Chi-Sing Leung

208 papers A* 5A 1B 1C 1Misc 5Journal 133Unranked 54
YearRankTypeTitle / Venue / Authors
2026 A* conf
CoNode: Visualizing Workflows for Knowledge Reuse and Recombination in Team-AI Collaborative Design.
CHI
Yang Zhou, Yi Xiao, Guangpeng Wei, Suxiang Ling, Ruoxuan Ma, Chi-Sing Leung
2026 J jnl
HumaniNet: A Dual-Branch Neural Framework for Predicting User Emotional Responses in Humanoid Characters.
IEEE Trans. Consumer Electron.
Xiner Li, Yi Xiao, Yan Zheng, Jie Zhang, Chi-Sing Leung
2026 A* conf
InspirationGraph for Progressive Design Space Exploration.
CHI
Suxiang Ling, Yi Xiao, Yang Zhou, Ruoxuan Ma, Guangpeng Wei, Chi-Sing Leung
2026 J jnl
Machine Learning-Driven Prediction of Intensive Care Units Mortality and Length of Stay: A 11-Year Retrospective Study in Hong Kong Public Hospitals.
J. Medical Syst.
Ying Zhao, Xincheng Shu, Chi-Sing Leung, Eric W. M. Wong, Qi Xuan, Kar-Lung Lee, Anne Leung, Lowell Ling, Hoi-Ping Shum, Wing-Lun Wan, Pauline Yeung Ng, Tsz-Kin Yim, Wai-Ming Tang, Kenny King-Chung Chan, Gavin Joynt
2026 A* conf
RPGAgent: Driving Coherent Story-to-Play Generation with an LLM-Based Multi-Agent System.
CHI
Shunan Zhang, Yi Xiao, Ruoxuan Ma, Chi-Sing Leung
2025 J jnl
A Fast Distributed Algorithm for Uniform Price Auction with Bidding Information Protection.
Comput.
John Sum, Chi-Sing Leung, Janet C. C. Chang
2025 J jnl
A Fast Wang kWTA With Application in Sealed-Bid Uniform Price Auction.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Janet C. C. Chang
2025 J jnl
An open-set image classification algorithm based on hardness-aware angular margin loss and label noise filtering.
Appl. Intell.
Jinpeng Cao, Hao Wang, Wei Zhang, Shichao Ren, Chi-Sing Leung
2025 J jnl
Analysis and Design of a Distributed kWTA With Application in Sealed-Bid Auctions With Bidding Price Privacy Protection.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Janet C. C. Chang
2025 A* conf
ColorDiffuser: Video Colorization with Pretrained Text-to-Image Diffusion Models.
ACM Multimedia
Hanyuan Liu, Minshan Xie, Jinbo Xing, Chengze li, Chi-Sing Leung, Tien-Tsin Wong
2025 J jnl
Constructing RBF network based on interference robust projected gradient.
J. Frankl. Inst.
Jiajie Mai, Chi-Sing Leung, Eric W. M. Wong
2025 J jnl
Formal analysis on the DNN-kWTA model with non-ideal transfer function and noisy integrator.
Neurocomputing
Wenhao Lu, Yuanjin Zheng, Chi-Sing Leung
2025 J jnl
Interactive Video Colorization With Memory Units and Feature Correction.
IEEE Trans. Consumer Electron.
Jie Zhang, Yi Xiao, Jinhao Qiao, Qingping Sun, Yan Zheng, Chi-Sing Leung
2025 J jnl
Locating a Moving Source With Unknown Constant Velocity During a Short Period of Asynchronous TOA Collection.
IEEE Trans. Veh. Technol.
Wenxin Xiong, Jiajun He, Keyuan Hu, Zhenni Wang, Hing Cheung So, Chi-Sing Leung
2025 — conf
Multi-information Fusion Unsupervised Feature Selection.
ICONIP (4)
Pu Zhou, Hao Wang, Chi-Sing Leung, Yuxin He
2025 J jnl
Robust Fault-Aware Extreme Learning Machine Based on Maximum Correntropy.
IEEE Trans. Neural Networks Learn. Syst.
