Optimum Learning for Bidirectional Associative Memory in the Sense of Capacity. - Chi Sing Leung (IEEE Trans. Syst. Man Cybern. Syst., 1994)

Stability, capacity, and statistical dynamics of second-order bidirectional associative memory. - Chi-Sing Leung; Lai-Wan Chan; Edmund Man Kit Lai (IEEE Trans. Syst. Man Cybern., 1995)

Attraction Basin of Bidirectional Associative Memories. - Chi-Sing Leung; Lai-Wan Chan; John Sum (Int. J. Neural Syst., 1996)

Storage behavior and error correction capability of bidirectional associative memory under forgetting learning. - Andrew Chi-Sing Leung; Lai-Wan Chan; John Sum (Neural Parallel Sci. Comput., 1996)

The Behavior of Forgetting Learning in Bidrectional Associative Memory. - Andrew Chi-Sing Leung; Lai-Wan Chan (Neural Comput., 1997)

Transmission of vector quantized data over a noisy channel. - Chi-Sing Leung; Lai-Wan Chan (IEEE Trans. Neural Networks, 1997)

Stability and statistical properties of second-order bidirectional associative memory. - Chi-Sing Leung; Lai-Wan Chan; Edmund Man Kit Lai (IEEE Trans. Neural Networks, 1997)

Yet another algorithm which can generate topography map. - John Sum; Chi-Sing Leung; Lai-Wan Chan; Lei Xu 001 (IEEE Trans. Neural Networks, 1997)

Using recursive least square learning method for principal and minor components analysis. - Arnold Shu-Yan Wong; Kwok-Wo Wong; Chi-Sing Leung (ICASSP, 1998)

Combining PCA and MCA by using recursive least square learning method. - Arnold Shu-Yan Wong; Kwok-Wo Wong; Chi Sing Leung (ICECS, 1998)

Extended Kalman Filter-Based Pruning Method for Recurrent Neural Networks. - John Sum; Lai-Wan Chan; Andrew Chi-Sing Leung; Gilbert H. Young (Neural Comput., 1998)

On-line Successive Synthesis of Wavelet Networks. - Kwok-Wo Wong; Andrew Chi-Sing Leung (Neural Process. Lett., 1998)

An error control scheme for transmission of vector quantization data over noisy channels. - Chi-Sing Leung; Lai-Wan Chan (IEEE Trans. Signal Process., 1998)

Handwritten digit recognition using trace neural network with EKF training algorithm. - Kwok-Wo Wong; Sheng-Jiang Chang; Chi-Sing Leung (ICECS, 1999)

A unified sequential method for PCA. - Arnold Shu-Yan Wong; Kwok-Wo Wong; Chi Sing Leung (ICECS, 1999)

An Adaptive Bayesian Pruning for Neural Networks in a Non-Stationary Environment. - John Sum; Andrew Chi-Sing Leung; Gilbert H. Young; Lai-Wan Chan; Wing-Kay Kan (Neural Comput., 1999)

Design of trellis coded vector quantizers using Kohonen maps. - Andrew Chi-Sing Leung; Lai-Wan Chan (Neural Networks, 1999)

On the regularization of forgetting recursive least square. - Chi-Sing Leung; Gilbert H. Young; John Sum; Wing-Kay Kan (IEEE Trans. Neural Networks, 1999)

Analysis for a class of winner-take-all model. - J. P. F. Sum; Chi-Sing Leung; Peter Kwong-Shun Tam; Gilbert H. Young; Wing-Kay Kan; Lai-Wan Chan (IEEE Trans. Neural Networks, 1999)

On the Kalman filtering method in neural network training and pruning. - John Sum; Chi-Sing Leung; Gilbert H. Young; Wing-Kay Kan (IEEE Trans. Neural Networks, 1999)

A Local Training and Pruning Approach for Neural Networks. - Sheng-Jiang Chang; Andrew Chi-Sing Leung; Kwok-Wo Wong; John Sum (Int. J. Neural Syst., 2000)

Combining DEKF algorithm and trace rule for fast on-line invariance extraction and recognition. - Sheng-Jiang Chang; Kwok-Wo Wong; Andrew Chi-Sing Leung (Pattern Recognit. Lett., 2000)

A pruning method for the recursive least squared algorithm. - Chi-Sing Leung; Kwok-Wo Wong; Pui-Fai Sum; Lai-Wan Chan (Neural Networks, 2001)

Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks. - Chi-Sing Leung; Ah Chung Tsoi; Lai-Wan Chan (IEEE Trans. Neural Networks, 2001)

Handwritten Digit Recognition Using Multi-Layer Feedforward Neural Networks with Periodic and Monotonic Activation Functions. - Kwok-Wo Wong; Chi-Sing Leung; Sheng-Jiang Chang (ICPR (3), 2002)

The plenoptic illumination function. - Tien-Tsin Wong; Chi-Wing Fu; Pheng-Ann Heng; Chi-Sing Leung (IEEE Trans. Multim., 2002)

Data Compression for a Massive Image Data Set in IBMR. - Andrew Chi-Sing Leung; Ping-Man Lam; Tien-Tsin Wong (Computer Graphics International, 2003)

PCA-based compression for image-based relighting. - Pun-Mo Ho; Tien-Tsin Wong; Kwok-Hung Choy; Chi-Sing Leung (ICME, 2003)

A Local Training-Pruning Approach for Recurrent Neural Networks. - Andrew Chi-Sing Leung; Ping-Man Lam (Int. J. Neural Syst., 2003)

Dual extended Kalman filtering in recurrent neural networks. - Chi-Sing Leung; Lai-Wan Chan (Neural Networks, 2003)

An improved sequential method for principal component analysis. - Ze Wang 018; Yin Lee; Simone G. O. Fiori; Andrew Chi-Sing Leung; Yisheng Zhu (Pattern Recognit. Lett., 2003)

An improved optimal bit allocation method for sub-band coding. - Ze Wang 018; Yin Lee; Andrew Chi-Sing Leung; Tien-Tsin Wong; Yisheng Zhu (Pattern Recognit. Lett., 2003)

