multi-Resolution Coordinate Networks for Efficient Inference. - Jason Chun Lok Li; Steven Tin Sui Luo; Le Xu; Ngai Wong 001 (ICLR, 2024)

Nonparametric Teaching of Implicit Neural Representations. - Chen Zhang; Steven Tin Sui Luo; Jason Chun Lok Li; Yik-Chung Wu; Ngai Wong 001 (ICML, 2024)

Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution. - Binxiao Huang; Jason Chun Lok Li; Jie Ran; Boyu Li; Jiajun Zhou; Dahai Yu; Ngai Wong 001 (IJCAI, 2024)

Weight-Inherited Distillation for Task-Agnostic BERT Compression. - Taiqiang Wu; Cheng Hou; Shanshan Lao; Jiayi Li 002; Ngai Wong 001; Zhe Zhao 006; Yujiu Yang (NAACL-HLT (Findings), 2024)

LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models. - Yifan Yang; Jiajun Zhou; Ngai Wong 001; Zheng Zhang 005 (NAACL-HLT, 2024)

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies. - Chaofan Tao; Qian Liu 012; Longxu Dou; Niklas Muennighoff; Zhongwei Wan; Ping Luo 002; Min Lin; Ngai Wong 001 (NeurIPS, 2024)

Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models. - Taiqiang Wu; Chaofan Tao; Jiahao Wang; Zhe Zhao 006; Ngai Wong 001 (CoRR, 2024)

Stochastic Multivariate Universal-Radix Finite-State Machine: a Theoretically and Practically Elegant Nonlinear Function Approximator. - Xincheng Feng; Guodong Shen; Jianhao Hu; Meng Li; Ngai Wong 001 (CoRR, 2024)

Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers. - Binxiao Huang; Jason Chun Lok Li; Chang Liu 094; Ngai Wong 001 (CoRR, 2024)

LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models. - Yupeng Su; Ziyi Guan; Xiaoqun Liu; Tianlai Jin; Dongkuan Wu; Graziano Chesi; Ngai Wong 001; Hao Yu 001 (CoRR, 2024)

UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation. - Zixuan Li; Jing Xiong; Fanghua Ye 001; Chuanyang Zheng; Xun Wu; Jianqiao Lu; Zhongwei Wan; Xiaodan Liang; Chengming Li; Zhenan Sun; Lingpeng Kong; Ngai Wong 001 (CoRR, 2024)

UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference. - Jing Xiong; Jianghan Shen; Fanghua Ye 001; Chaofan Tao; Zhongwei Wan; Jianqiao Lu; Xun Wu; Chuanyang Zheng; Zhijiang Guo; Lingpeng Kong; Ngai Wong 001 (CoRR, 2024)

LLM-Neo: Parameter Efficient Knowledge Distillation for Large Language Models. - Runming Yang; Taiqiang Wu; Jiahao Wang; Pengfei Hu; Ngai Wong 001; Yujiu Yang (CoRR, 2024)

Hyperdimensional Computing With Multiscale Local Binary Patterns for Scalp EEG-Based Epileptic Seizure Detection. - Yipeng Du; Yuan Ren; Ngai Wong 001; Edith C. H. Ngai (IEEE Internet Things J., 2024)

Overcoming Beam Squint in mmWave MIMO Channel Estimation: A Bayesian Multi-Band Sparsity Approach. - Le Xu; Lei Cheng 003; Ngai Wong 001; Yik-Chung Wu; H. Vincent Poor (IEEE Trans. Signal Process., 2024)

FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations. - Chaofan Tao; Rui Lin; Quan Chen 007; Zhaoyang Zhang 004; Ping Luo 002; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Reconfigurable Processing Element for Multiple-Precision Floating/Fixed-Point HPC. - Boyu Li; Kai Li 024; Jiajun Zhou; Yuan Ren; Wei Mao 002; Hao Yu 001; Ngai Wong 001 (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference. - Jiajun Zhou; Jiajun Wu 006; Yizhao Gao 002; Yuhao Ding; Chaofan Tao; Boyu Li; Fengbin Tu; Kwang-Ting Cheng; Hayden Kwok-Hay So; Ngai Wong 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Stochastic Multivariate Universal-Radix Finite-State Machine: a Theoretically and Practically Elegant Nonlinear Function Approximator. - Xincheng Feng; Guodong Shen; Jianhao Hu; Meng Li 016; Ngai Wong 001 (ASP-DAC, 2025)

Invited paper: SPICE-Compatible Modeling and Design for Electronic-Photonic Integrated Circuits. - Yuxiang Fu; Yinyi Liu; Ngai Wong 001; Jiang Xu 001 (ASP-DAC, 2025)

A Custom RISC-V ISA with Scalable Processing Units for Efficient Neural Network Inference. - Yueting Li; Wanshuang Lin; Wendong Xu; Ngai Wong 001; Weisheng Zhao (CF, 2025)

Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs. - Taiqiang Wu; Zhe Zhao 006; Jiahao Wang; Xingyu Bai; Lei Wang; Ngai Wong 001; Yujiu Yang (COLING, 2025)

Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models. - Taiqiang Wu; Chaofan Tao; Jiahao Wang; Runming Yang; Zhe Zhao 006; Ngai Wong 001 (COLING, 2025)

DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables. - Sidi Yang; Binxiao Huang; Yulun Zhang 001; Dahai Yu; Yujiu Yang; Ngai Wong 001 (CVPR, 2025)