Yuqi Xiao, Muideen Adegoke, Chi-Sing Leung, Kwok Wa Leung
2025 J jnl
Robust Tensor Ring Decomposition for Urban Traffic Data Imputation.
IEEE Trans. Intell. Transp. Syst.
Linfang Yu, Chenyu Guan, Hao Wang, Yuxin He, Wenming Cao, Chi-Sing Leung
2024 J jnl
A semidefinite programming approach for robust elliptic localization.
J. Frankl. Inst.
Wenxin Xiong, Yuming Chen, Jiajun He, Zhang-Lei Shi, Keyuan Hu, Hing Cheung So, Chi-Sing Leung
2024 A* conf
AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation.
CVPR
Qingping Sun, Yanjun Wang, Ailing Zeng, Wanqi Yin, Chen Wei, Wenjia Wang, Haiyi Mei, Chi-Sing Leung, Ziwei Liu, Lei Yang, Zhongang Cai
2024 J jnl
An ADMM approach for elliptic positioning in non-line-of-sight environments.
Digit. Signal Process.
Wenxin Xiong, Jiajun He, Hing Cheung So, Chi-Sing Leung
2024 J jnl
Cardinality Constrained Portfolio Optimization via Alternating Direction Method of Multipliers.
IEEE Trans. Neural Networks Learn. Syst.
Zhanglei Shi, Xiao Peng Li, Chi-Sing Leung, Hing Cheung So
2024 J jnl
D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding.
CoRR
Xiaobao Song, Hao Wang, Liwei Deng, Yuxin He, Wenming Cao, Chi-Sing Leung
2024 J jnl
Effect of Time-Varying Multiplicative Noise on DNN-kWTA Model.
IEEE Trans. Neural Networks Learn. Syst.
Wenhao Lu, Yuanjin Zheng, Chi-Sing Leung
2024 J jnl
Generalized M-sparse algorithms for constructing fault tolerant RBF networks.
Neural Networks
Hiu-Tung Wong, Jiajie Mai, Zhenni Wang, Chi-Sing Leung
2024 J jnl
Image Classification on Hypersphere Loss.
IEEE Trans. Ind. Informatics
Hao Wang, Jinpeng Cao, Zhanglei Shi, Chi-Sing Leung, Ruibin Feng, Wenming Cao, Yuxin He
2024 J jnl
Influence of Imperfections on the Operational Correctness of DNN-kWTA Model.
IEEE Trans. Neural Networks Learn. Syst.
Wenhao Lu, Chi-Sing Leung, John Sum
2024 — conf
Outlier-Robust Range-Based Method for Estimating the Location and Velocity of a Moving Source Using LPNN.
ICONIP (2)
Wenxin Xiong, Keyuan Hu, Jiajun He, Chi-Sing Leung, Hing Cheung So, John Sum
2024 J jnl
Projected gradient descent method for cardinality-constrained portfolio optimization.
J. Frankl. Inst.
Xiao-Peng Li, Zhang-Lei Shi, Chi-Sing Leung, Hing Cheung So
2024 J jnl
Real-Time Lighting Effects for Consumer-Grade Mobile Graphics Hardware.
IEEE Trans. Consumer Electron.
Qingping Sun, Zhenni Wang, Chi-Sing Leung, Yi Xiao
2024 J jnl
Robust 3-D AOA Localization Based on Maximum Correntropy Criterion With Variable Center.
IEEE Trans. Signal Process.
Keyuan Hu, Wenxin Xiong, Zhi-Yong Wang, Hing Cheung So, Chi-Sing Leung
2024 J jnl
Robust Multidimensional Similarity Analysis for IoT Localization With SαS Distributed Errors.
IEEE Internet Things J.
Wenxin Xiong, Jiajun He, Keyuan Hu, Hing Cheung So, Chi-Sing Leung
2024 — conf
Robust Noise Tolerant Algorithm for Randomized Neural Network.
ICONIP (2)
Wenjie Lei, Chi-Sing Leung, Kwok Wa Leung
2024 J jnl
Robust noise-aware algorithm for randomized neural network and its convergence properties.