Compression of illumination-adjustable images. - Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Circuits Syst. Video Technol., 2003)

Analysis on Extended Ant Routing Algorithms for Network Routing and Management. - John Sum; Hong Shen 001; Gilbert H. Young; Jie Wu 001; Chi-Sing Leung (J. Supercomput., 2003)

Analysis on a Mobile Agent-Based Algorithm for Network Routing and Management. - John Sum; Hong Shen 001; Andrew Chi-Sing Leung; Gilbert H. Young (IEEE Trans. Parallel Distributed Syst., 2003)

Analysis and Design of an Agent Searching Algorithm for e-Marketplaces. - Andrew Chi-Sing Leung; John Sum; Hong Shen 001; Jie Wu 001; Gilbert H. Young (Clust. Comput., 2004)

Data compression with spherical wavelets and wavelets for the image-based relighting. - Ze Wang 018; Chi-Sing Leung; Yisheng Zhu; Tien-Tsin Wong (Comput. Vis. Image Underst., 2004)

Modified LMMSE turbo equalization. - Sen Jiang; Li Ping 001; Hong Ping Hong Sun; Chi Sing Leung (IEEE Commun. Lett., 2004)

Eigen-image based compression for the image-based relighting with cascade recursive least squared networks. - Ze Wang 018; Andrew Chi-Sing Leung; Tien-Tsin Wong; Yisheng Zhu (Pattern Recognit., 2004)

A compression method for a massive image data set in image-based rendering. - Ping-Man Lam; Chi-Sing Leung; Tien-Tsin Wong (Signal Process. Image Commun., 2004)

Data compression on the illumination adjustable images by PCA and ICA. - Ze Wang 018; Chi-Sing Leung; Yisheng Zhu; Tien-Tsin Wong (Signal Process. Image Commun., 2004)

Spherical Q2-tree for Sampling Dynamic Environment Sequences. - Liang Wan; Tien-Tsin Wong; Chi-Sing Leung (Rendering Techniques, 2005)

Compressing the illumination-adjustable images with principal component analysis. - Pun-Mo Ho; Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Circuits Syst. Video Technol., 2005)

A Novel Synchronization Scheme for OFDM Over Fading Channels. - Si Ai; Shu-Hung Leung; Chi-Sing Leung (ICASSP (4), 2006)

A Novel Adaptive OFDM Receiver with Second Order Polynomial Nyquist Window Function. - Si Ai; Shu-hung Leung; Chi-Sing Leung; Rongfang Song (ICC, 2006)

Prediction Error of a Fault Tolerant Neural Network. - John Sum; Andrew Chi-Sing Leung; Kevin Ho (ICONIP (1), 2006)

Mean square error analysis of RLS algorithm for WSSUS fading channels. - Xiaolin Shi; Shu-hung Leung; Chi-Sing Leung (ISCAS, 2006)

Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms. - Chi-Sing Leung; Ah Chung Tsoi (Neural Comput. Appl., 2006)

Soft-Decoding SOM for VQ Over Wireless Channels. - Chi-Sing Leung; Herbert Chan; Wai Ho Mow (Neural Process. Lett., 2006)

GPU-friendly rendering for illumination adjustable images. - Tze-Yui Ho; Ping-Man Lam; Chi-Sing Leung; Tien-Tsin Wong (Signal Process. Image Commun., 2006)

An RBF-based compression method for image-based relighting. - Chi-Sing Leung; Tien-Tsin Wong; Ping-Man Lam; Kwok-Hung Choy (IEEE Trans. Image Process., 2006)

Generalized RLS approach to the training of neural networks. - Yong Xu; Kwok-Wo Wong; Chi-Sing Leung (IEEE Trans. Neural Networks, 2006)

Noise-Resistant Fitting for Spherical Harmonics. - Ping-Man Lam; Chi-Sing Leung; Tien-Tsin Wong (IEEE Trans. Vis. Comput. Graph., 2006)

Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise. - Chi-Sing Leung; Pui-Fai Sum; Tien-Tsin Wong (ICONIP (1), 2007)

The Local True Weight Decay Recursive Least Square Algorithm. - Chi-Sing Leung; Kwok-Wo Wong; Yong Xu (ICONIP (1), 2007)

Editorial for ICONIP 2006. - Chi-Sing Leung; Frank H. F. Leung (Neural Comput. Appl., 2007)

Noise-proofing the doubly SH-projected coefficients for synthesizing images under environment lighting. - Ping-Man Lam; Tze-Yui Ho; Chi-Sing Leung; Tien-Tsin Wong (Signal Process. Image Commun., 2007)

Discrete Wavelet Transform on Consumer-Level Graphics Hardware. - Tien-Tsin Wong; Chi-Sing Leung; Pheng-Ann Heng; Jianqing Wang (IEEE Trans. Multim., 2007)

Isocube: Exploiting the Cubemap Hardware. - Liang Wan; Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Vis. Comput. Graph., 2007)

On Weight-Noise-Injection Training. - Kevin Ho; Chi-Sing Leung; John Sum (ICONIP (2), 2008)

Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer. - Chi-Sing Leung; Pui-Fai Sum; Hongjiang Wang (ICONIP (2), 2008)

On Node-Fault-Injection Training of an RBF Network. - John Sum; Chi-Sing Leung; Kevin Ho (ICONIP (2), 2008)

Prediction error of a fault tolerant neural network. - John Sum; Andrew Chi-Sing Leung (Neurocomputing, 2008)

Improved transmission of vector quantized data over noisy channels. - Chi-Sing Leung; John Sum; Herbert Chan (Neural Comput. Appl., 2008)

Parallelization of cellular neural networks on GPU. - Tze-Yui Ho; Ping-Man Lam; Chi-Sing Leung (Pattern Recognit., 2008)

A GPU favor representation method for plenoptic-illumination function based on an efficient spherical partition scheme. - Chi-Sing Leung; Ping-Man Lam; Tien-Tsin Wong (Signal Process. Image Commun., 2008)