Towards Robust RRAM-Based Vision Transformer Models with Noise-Aware Knowledge Distillation. - Wenyong Zhou; Zhengwu Liu; Taiqiang Wu; Chenchen Ding; Yuan Ren; Ngai Wong 001 (DATE, 2025)

Enhancing Robustness of Implicit Neural Representations Against Weight Perturbations. - Wenyong Zhou; Yuxin Cheng; Zhengwu Liu; Taiqiang Wu; Chen Zhang; Ngai Wong 001 (ICASSP, 2025)

MINR: Efficient Implicit Neural Representations for Multi-Image Encoding. - Wenyong Zhou; Taiqiang Wu; Zhengwu Liu; Yuxin Cheng; Chen Zhang; Ngai Wong 001 (ICASSP, 2025)

A Survey on the Honesty of Large Language Models. - Siheng Li; Cheng Yang 002; Taiqiang Wu; Chufan Shi; Yuji Zhang 002; Xinyu Zhu; Zesen Cheng; Deng Cai 002; Mo Yu; Lemao Liu; Jie Zhou 016; Yujiu Yang; et al. (Trans. Mach. Learn. Res., 2025)

Autoregressive Models in Vision: A Survey. - Jing Xiong; Gongye Liu; Lun Huang; Chengyue Wu; Taiqiang Wu; Yao Mu 001; Yuan Yao; Hui Shen; Zhongwei Wan; Jinfa Huang; Chaofan Tao; Shen Yan; et al. (Trans. Mach. Learn. Res., 2025)

Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning. - Zhen Li; Yupeng Su; Runming Yang; Zhongwei Xie; Ngai Wong 001; Hongxia Yang (CoRR, 2025)

Lite It Fly: An All-Deformable-Butterfly Network. - Rui Lin; Jason Chun Lok Li; Jiajun Zhou; Binxiao Huang; Jie Ran; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models. - Jiajun Zhou; Yifan Yang; Kai Zhen; Ziyue Liu 003; Yequan Zhao; Ershad Banijamali; Athanasios Mouchtaris; Ngai Wong 001; Zheng Zhang 005 (CoRR, 2025)

ParallelComp: Parallel Long-Context Compressor for Length Extrapolation. - Jing Xiong; Jianghan Shen; Chuanyang Zheng; Zhongwei Wan; Chenyang Zhao; Chiwun Yang; Fanghua Ye 001; Hongxia Yang; Lingpeng Kong; Ngai Wong 001 (CoRR, 2025)

HaLoRA: Hardware-aware Low-Rank Adaptation for Large Language Models Based on Hybrid Compute-in-Memory Architecture. - Taiqiang Wu; Chenchen Ding; Wenyong Zhou; Yuxin Cheng; Xincheng Feng; Shuqi Wang; Chufan Shi; Zhengwu Liu; Ngai Wong 001 (CoRR, 2025)

InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. - Zhen Li; Yupeng Su; Songmiao Wang; Runming Yang; Congkai Xie; Aofan Liu; Ming Li 002; Jiannong Cao 001; Yuan Xie; Ngai Wong 001; Hongxia Yang (CoRR, 2025)

Shadow-FT: Tuning Instruct via Base. - Taiqiang Wu; Runming Yang; Jiayi Li 002; Pengfei Hu; Ngai Wong 001; Yujiu Yang (CoRR, 2025)

Nonparametric Teaching for Graph Property Learners. - Chen Zhang; Weixin Bu; Zeyi Ren; Zhengwu Liu; Yik-Chung Wu; Ngai Wong 001 (CoRR, 2025)

PhyX: Does Your Model Have the "Wits" for Physical Reasoning? - Hui Shen; Taiqiang Wu; Qi Han; Yunta Hsieh; Jizhou Wang; Yuyue Zhang; Yuxin Cheng; Zijian Hao; Yuansheng Ni; Xin Wang; Zhongwei Wan; Kai Zhang 033; et al. (CoRR, 2025)

SwingArena: Competitive Programming Arena for Long-context GitHub Issue Solving. - Wendong Xu; Jing Xiong; Chenyang Zhao; Qiujiang Chen; Haoran Wang; Hui Shen; Zhongwei Wan; Jianbo Dai; Taiqiang Wu; He Xiao; Chaofan Tao; Z. Morley Mao; et al. (CoRR, 2025)

Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction. - Binxiao Huang; Zhihao Li 002; Shiyong Liu; Xiao Tang; Jiajun Tang; Jiaqi Lin; Yuxin Cheng; Zhenyu Chen; Xiaofei Wu; Ngai Wong 001 (CoRR, 2025)

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review. - Yuan Chang; Ziyue Li; Hengyuan Zhang; Yuanbo Kong; Yanru Wu; Zhijiang Guo; Ngai Wong 001 (CoRR, 2025)

GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors. - Hengyuan Zhang; Xinrong Chen; Yingmin Qiu; Xiao Liang; Ziyue Li; Guanyu Wang; Weiping Li; Tong Mo; Wenyue Li; Hayden Kwok-Hay So; Ngai Wong 001 (CoRR, 2025)

Decomposing Densification in Gaussian Splatting for Faster 3D Scene Reconstruction. - Binxiao Huang; Zhengwu Liu; Ngai Wong 001 (CoRR, 2025)

Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs. - Yipeng Du; Jie Chen; Zhengwu Liu; Ngai Wong 001; Chi Zhang; Zhiwei Ding; Jian Liu 026; Edith C. H. Ngai (IEEE J. Biomed. Health Informatics, 2025)