Neural Networks
Yuqi Xiao, Muideen Adegoke, Chi-Sing Leung, Kwok Wa Leung
2024 J jnl
Sparse Unmixing in the Presence of Mixed Noise Using ℓ
IEEE Trans. Geosci. Remote. Sens.
Yiu Yu Chan, Xiao Peng Li, Jiajie Mai, Chi-Sing Leung, Hing Cheung So
2024 J jnl
Sparse recovery under nonnegativity and sum-to-one constraints.
Inf. Sci.
Xiao Peng Li, Chi-Sing Leung, Hing Cheung So
2024 J jnl
ℓp-norm minimization for outlier-resistant elliptic positioning in α-stable impulsive interference.
J. Frankl. Inst.
Wenxin Xiong, Jiajun He, Hing Cheung So, Junli Liang, Chi-Sing Leung
2023 J jnl
A Globally Stable LPNN Model for Sparse Approximation.
IEEE Trans. Neural Networks Learn. Syst.
Hao Wang, Ruibin Feng, Chi-Sing Leung, John Sum, Anthony G. Constantinides
2023 J jnl
A Local Correspondence-Aware Hybrid CNN-GCN Model for Single-Image Human Body Reconstruction.
IEEE Trans. Multim.
Qingping Sun, Yi Xiao, Jie Zhang, Shizhe Zhou, Chi-Sing Leung, Xin Su
2023 — conf
A Revamped Sparse Index Tracker Leveraging K-Sparsity and Reduced Portfolio Reshuffling.
ICONIP (12)
Yiu Yu Chan, Chi-Sing Leung
2023 J jnl
Constrained Center Loss for Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Zhanglei Shi, Hao Wang, Chi-Sing Leung
2023 J jnl
Formal convergence analysis on deterministic ℓ1-regularization based mini-batch learning for RBF networks.
Neurocomputing
Zhaofeng Liu, Chi-Sing Leung, Hing Cheung So
2023 — conf
Learning Dense UV Completion for 3D Human Mesh Recovery.
ICONIP (9)
Qingping Sun, Yanjun Wang, Zhenni Wang, Chi-Sing Leung
2023 J jnl
Maximum Correntropy Criterion With Variable Center for Robust Passive Multistatic Localization.
IEEE Signal Process. Lett.
Keyuan Hu, Wenxin Xiong, Jiajun He, Chi-Sing Leung, Hing Cheung So
2023 J jnl
Phase retrieval via Lagrange programming neural network.
Digit. Signal Process.
Yang Jing, Xuhui Fan, Jian Li, Hing Cheung So, Chi-Sing Leung
2023 J jnl
Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung
2023 — conf
Robust Iterative Hard Thresholding Algorithm for Fault Tolerant RBF Network.
ICONIP (7)
Jiajie Mai, Chi-Sing Leung
2023 Misc conf
Semantic-Aware Gated Fusion Network For Interactive Colorization.
ICASSP
Jie Zhang, Yi Xiao, Yan Zheng, Zhenni Wang, Chi-Sing Leung
2023 J jnl
Sparse Index Tracking With K-Sparsity or ϵ-Deviation Constraint via ℓ
IEEE Trans. Neural Networks Learn. Syst.
Xiao Peng Li, Zhanglei Shi, Chi-Sing Leung, Hing Cheung So
2023 J jnl
Two analog neural models with the controllability on number of assets for sparse portfolio design.
Neurocomputing
Hao Wang, Chi-Sing Leung, Andy Hau-Ping Chan, Anthony G. Constantinides, Wenming Cao
2022 — conf
A Robust ELM Algorithm for Compensating the Effect of Node Fault and Weight Noise.
SCDM
Muideen Adegoke, Yuqi Xiao, Chi-Sing Leung, Kwok Wa Leung
2022 J jnl
Convergence analysis on the deterministic mini-batch learning algorithm for noise resilient radial basis function networks.
Int. J. Mach. Learn. Cybern.
Hiu Tung Wong, Chi-Sing Leung, Sam Kwong
2022 J jnl
DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units.
IEEE Trans. Neural Networks Learn. Syst.