A Fault-Tolerant Regularizer for RBF Networks. - Chi-Sing Leung; J. P. F. Sum (IEEE Trans. Neural Networks, 2008)

Intrinsic colorization. - Xiaopei Liu; Liang Wan; Yingge Qu; Tien-Tsin Wong; Stephen Lin 001; Chi-Sing Leung; Pheng-Ann Heng (ACM Trans. Graph., 2008)

Animating animal motion from still. - Xuemiao Xu; Liang Wan; Xiaopei Liu; Tien-Tsin Wong; Liansheng Wang; Chi-Sing Leung (ACM Trans. Graph., 2008)

Fault Tolerant Regularizers for Multilayer Feedforward Networks. - Deng-yu Qiao; Chi-Sing Leung; Pui-Fai Sum (ICONIP (1), 2009)

Decoding Ambisonic Signals to Irregular Loudspeaker Configuration Based on Artificial Neural Networks. - Peter Wai-Ming Tsang; Wai Keung Cheung; Chi-Sing Leung (ICONIP (2), 2009)

The Rhombic Dodecahedron Map: An Efficient Scheme for Encoding Panoramic Video. - Chi-Wing Fu; Liang Wan; Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Multim., 2009)

Efficient Relighting of RBF-Based Illumination Adjustable Images. - Tze-Yui Ho; Chi-Sing Leung; Ping-Man Lam; Tien-Tsin Wong (IEEE Trans. Neural Networks, 2009)

On Objective Function, Regularizer, and Prediction Error of a Learning Algorithm for Dealing With Multiplicative Weight Noise. - J. P. F. Sum; Chi-Sing Leung; Kevin I.-J. Ho (IEEE Trans. Neural Networks, 2009)

Parallelized Implementation of Universal Visual Computer. - Tze-Yui Ho; Ping-Man Lam; Chi-Sing Leung (GPU Pro, 2010)

GPU Color Quantization. - Andrew Chi-Sing Leung; Tze-Yui Ho; Yi Xiao 004 (GPU Pro, 2010)

Scalar Quantizers with Uniform Encoders and Channel-Optimized Decoders for M-PSK Schemes. - Deng-yu Qiao; Wai Ho Mow; Chi-Sing Leung (GLOBECOM, 2010)

Lagrange Programming Neural Networks for Compressive Sampling. - Ping-Man Lam; Chi-Sing Leung; John Sum; Anthony G. Constantinides (ICONIP (2), 2010)

Generalization Error of Faulty MLPs with Weight Decay Regularizer. - Chi-Sing Leung; John Sum; Shue Kwan Mak (ICONIP (2), 2010)

Uniformly sampling multi-resolution analysis for image-based relighting. - Ping-Man Lam; Chi-Sing Leung; Tien-Tsin Wong; Chi-Wing Fu (J. Vis. Commun. Image Represent., 2010)

Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault. - Hongjiang Wang; Chi-Sing Leung; Pui-Fai Sum; Gang Wei (Neural Process. Lett., 2010)

Convergence and objective functions of some fault/noise-injection-based online learning algorithms for RBF networks. - Kevin I.-J. Ho; Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks, 2010)

On the selection of weight decay parameter for faulty networks. - Andrew Chi-Sing Leung; Hongjiang Wang; John Sum (IEEE Trans. Neural Networks, 2010)

All-Frequency Lighting with Multiscale Spherical Radial Basis Functions. - Ping-Man Lam; Tze-Yui Ho; Chi-Sing Leung; Tien-Tsin Wong (IEEE Trans. Vis. Comput. Graph., 2010)

Evolving Mazes from Images. - Liang Wan; Xiaopei Liu; Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Vis. Comput. Graph., 2010)

Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data. - Yau-King Lam; Wuchao Situ; Peter Wai-Ming Tsang; Chi-Sing Leung; Yi Xiao 004 (ICONIP (1), 2011)

Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching. - Yau-King Lam; Peter Wai-Ming Tsang; Chi-Sing Leung (ICONIP (1), 2011)

Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise. - Chi-Sing Leung; John Sum (ICONIP (3), 2011)

Recovery of Sparse Signal from an Analog Network Model. - Chi-Sing Leung; John Sum; Ping-Man Lam; Anthony G. Constantinides (ICONIP (3), 2011)

Analysis on Wang's kWTA with Stochastic Output Nodes. - John Sum; Chi-Sing Leung; Kevin Ho (ICONIP (3), 2011)

Training RBF network to tolerate single node fault. - Kevin Ho; Andrew Chi-Sing Leung; John Sum (Neurocomputing, 2011)

Special issue on ICONIP2009 "Learning algorithm and mathematic modeling". - Chi-Sing Leung (Neurocomputing, 2011)

Regularizers for fault tolerant multilayer feedforward networks. - Shue Kwan Mak; Pui-Fai Sum; Chi-Sing Leung (Neurocomputing, 2011)

The effect of weight fault on associative networks. - Andrew Chi-Sing Leung; Pui-Fai Sum; Kevin Ho (Neural Comput. Appl., 2011)

Decoding ambisonic signals to irregular quad loudspeaker configuration based on hybrid ANN and modified tabu search. - Peter Wai-Ming Tsang; Wai Keung Cheung; Andrew Chi-Sing Leung (Neural Comput. Appl., 2011)

A GPU implementation for LBG and SOM training. - Yi Xiao 004; Andrew Chi-Sing Leung; Tze-Yui Ho; Ping-Man Lam (Neural Comput. Appl., 2011)

Objective Functions of Online Weight Noise Injection Training Algorithms for MLPs. - Kevin Ho; Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks, 2011)

Unicube for Dynamic Environment Mapping. - Tze-Yui Ho; Liang Wan; Chi-Sing Leung; Ping-Man Lam; Tien-Tsin Wong (IEEE Trans. Vis. Comput. Graph., 2011)