Wenhao Lu, Chi-Sing Leung, John Sum, Yi Xiao
2022 — conf
Effect of Logistic Activation Function and Multiplicative Input Noise on DNN-kWTA Model.
ICONIP (4)
Wenhao Lu, Chi-Sing Leung, John Sum
2022 Misc conf
Histogram-Guided Semantic-Aware Colorization.
ICASSP
Jie Zhang, Yi Xiao, Guo Chen, Qingping Sun, Fangqiang Xu, Chi-Sing Leung
2022 J jnl
Interactive Deep Colorization and its Application for Image Compression.
IEEE Trans. Vis. Comput. Graph.
Yi Xiao, Jin Wu, Jie Zhang, Peiyao Zhou, Yan Zheng, Chi-Sing Leung, Ladislav Kavan
2022 — conf
Lagrange Programming Neural Networks for Sparse Portfolio Design.
ICONIP (2)
Hao Wang, Desmond Hui, Chi-Sing Leung
2022 J jnl
Noise/fault aware regularization for incremental learning in extreme learning machines.
Neurocomputing
Hiu Tung Wong, Ho-Chun Leung, Chi-Sing Leung, Eric Wing Ming Wong
2021 J jnl
Analysis on Noisy Boltzmann Machines and Noisy Restricted Boltzmann Machines.
IEEE Access
Wenhao Lu, Chi-Sing Leung, John Sum
2021 Misc conf
Edge-Aware Multi-Scale Progressive Colorization.
ICASSP
Jun Xia, Guanghua Tan, Yi Xiao, Fangqiang Xu, Chi-Sing Leung
2021 J jnl
Theoretical analysis and image reconstruction for multi-bit quanta image sensors.
Signal Process.
Hiu Tung Wong, Chi-Sing Leung, Derek Ho
2020 J jnl
A Limitation of Gradient Descent Learning.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Kevin Ho
2020 — conf
Analysis on the Boltzmann Machine with Random Input Drifts in Activation Function.
ICONIP (3)
Wenhao Lu, Chi-Sing Leung, John Sum
2020 — conf
Constrained Center Loss for Image Classification.
ICONIP (5)
Zhanglei Shi, Hao Wang, Chi-Sing Leung, John Sum
2020 — conf
Convergence of Mini-Batch Learning for Fault Aware RBF Networks.
ICONIP (5)
Ersi Cha, Chi-Sing Leung, Eric Wing Ming Wong
2020 J jnl
GPU-accelerated 2D OTSU and 2D entropy-based thresholding.
J. Real Time Image Process.
Xianyi Zhu, Yi Xiao, Guanghua Tan, Shizhe Zhou, Chi-Sing Leung, Yan Zheng
2020 J jnl
Robust ellipse fitting based on Lagrange programming neural network and locally competitive algorithm.
Neurocomputing
Zhanglei Shi, Hao Wang, Chi-Sing Leung, Hing Cheung So, Junli Liang, Kim Fung Tsang, Anthony G. Constantinides
2019 J jnl
An ℓ
IEEE Access
Hao Wang, Zhanglei Shi, Hiu Tung Wong, Chi-Sing Leung, Hing Cheung So, Ruibin Feng
2019 — conf
Analysis on Dropout Regularization.
ICONIP (5)
John Sum, Chi-Sing Leung
2019 — conf
Explicit Center Selection and Training for Fault Tolerant RBF Networks.
ICONIP (2)
Hiu Tung Wong, Zhenni Wang, Chi-Sing Leung, John Sum
2019 — conf
Fault Tolerant Broad Learning System.
ICONIP (4)
Muideen Adegoke, Chi-Sing Leung, John Sum
2019 Misc conf
Interactive Deep Colorization Using Simultaneous Global and Local Inputs.
ICASSP
Yi Xiao, Peiyao Zhou, Yan Zheng, Chi-Sing Leung
2019 J jnl
Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung
2019 J jnl
Orthogonal least squares based center selection for fault-tolerant RBF networks.
Neurocomputing
Jing Dong, Yuxin Zhao, Chang Liu, Zi-Fa Han, Chi-Sing Leung
2019 J jnl
Robust ellipse fitting via alternating direction method of multipliers.