Spatiotemporal Sampling of Dynamic Environment Sequences. - Liang Wan; Shue Kwan Mak; Tien-Tsin Wong; Chi-Sing Leung (IEEE Trans. Vis. Comput. Graph., 2011)

Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements. - Chi-Sing Leung; Hing-Cheung So; Frankie K. W. Chan; Anthony G. Constantinides (ICONIP (2), 2012)

On the Objective Function and Learning Algorithm for Concurrent Open Node Fault. - Chi-Sing Leung; Pui-Fai Sum; Kai-Tat Ng (ICONIP (3), 2012)

Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm. - Peter Wai-Ming Tsang; W. C. Situ; Chi-Sing Leung; Kai-Tat Ng (ICONIP (4), 2012)

Optimization of tuning parameters for open node fault regularizer. - Chi-Sing Leung; Pui-Fai Sum; Yuxin Liu 008 (Neurocomputing, 2012)

Editorial for special issue on ICONIP2010 "applications of neural information processing". - Andrew Chi-Sing Leung (Neural Comput. Appl., 2012)

Decouple implementation of weight decay for recursive least square. - Andrew Chi-Sing Leung; Yi Xiao 004; Yong Xu; Kwok-Wo Wong (Neural Comput. Appl., 2012)

Self-organizing map-based color palette for high-dynamic range texture compression. - Yi Xiao 004; Chi-Sing Leung; Ping-Man Lam; Tze-Yui Ho (Neural Comput. Appl., 2012)

RBF Networks Under the Concurrent Fault Situation. - Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks Learn. Syst., 2012)

On-Line Node Fault Injection Training Algorithm for MLP Networks: Objective Function and Convergence Analysis. - John Sum; Chi-Sing Leung; Kevin I.-J. Ho (IEEE Trans. Neural Networks Learn. Syst., 2012)

Convergence Analyses on On-Line Weight Noise Injection-Based Training Algorithms for MLPs. - John Sum; Chi-Sing Leung; Kevin Ho (IEEE Trans. Neural Networks Learn. Syst., 2012)

Analysis on the Convergence Time of Dual Neural Network-Based WTA. - Yi Xiao 004; Yuxin Liu 008; Chi-Sing Leung; Pui-Fai Sum; Kevin Ho (IEEE Trans. Neural Networks Learn. Syst., 2012)

A Graphics Processing Unit Accelerated Genetic Algorithm for Affine Invariant Matching of Broken Contours. - Chi-Sing Leung; Ping-Man Lam; Peter Wai-Ming Tsang; Wuchao Situ (J. Signal Process. Syst., 2012)

Enhanced GPU Accelerated K-Means Algorithm for Gene Clustering Based on a Merging Thread Strategy. - Yau-King Lam; Peter W. M. Tsang; Chi-Sing Leung (ICONIP (2), 2013)

GPU Accelerated Spherical K-Means Training. - Yi Xiao 004; Ruibin Feng; Chi-Sing Leung; Pui-Fai Sum (ICONIP (2), 2013)

Concentric Spherical Representation for Omnidirectional Soft Shadow. - Yi Xiao 004; Chi-Sing Leung; Tze-Yui Ho; Liang Wan; Tien-Tsin Wong (Comput. Graph. Forum, 2013)

PSO-based K-Means clustering with enhanced cluster matching for gene expression data. - Yau-King Lam; Peter Wai-Ming Tsang; Chi-Sing Leung (Neural Comput. Appl., 2013)

Editorial for special issue on ICONIP2011 "Advances in Learning Algorithms". - Chi Sing Leung (Neural Comput. Appl., 2013)

HEALPIX DCT technique for compressing PCA-based illumination adjustable images. - John Sum; Chi-Sing Leung; Ray C. C. Cheung; Tze-Yui Ho (Neural Comput. Appl., 2013)

Example-Based Color Transfer for Gradient Meshes. - Yi Xiao 004; Liang Wan; Chi-Sing Leung; Yu-Kun Lai; Tien-Tsin Wong (IEEE Trans. Multim., 2013)

Effect of Input Noise and Output Node Stochastic on Wang's kWTA. - John Sum; Chi-Sing Leung; Kevin I.-J. Ho (IEEE Trans. Neural Networks Learn. Syst., 2013)

An analog network approach to train RBF networks based on sparse recovery. - Ruibin Feng; Chi-Sing Leung; Anthony G. Constantinides (DSP, 2014)

The Performance of the Stochastic DNN-kWTA Network. - Ruibin Feng; Chi-Sing Leung; Kai-Tat Ng; John Sum (ICONIP (1), 2014)

Tensor Completion Based on Structural Information. - Zi-Fa Han; Ruibin Feng; Longting Huang; Yi Xiao 004; Chi-Sing Leung; Hing-Cheung So (ICONIP (2), 2014)

A Line-Partitioned Heteroassociative Memory for Storing Binary Fresnel Hologram. - Peter Wai-Ming Tsang; Chi-Sing Leung (ICONIP (1), 2014)

Online Learning for Faulty RBF Networks with the Concurrent Fault. - Wai-Yan Wan; Chi-Sing Leung; Zi-Fa Han; Ruibin Feng (ICONIP (1), 2014)

An Improved Fault-Tolerant Objective Function and Learning Algorithm for Training the Radial Basis Function Neural Network. - Ruibin Feng; Yi Xiao 004; Chi-Sing Leung; Peter W. M. Tsang; John Sum (Cogn. Comput., 2014)

Special issue on ICONIP 2012 "Learning Algorithms and Applications". - Chi-Sing Leung; Tingwen Huang (Neurocomputing, 2014)

Recurrent networks for compressive sampling. - Chi-Sing Leung; John Sum; Anthony G. Constantinides (Neurocomputing, 2014)

Lagrange programming neural networks for time-of-arrival-based source localization. - Andrew Chi-Sing Leung; John Sum; Hing-Cheung So; Anthony G. Constantinides; Frankie K. W. Chan (Neural Comput. Appl., 2014)

Realization of Fault Tolerance for Spiking Neural Networks with Particle Swarm Optimization. - Ruibin Feng; Chi-Sing Leung; Peter Wai-Ming Tsang (ICONIP (2), 2015)

Non-Line-of-Sight Mitigation via Lagrange Programming Neural Networks in TOA-Based Localization. - Zi-Fa Han; Chi-Sing Leung; Hing-Cheung So; John Sum; Anthony G. Constantinides (ICONIP (3), 2015)

Lagrange Programming Neural Network for the l_1 -norm Constrained Quadratic Minimization. - Ching Man Lee; Ruibin Feng; Chi-Sing Leung (ICONIP (3), 2015)

Noise on Gradient Systems with Forgetting. - Chang Su; John Sum; Chi-Sing Leung; Kevin I.-J. Ho (ICONIP (3), 2015)

Optimization-Based Gradient Mesh Colour Transfer. - Yi Xiao 004; Liang Wan; Chi-Sing Leung; Yu-Kun Lai; Tien-Tsin Wong (Comput. Graph. Forum, 2015)

Online training and its convergence for faulty networks with multiplicative weight noise. - Zi-Fa Han; Ruibin Feng; Wai-Yan Wan; Chi-Sing Leung (Neurocomputing, 2015)

Editorial for special issue on ICONIP 2013. - Chi Sing Leung (Neurocomputing, 2015)

Waveform Design With Unit Modulus and Spectral Shape Constraints via Lagrange Programming Neural Network. - Junli Liang; Hing Cheung So; Chi-Sing Leung; Jian Li 001; Alfonso Farina (IEEE J. Sel. Top. Signal Process., 2015)

Editorial for Special Issue on ICONIP 2013. - Minho Lee 001; Andrew Chi-Sing Leung (Neural Process. Lett., 2015)

GPU Accelerated Self-Organizing Map for High Dimensional Data. - Yi Xiao 004; Ruibin Feng; Zi-Fa Han; Chi-Sing Leung (Neural Process. Lett., 2015)

Online Training for Open Faulty RBF Networks. - Yi Xiao 004; Ruibin Feng; Chi-Sing Leung; Pui-Fai Sum (Neural Process. Lett., 2015)

Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks. - Ruibin Feng; Chi-Sing Leung; John Sum; Yi Xiao 004 (IEEE Trans. Neural Networks Learn. Syst., 2015)

All-Frequency Direct Illumination with Vectorized Visibility. - Tze-Yui Ho; Yi Xiao 004; Ruibin Feng; Andrew Chi-Sing Leung; Tien-Tsin Wong (IEEE Trans. Vis. Comput. Graph., 2015)

Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units. - Ruibin Feng; Chi-Sing Leung; John Sum (ICONIP (4), 2016)

Fault-Tolerant Incremental Learning for Extreme Learning Machines. - Ho-Chun Leung; Chi-Sing Leung; Eric W. M. Wong (ICONIP (2), 2016)

A Robust TOA Source Localization Algorithm Based on LPNN. - Hao Wang 075; Ruibin Feng; Chi-Sing Leung (ICONIP (1), 2016)

LCA based RBF training algorithm for the concurrent fault situation. - Ruibin Feng; Chi-Sing Leung; Anthony G. Constantinides (Neurocomputing, 2016)

Objective Function and Learning Algorithm for the General Node Fault Situation. - Yi Xiao 004; Ruibin Feng; Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks Learn. Syst., 2016)

Lagrange Programming Neural Network Approach for Target Localization in Distributed MIMO Radar. - Junli Liang; Chi-Sing Leung; Hing Cheung So (IEEE Trans. Signal Process., 2016)

A Lagrange Programming Neural Network Approach for Robust Ellipse Fitting. - Hao Wang 075; Ruibin Feng; Chi-Sing Leung; Hing-Cheung So (ICONIP (3), 2017)

A Generalized I-ELM Algorithm for Handling Node Noise in Single-Hidden Layer Feedforward Networks. - Hiu Tung Wong; Chi-Sing Leung; Sam Kwong (ICONIP (1), 2017)

Noise Resistant Training for Extreme Learning Machine. - Yik Lam Lui; Hiu Tung Wong; Chi-Sing Leung; Sam Kwong (ISNN (2), 2017)

Properties and learning algorithms for faulty RBF networks with coexistence of weight and node failures. - Ruibin Feng; Zi-Fa Han; Wai-Yan Wan; Chi-Sing Leung (Neurocomputing, 2017)

Special issue on ACML 2015. - Chi Sing Leung (Neurocomputing, 2017)

Extreme Learning Machine for Estimating Blocking Probability of Bufferless OBS/OPS Networks. - Ho-Chun Leung; Chi Sing Leung; Eric W. M. Wong; Shuo Li 003 (JOCN, 2017)

Sparse and Truncated Nuclear Norm Based Tensor Completion. - Zi-Fa Han; Chi-Sing Leung; Long-Ting Huang; Hing-Cheung So (Neural Process. Lett., 2017)

Editorial for Special Issue on ICONIP 2014. - John Sum; Andrew Chi-Sing Leung (Neural Process. Lett., 2017)

Lagrange Programming Neural Network for Nondifferentiable Optimization Problems in Sparse Approximation. - Ruibin Feng; Chi-Sing Leung; Anthony G. Constantinides; Wen-Jun Zeng (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Regularizer Approach for RBF Networks Under the Concurrent Weight Failure Situation. - Chi-Sing Leung; Wai-Yan Wan; Ruibin Feng (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Robust LPNN Technique for Target Localization Under Hybrid TOA/AOA Measurements. - Muideen Adegoke; Andrew Chi-Sing Leung; John Sum (ICONIP (2), 2018)

Fault-Resistant Algorithms for Single Layer Neural Networks. - Muideen Adegoke; Andrew Chi-Sing Leung; John Sum (ICONIP (2), 2018)

MCP Based Noise Resistant Algorithm for Training RBF Networks and Selecting Centers. - Hao Wang 075; Andrew Chi-Sing Leung; John Sum (ICONIP (2), 2018)