Signal Process.
Junli Liang, Pengliang Li, Deyun Zhou, Hing-Cheung So, Ding Liu, Chi-Sing Leung, Liansheng Sui
2018 J jnl
ADMM-Based Algorithm for Training Fault Tolerant RBF Networks and Selecting Centers.
IEEE Trans. Neural Networks Learn. Syst.
Hao Wang, Ruibin Feng, Zi-Fa Han, Chi-Sing Leung
2018 J jnl
Fast L1-Minimization Algorithm for Sparse Approximation Based on an Improved LPNN-LCA framework.
CoRR
Hao Wang, Ruibin Feng, Chi-Sing Leung
2018 J jnl
On Wang k WTA With Input Noise, Output Node Stochastic, and Recurrent State Noise.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Kevin I.-J. Ho
2018 J jnl
Robustness Analysis on Dual Neural Network-based k WTA With Input Noise.
IEEE Trans. Neural Networks Learn. Syst.
Ruibin Feng, Chi-Sing Leung, John Sum
2018 J jnl
Scribble-based gradient mesh recoloring.
Multim. Tools Appl.
Liang Wan, Yi Xiao, Ning Dou, Chi-Sing Leung, Yu-Kun Lai
2018 J jnl
Summed Area Tables for Cube Maps.
IEEE Trans. Vis. Comput. Graph.
Yi Xiao, Tze-Yui Ho, Chi-Sing Leung
2018 J jnl
l0-norm Based Centers Selection for Failure Tolerant RBF Networks.
CoRR
Hao Wang, Chi-Sing Leung, Hing-Cheung So, Ruibin Feng, Zi-Fa Han
2017 — conf
A Generalized I-ELM Algorithm for Handling Node Noise in Single-Hidden Layer Feedforward Networks.
ICONIP (1)
Hiu Tung Wong, Chi-Sing Leung, Sam Kwong
2017 — conf
A Lagrange Programming Neural Network Approach for Robust Ellipse Fitting.
ICONIP (3)
Hao Wang, Ruibin Feng, Chi-Sing Leung, Hing-Cheung So
2017 J jnl
A Regularizer Approach for RBF Networks Under the Concurrent Weight Failure Situation.
IEEE Trans. Neural Networks Learn. Syst.
Chi-Sing Leung, Wai-Yan Wan, Ruibin Feng
2017 J jnl
Lagrange Programming Neural Network for Nondifferentiable Optimization Problems in Sparse Approximation.
IEEE Trans. Neural Networks Learn. Syst.
Ruibin Feng, Chi-Sing Leung, Anthony G. Constantinides, Wen-Jun Zeng
2017 — conf
Noise Resistant Training for Extreme Learning Machine.
ISNN (2)
Yik Lam Lui, Hiu Tung Wong, Chi-Sing Leung, Sam Kwong
2017 J jnl
Properties and learning algorithms for faulty RBF networks with coexistence of weight and node failures.
Neurocomputing
Ruibin Feng, Zi-Fa Han, Wai-Yan Wan, Chi-Sing Leung
2017 J jnl
Sparse and Truncated Nuclear Norm Based Tensor Completion.
Neural Process. Lett.
Zi-Fa Han, Chi-Sing Leung, Long-Ting Huang, Hing-Cheung So
2016 — conf
A Robust TOA Source Localization Algorithm Based on LPNN.
ICONIP (1)
Hao Wang, Ruibin Feng, Chi-Sing Leung
2016 — conf
Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units.
ICONIP (4)
Ruibin Feng, Chi-Sing Leung, John Sum
2016 — conf
Fault-Tolerant Incremental Learning for Extreme Learning Machines.
ICONIP (2)
Ho-Chun Leung, Chi-Sing Leung, Eric W. M. Wong
2016 J jnl
LCA based RBF training algorithm for the concurrent fault situation.
Neurocomputing
Ruibin Feng, Chi-Sing Leung, Anthony G. Constantinides
2016 J jnl
Lagrange Programming Neural Network Approach for Target Localization in Distributed MIMO Radar.