Lagrange Programming Neural Network Approaches for Robust Time-of-Arrival Localization. - Hao Wang 075; Ruibin Feng; Andrew Chi-Sing Leung; Kim Fung Tsang (Cogn. Comput., 2018)

Fast L1-Minimization Algorithm for Sparse Approximation Based on an Improved LPNN-LCA framework. - Hao Wang 075; Ruibin Feng; Chi-Sing Leung (CoRR, 2018)

l0-norm Based Centers Selection for Failure Tolerant RBF Networks. - Hao Wang 075; Chi-Sing Leung; Hing-Cheung So; Ruibin Feng; Zi-Fa Han (CoRR, 2018)

Scribble-based gradient mesh recoloring. - Liang Wan; Yi Xiao 004; Ning Dou; Chi-Sing Leung; Yu-Kun Lai (Multim. Tools Appl., 2018)

An analog neural network approach for the least absolute shrinkage and selection operator problem. - Hao Wang 075; Ching Man Lee; Ruibin Feng; Chi Sing Leung (Neural Comput. Appl., 2018)

Robustness Analysis on Dual Neural Network-based k WTA With Input Noise. - Ruibin Feng; Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks Learn. Syst., 2018)

Augmented Lagrange Programming Neural Network for Localization Using Time-Difference-of-Arrival Measurements. - Zi-Fa Han; Chi Sing Leung; Hing-Cheung So; Anthony G. Constantinides (IEEE Trans. Neural Networks Learn. Syst., 2018)

On Wang k WTA With Input Noise, Output Node Stochastic, and Recurrent State Noise. - John Sum; Chi-Sing Leung; Kevin I.-J. Ho (IEEE Trans. Neural Networks Learn. Syst., 2018)

ADMM-Based Algorithm for Training Fault Tolerant RBF Networks and Selecting Centers. - Hao Wang 075; Ruibin Feng; Zi-Fa Han; Chi-Sing Leung (IEEE Trans. Neural Networks Learn. Syst., 2018)

Summed Area Tables for Cube Maps. - Yi Xiao 004; Tze-Yui Ho; Chi-Sing Leung (IEEE Trans. Vis. Comput. Graph., 2018)

Interactive Deep Colorization Using Simultaneous Global and Local Inputs. - Yi Xiao 004; Peiyao Zhou; Yan Zheng; Chi-Sing Leung (ICASSP, 2019)

Fault Tolerant Broad Learning System. - Muideen Adegoke; Chi-Sing Leung; John Sum (ICONIP (4), 2019)

Analysis on Dropout Regularization. - John Sum; Chi-Sing Leung (ICONIP (5), 2019)

Explicit Center Selection and Training for Fault Tolerant RBF Networks. - Hiu Tung Wong; Zhenni Wang; Chi-Sing Leung; John Sum (ICONIP (2), 2019)

Fault and Noise Tolerance in the Incremental Extreme Learning Machine. - Ho-Chun Leung; Chi Sing Leung; Eric Wing Ming Wong (IEEE Access, 2019)

Enhancement of Extreme Learning Machine for Estimating Blocking Probability of OCS Networks With Fixed-Alternate Routing. - Shuo Li 003; Ho-Chun Leung; Eric Wing Ming Wong; Chi Sing Leung (IEEE Access, 2019)

An ℓ0-Norm-Based Centers Selection for Failure Tolerant RBF Networks. - Hao Wang 075; Zhanglei Shi; Hiu Tung Wong; Chi-Sing Leung; Hing Cheung So; Ruibin Feng (IEEE Access, 2019)

Seamless Mipmap Filtering for Dual Paraboloid Maps. - Zhenni Wang; Tze-Yui Ho; Chi Sing Leung; Eric Wing Ming Wong (Comput. Graph. Forum, 2019)

Orthogonal least squares based center selection for fault-tolerant RBF networks. - Jing Dong 001; Yuxin Zhao 001; Chang Liu; Zi-Fa Han; Chi-Sing Leung (Neurocomputing, 2019)

Robust ellipse fitting via alternating direction method of multipliers. - Junli Liang; Pengliang Li; Deyun Zhou; Hing-Cheung So; Ding Liu; Chi-Sing Leung; Liansheng Sui (Signal Process., 2019)

Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise. - John Sum; Chi-Sing Leung (IEEE Trans. Neural Networks Learn. Syst., 2019)

Convergence of Mini-Batch Learning for Fault Aware RBF Networks. - Ersi Cha; Chi-Sing Leung; Eric Wing Ming Wong (ICONIP (5), 2020)

Analysis on the Boltzmann Machine with Random Input Drifts in Activation Function. - Wenhao Lu; Chi-Sing Leung; John Sum (ICONIP (3), 2020)

Constrained Center Loss for Image Classification. - Zhanglei Shi; Hao Wang 075; Chi-Sing Leung; John Sum (ICONIP (5), 2020)

Robust ellipse fitting based on Lagrange programming neural network and locally competitive algorithm. - Zhanglei Shi; Hao Wang 075; Chi-Sing Leung; Hing Cheung So; Junli Liang; Kim Fung Tsang; Anthony G. Constantinides (Neurocomputing, 2020)

GPU-accelerated 2D OTSU and 2D entropy-based thresholding. - Xianyi Zhu; Yi Xiao 004; Guanghua Tan; Shizhe Zhou; Chi-Sing Leung; Yan Zheng (J. Real Time Image Process., 2020)

A Limitation of Gradient Descent Learning. - John Sum; Chi-Sing Leung; Kevin Ho (IEEE Trans. Neural Networks Learn. Syst., 2020)

Edge-Aware Multi-Scale Progressive Colorization. - Jun Xia; Guanghua Tan; Yi Xiao 004; Fangqiang Xu; Chi-Sing Leung (ICASSP, 2021)

A Fault Aware Broad Learning System for Concurrent Network Failure Situations. - Muideen Adegoke; Hiu Tung Wong; Chi Sing Leung (IEEE Access, 2021)

All Frequency Direct Illumination Using Visibility Correspondence Generated With Spherical Voronoi Diagrams. - Ho-Chun Leung; Zhenni Wang; Tze-Yui Ho; Chi Sing Leung; Eric Wing Ming Wong (IEEE Access, 2021)

Analysis on Noisy Boltzmann Machines and Noisy Restricted Boltzmann Machines. - Wenhao Lu; Chi-Sing Leung; John Sum (IEEE Access, 2021)

Evaluating Non-Hierarchical Overflow Loss Systems Using Teletraffic Theory and Neural Networks. - Yin-Chi Chan; Eric W. M. Wong; Chi Sing Leung (IEEE Commun. Lett., 2021)

Theoretical analysis and image reconstruction for multi-bit quanta image sensors. - Hiu Tung Wong; Chi-Sing Leung; Derek Ho (Signal Process., 2021)

Histogram-Guided Semantic-Aware Colorization. - Jie Zhang; Yi Xiao 004; Guo Chen; Qingping Sun; Fangqiang Xu; Chi-Sing Leung (ICASSP, 2022)

Lagrange Programming Neural Networks for Sparse Portfolio Design. - Hao Wang 075; Desmond Hui; Chi-Sing Leung (ICONIP (2), 2022)

Effect of Logistic Activation Function and Multiplicative Input Noise on DNN-kWTA Model. - Wenhao Lu; Chi-Sing Leung; John Sum (ICONIP (4), 2022)

A Robust ELM Algorithm for Compensating the Effect of Node Fault and Weight Noise. - Muideen Adegoke; Yuqi Xiao; Chi-Sing Leung; Kwok Wa Leung (SCDM, 2022)

Noise/fault aware regularization for incremental learning in extreme learning machines. - Hiu Tung Wong; Ho-Chun Leung; Chi-Sing Leung; Eric Wing Ming Wong (Neurocomputing, 2022)

Convergence analysis on the deterministic mini-batch learning algorithm for noise resilient radial basis function networks. - Hiu Tung Wong; Chi-Sing Leung; Sam Kwong (Int. J. Mach. Learn. Cybern., 2022)

DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units. - Wenhao Lu; Chi-Sing Leung; John Sum; Yi Xiao 004 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Interactive Deep Colorization and its Application for Image Compression. - Yi Xiao 004; Jin Wu; Jie Zhang; Peiyao Zhou; Yan Zheng; Chi-Sing Leung; Ladislav Kavan (IEEE Trans. Vis. Comput. Graph., 2022)

Semantic-Aware Gated Fusion Network For Interactive Colorization. - Jie Zhang; Yi Xiao 004; Yan Zheng; Zhenni Wang; Chi-Sing Leung (ICASSP, 2023)

A Revamped Sparse Index Tracker Leveraging K-Sparsity and Reduced Portfolio Reshuffling. - Yiu Yu Chan; Chi-Sing Leung (ICONIP (12), 2023)

Robust Iterative Hard Thresholding Algorithm for Fault Tolerant RBF Network. - Jiajie Mai; Chi-Sing Leung (ICONIP (7), 2023)

A Distributed kWTA for Decentralized Auctions. - Gary Sum; John Sum; Andrew Chi-Sing Leung; Janet C. C. Chang (ICONIP (8), 2023)

Learning Dense UV Completion for 3D Human Mesh Recovery. - Qingping Sun; Yanjun Wang; Zhenni Wang; Chi-Sing Leung (ICONIP (9), 2023)

Maximum Correntropy Criterion With Variable Center for Robust Passive Multistatic Localization. - Keyuan Hu; Wenxin Xiong; Jiajun He 001; Chi-Sing Leung; Hing Cheung So (IEEE Signal Process. Lett., 2023)

A Local Correspondence-Aware Hybrid CNN-GCN Model for Single-Image Human Body Reconstruction. - Qingping Sun; Yi Xiao 004; Jie Zhang; Shizhe Zhou; Chi-Sing Leung; Xin Su 004 (IEEE Trans. Multim., 2023)

Constrained Center Loss for Convolutional Neural Networks. - Zhanglei Shi; Hao Wang 075; Chi-Sing Leung (IEEE Trans. Neural Networks Learn. Syst., 2023)

Formal convergence analysis on deterministic ℓ1-regularization based mini-batch learning for RBF networks. - Zhaofeng Liu; Chi-Sing Leung; Hing Cheung So (Neurocomputing, 2023)

Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm. - John Sum; Chi-Sing Leung (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Globally Stable LPNN Model for Sparse Approximation. - Hao Wang 075; Ruibin Feng; Chi-Sing Leung; John Sum; Anthony G. Constantinides (IEEE Trans. Neural Networks Learn. Syst., 2023)

Phase retrieval via Lagrange programming neural network. - Yang Jing; Xuhui Fan 002; Jian Li 001; Hing Cheung So; Chi-Sing Leung (Digit. Signal Process., 2023)

Two analog neural models with the controllability on number of assets for sparse portfolio design. - Hao Wang 075; Chi-Sing Leung; Andy Hau-Ping Chan; Anthony G. Constantinides; Wenming Cao 001 (Neurocomputing, 2023)

Two noise tolerant incremental learning algorithms for single layer feed-forward neural networks. - Muideen Adegoke; Hiu Tung Wong; Andrew Chi-Sing Leung; John Sum (J. Ambient Intell. Humaniz. Comput., 2023)

Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ0-Norm Minimization. - Xiao Peng Li 005; Zhanglei Shi; Chi-Sing Leung; Hing Cheung So (IEEE Trans. Neural Networks Learn. Syst., 2023)

AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation. - Qingping Sun; Yanjun Wang; Ailing Zeng; Wanqi Yin; Chen Wei; Wenjia Wang; Haiyi Mei; Chi-Sing Leung; Ziwei Liu 002; Lei Yang 059; Zhongang Cai (CVPR, 2024)

Robust Noise Tolerant Algorithm for Randomized Neural Network. - Wenjie Lei; Chi-Sing Leung; Kwok Wa Leung (ICONIP (2), 2024)