IEEE Trans. Signal Process.
Junli Liang, Chi-Sing Leung, Hing Cheung So
2016 J jnl
Objective Function and Learning Algorithm for the General Node Fault Situation.
IEEE Trans. Neural Networks Learn. Syst.
Yi Xiao, Ruibin Feng, Chi-Sing Leung, John Sum
2015 J jnl
GPU Accelerated Self-Organizing Map for High Dimensional Data.
Neural Process. Lett.
Yi Xiao, Ruibin Feng, Zi-Fa Han, Chi-Sing Leung
2015 — conf
Lagrange Programming Neural Network for the l_1 -norm Constrained Quadratic Minimization.
ICONIP (3)
Ching Man Lee, Ruibin Feng, Chi-Sing Leung
2015 — conf
Noise on Gradient Systems with Forgetting.
ICONIP (3)
Chang Su, John Sum, Chi-Sing Leung, Kevin I.-J. Ho
2015 — conf
Non-Line-of-Sight Mitigation via Lagrange Programming Neural Networks in TOA-Based Localization.
ICONIP (3)
Zi-Fa Han, Chi-Sing Leung, Hing-Cheung So, John Sum, Anthony G. Constantinides
2015 J jnl
Online Training for Open Faulty RBF Networks.
Neural Process. Lett.
Yi Xiao, Ruibin Feng, Chi-Sing Leung, Pui-Fai Sum
2015 J jnl
Online training and its convergence for faulty networks with multiplicative weight noise.
Neurocomputing
Zi-Fa Han, Ruibin Feng, Wai-Yan Wan, Chi-Sing Leung
2015 J jnl
Optimization-Based Gradient Mesh Colour Transfer.
Comput. Graph. Forum
Yi Xiao, Liang Wan, Chi-Sing Leung, Yu-Kun Lai, Tien-Tsin Wong
2015 J jnl
Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks.
IEEE Trans. Neural Networks Learn. Syst.
Ruibin Feng, Chi-Sing Leung, John Sum, Yi Xiao
2015 — conf
Realization of Fault Tolerance for Spiking Neural Networks with Particle Swarm Optimization.
ICONIP (2)
Ruibin Feng, Chi-Sing Leung, Peter Wai-Ming Tsang
2015 J jnl
Waveform Design With Unit Modulus and Spectral Shape Constraints via Lagrange Programming Neural Network.
IEEE J. Sel. Top. Signal Process.
Junli Liang, Hing Cheung So, Chi-Sing Leung, Jian Li, Alfonso Farina
2014 — conf
A Line-Partitioned Heteroassociative Memory for Storing Binary Fresnel Hologram.
ICONIP (1)
Peter Wai-Ming Tsang, Chi-Sing Leung
2014 J jnl
An Improved Fault-Tolerant Objective Function and Learning Algorithm for Training the Radial Basis Function Neural Network.
Cogn. Comput.
Ruibin Feng, Yi Xiao, Chi-Sing Leung, Peter W. M. Tsang, John Sum
2014 — conf
An analog network approach to train RBF networks based on sparse recovery.
DSP
Ruibin Feng, Chi-Sing Leung, Anthony G. Constantinides
2014 — conf
Online Learning for Faulty RBF Networks with the Concurrent Fault.
ICONIP (1)
Wai-Yan Wan, Chi-Sing Leung, Zi-Fa Han, Ruibin Feng
2014 J jnl
Recurrent networks for compressive sampling.
Neurocomputing
Chi-Sing Leung, John Sum, Anthony G. Constantinides
2014 J jnl
Special issue on ICONIP 2012 "Learning Algorithms and Applications".
Neurocomputing
Chi-Sing Leung, Tingwen Huang
2014 — conf
Tensor Completion Based on Structural Information.
ICONIP (2)
Zi-Fa Han, Ruibin Feng, Longting Huang, Yi Xiao, Chi-Sing Leung, Hing-Cheung So
2014 — conf
The Performance of the Stochastic DNN-kWTA Network.
ICONIP (1)
Ruibin Feng, Chi-Sing Leung, Kai-Tat Ng, John Sum
2013 J jnl
Concentric Spherical Representation for Omnidirectional Soft Shadow.
Comput. Graph. Forum
Yi Xiao, Chi-Sing Leung, Tze-Yui Ho, Liang Wan, Tien-Tsin Wong
2013 J jnl
Effect of Input Noise and Output Node Stochastic on Wang's kWTA.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Kevin I.-J. Ho
2013 — conf
Enhanced GPU Accelerated K-Means Algorithm for Gene Clustering Based on a Merging Thread Strategy.
ICONIP (2)
Yau-King Lam, Peter W. M. Tsang, Chi-Sing Leung
2013 J jnl
Example-Based Color Transfer for Gradient Meshes.
IEEE Trans. Multim.
Yi Xiao, Liang Wan, Chi-Sing Leung, Yu-Kun Lai, Tien-Tsin Wong
2013 — conf
GPU Accelerated Spherical K-Means Training.
ICONIP (2)
Yi Xiao, Ruibin Feng, Chi-Sing Leung, Pui-Fai Sum
2013 J jnl
HEALPIX DCT technique for compressing PCA-based illumination adjustable images.
Neural Comput. Appl.
John Sum, Chi-Sing Leung, Ray C. C. Cheung, Tze-Yui Ho
2013 J jnl
PSO-based K-Means clustering with enhanced cluster matching for gene expression data.
Neural Comput. Appl.
Yau-King Lam, Peter Wai-Ming Tsang, Chi-Sing Leung
2012 J jnl
A Graphics Processing Unit Accelerated Genetic Algorithm for Affine Invariant Matching of Broken Contours.
J. Signal Process. Syst.
Chi-Sing Leung, Ping-Man Lam, Peter Wai-Ming Tsang, Wuchao Situ
2012 — conf
Analog Neural Network Approach for Source Localization Using Time-of-Arrival Measurements.
ICONIP (2)
Chi-Sing Leung, Hing-Cheung So, Frankie K. W. Chan, Anthony G. Constantinides
2012 J jnl
Analysis on the Convergence Time of Dual Neural Network-Based WTA.
IEEE Trans. Neural Networks Learn. Syst.
Yi Xiao, Yuxin Liu, Chi-Sing Leung, Pui-Fai Sum, Kevin Ho
2012 J jnl
Convergence Analyses on On-Line Weight Noise Injection-Based Training Algorithms for MLPs.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Kevin Ho
2012 — conf
Fast Affine Invariant Shape Matching from 3D Images Based on the Distance Association Map and the Genetic Algorithm.
ICONIP (4)
Peter Wai-Ming Tsang, W. C. Situ, Chi-Sing Leung, Kai-Tat Ng
2012 — ed.
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I
ICONIP (1)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung
2012 — ed.
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part II
ICONIP (2)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung
2012 — ed.
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part III
ICONIP (3)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung
2012 — ed.
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part IV
ICONIP (4)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung
2012 — ed.
Neural Information Processing - 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part V
ICONIP (5)
Tingwen Huang, Zhigang Zeng, Chuandong Li, Chi-Sing Leung
2012 — conf
On the Objective Function and Learning Algorithm for Concurrent Open Node Fault.
ICONIP (3)
Chi-Sing Leung, Pui-Fai Sum, Kai-Tat Ng
2012 J jnl
On-Line Node Fault Injection Training Algorithm for MLP Networks: Objective Function and Convergence Analysis.
IEEE Trans. Neural Networks Learn. Syst.
John Sum, Chi-Sing Leung, Kevin I.-J. Ho
2012 J jnl
Optimization of tuning parameters for open node fault regularizer.
Neurocomputing
Chi-Sing Leung, Pui-Fai Sum, Yuxin Liu
2012 J jnl
RBF Networks Under the Concurrent Fault Situation.
IEEE Trans. Neural Networks Learn. Syst.
Chi-Sing Leung, John Sum
2012 J jnl
Self-organizing map-based color palette for high-dynamic range texture compression.
Neural Comput. Appl.