A Leaky Wang kWTA. - John Sum; Andrew Chi-Sing Leung; Janet C. C. Chang (ICONIP (4), 2024)

Outlier-Robust Range-Based Method for Estimating the Location and Velocity of a Moving Source Using LPNN. - Wenxin Xiong; Keyuan Hu; Jiajun He 001; Chi-Sing Leung; Hing Cheung So; John Sum (ICONIP (2), 2024)

Integrating teletraffic theory with neural networks for quality-of-service evaluation in mobile networks. - Yin-Chi Chan; Jingjin Wu; Eric W. M. Wong; Chi Sing Leung (Appl. Soft Comput., 2024)

D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding. - Xiaobao Song; Hao Wang 075; Liwei Deng; Yuxin He; Wenming Cao 001; Chi-Sing Leung (CoRR, 2024)

An ADMM approach for elliptic positioning in non-line-of-sight environments. - Wenxin Xiong; Jiajun He 001; Hing Cheung So; Chi-Sing Leung (Digit. Signal Process., 2024)

Sparse recovery under nonnegativity and sum-to-one constraints. - Xiao Peng Li 005; Chi-Sing Leung; Hing Cheung So (Inf. Sci., 2024)

Projected gradient descent method for cardinality-constrained portfolio optimization. - Xiao-Peng Li 005; Zhang-Lei Shi; Chi-Sing Leung; Hing Cheung So (J. Frankl. Inst., 2024)

ℓp-norm minimization for outlier-resistant elliptic positioning in α-stable impulsive interference. - Wenxin Xiong; Jiajun He 001; Hing Cheung So; Junli Liang; Chi-Sing Leung (J. Frankl. Inst., 2024)

A semidefinite programming approach for robust elliptic localization. - Wenxin Xiong; Yuming Chen; Jiajun He 001; Zhang-Lei Shi; Keyuan Hu; Hing Cheung So; Chi-Sing Leung (J. Frankl. Inst., 2024)

Generalized M-sparse algorithms for constructing fault tolerant RBF networks. - Hiu-Tung Wong; Jiajie Mai; Zhenni Wang; Chi-Sing Leung (Neural Networks, 2024)

Robust noise-aware algorithm for randomized neural network and its convergence properties. - Yuqi Xiao; Muideen Adegoke; Chi-Sing Leung; Kwok Wa Leung (Neural Networks, 2024)

Sparse Unmixing in the Presence of Mixed Noise Using ℓ0-Norm Constraint and Log-Cosh Loss. - Yiu Yu Chan; Xiao Peng Li 005; Jiajie Mai; Chi-Sing Leung; Hing Cheung So (IEEE Trans. Geosci. Remote. Sens., 2024)

Robust 3-D AOA Localization Based on Maximum Correntropy Criterion With Variable Center. - Keyuan Hu; Wenxin Xiong; Zhi-Yong Wang; Hing Cheung So; Chi-Sing Leung (IEEE Trans. Signal Process., 2024)

Real-Time Lighting Effects for Consumer-Grade Mobile Graphics Hardware. - Qingping Sun; Zhenni Wang; Chi-Sing Leung; Yi Xiao 004 (IEEE Trans. Consumer Electron., 2024)

Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers. - Zhanglei Shi; Xiao Peng Li 005; Chi-Sing Leung; Hing Cheung So (IEEE Trans. Neural Networks Learn. Syst., 2024)

Image Classification on Hypersphere Loss. - Hao Wang 075; Jinpeng Cao; Zhanglei Shi; Chi-Sing Leung; Ruibin Feng; Wenming Cao 001; Yuxin He (IEEE Trans. Ind. Informatics, 2024)

Influence of Imperfections on the Operational Correctness of DNN-kWTA Model. - Wenhao Lu; Chi-Sing Leung; John Sum (IEEE Trans. Neural Networks Learn. Syst., 2024)

Robust Multidimensional Similarity Analysis for IoT Localization With SαS Distributed Errors. - Wenxin Xiong; Jiajun He 001; Keyuan Hu; Hing Cheung So; Chi-Sing Leung (IEEE Internet Things J., 2024)

Temporal vectorized visibility for direct illumination of animated models. - Zhenni Wang; Tze-Yui Ho; Yi Xiao 004; Chi Sing Leung (Comput. Vis. Media, 2024)

Effect of Time-Varying Multiplicative Noise on DNN-kWTA Model. - Wenhao Lu; Yuanjin Zheng; Chi-Sing Leung (IEEE Trans. Neural Networks Learn. Syst., 2024)

Formal analysis on the DNN-kWTA model with non-ideal transfer function and noisy integrator. - Wenhao Lu; Yuanjin Zheng; Chi-Sing Leung (Neurocomputing, 2025)

Constructing RBF network based on interference robust projected gradient. - Jiajie Mai; Chi-Sing Leung; Eric W. M. Wong (J. Frankl. Inst., 2025)

Interactive Video Colorization With Memory Units and Feature Correction. - Jie Zhang; Yi Xiao 004; Jinhao Qiao; Qingping Sun; Yan Zheng; Chi-Sing Leung (IEEE Trans. Consumer Electron., 2025)

Robust Tensor Ring Decomposition for Urban Traffic Data Imputation. - Linfang Yu; Chenyu Guan; Hao Wang 075; Yuxin He; Wenming Cao 001; Chi-Sing Leung (IEEE Trans. Intell. Transp. Syst., 2025)

Locating a Moving Source With Unknown Constant Velocity During a Short Period of Asynchronous TOA Collection. - Wenxin Xiong; Jiajun He 001; Keyuan Hu; Zhenni Wang; Hing Cheung So; Chi-Sing Leung (IEEE Trans. Veh. Technol., 2025)

An open-set image classification algorithm based on hardness-aware angular margin loss and label noise filtering. - Jinpeng Cao; Hao Wang 075; Wei Zhang 103; Shichao Ren; Chi-Sing Leung (Appl. Intell., 2025)