Yi Xiao, Chi-Sing Leung, Ping-Man Lam, Tze-Yui Ho
2011 — conf
Analysis on Wang's kWTA with Stochastic Output Nodes.
ICONIP (3)
John Sum, Chi-Sing Leung, Kevin Ho
2011 — conf
Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data.
ICONIP (1)
Yau-King Lam, Wuchao Situ, Peter Wai-Ming Tsang, Chi-Sing Leung, Yi Xiao
2011 — conf
Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching.
ICONIP (1)
Yau-King Lam, Peter Wai-Ming Tsang, Chi-Sing Leung
2011 J jnl
Objective Functions of Online Weight Noise Injection Training Algorithms for MLPs.
IEEE Trans. Neural Networks
Kevin Ho, Chi-Sing Leung, John Sum
2011 — conf
Recovery of Sparse Signal from an Analog Network Model.
ICONIP (3)
Chi-Sing Leung, John Sum, Ping-Man Lam, Anthony G. Constantinides
2011 — conf
Regularizer for Co-existing of Open Weight Fault and Multiplicative Weight Noise.
ICONIP (3)
Chi-Sing Leung, John Sum
2011 J jnl
Regularizers for fault tolerant multilayer feedforward networks.
Neurocomputing
Shue Kwan Mak, Pui-Fai Sum, Chi-Sing Leung
2011 J jnl
Spatiotemporal Sampling of Dynamic Environment Sequences.
IEEE Trans. Vis. Comput. Graph.
Liang Wan, Shue Kwan Mak, Tien-Tsin Wong, Chi-Sing Leung
2011 J jnl
Special issue on ICONIP2009 "Learning algorithm and mathematic modeling".
Neurocomputing
Chi-Sing Leung
2011 J jnl
Unicube for Dynamic Environment Mapping.
IEEE Trans. Vis. Comput. Graph.
Tze-Yui Ho, Liang Wan, Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong
2010 J jnl
All-Frequency Lighting with Multiscale Spherical Radial Basis Functions.
IEEE Trans. Vis. Comput. Graph.
Ping-Man Lam, Tze-Yui Ho, Chi-Sing Leung, Tien-Tsin Wong
2010 J jnl
Convergence and objective functions of some fault/noise-injection-based online learning algorithms for RBF networks.
IEEE Trans. Neural Networks
Kevin I.-J. Ho, Chi-Sing Leung, John Sum
2010 J jnl
Evolving Mazes from Images.
IEEE Trans. Vis. Comput. Graph.
Liang Wan, Xiaopei Liu, Tien-Tsin Wong, Chi-Sing Leung
2010 — conf
Generalization Error of Faulty MLPs with Weight Decay Regularizer.
ICONIP (2)
Chi-Sing Leung, John Sum, Shue Kwan Mak
2010 J jnl
Kernel Width Optimization for Faulty RBF Neural Networks with Multi-node Open Fault.
Neural Process. Lett.
Hongjiang Wang, Chi-Sing Leung, Pui-Fai Sum, Gang Wei
2010 — conf
Lagrange Programming Neural Networks for Compressive Sampling.
ICONIP (2)
Ping-Man Lam, Chi-Sing Leung, John Sum, Anthony G. Constantinides
2010 — ch.
Parallelized Implementation of Universal Visual Computer.
GPU Pro
Tze-Yui Ho, Ping-Man Lam, Chi-Sing Leung
2010 B conf
Scalar Quantizers with Uniform Encoders and Channel-Optimized Decoders for M-PSK Schemes.
GLOBECOM
Deng-yu Qiao, Wai Ho Mow, Chi-Sing Leung
2010 J jnl
Uniformly sampling multi-resolution analysis for image-based relighting.
J. Vis. Commun. Image Represent.
Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong, Chi-Wing Fu
2009 — conf
Decoding Ambisonic Signals to Irregular Loudspeaker Configuration Based on Artificial Neural Networks.
ICONIP (2)
Peter Wai-Ming Tsang, Wai Keung Cheung, Chi-Sing Leung
2009 J jnl
Efficient Relighting of RBF-Based Illumination Adjustable Images.
IEEE Trans. Neural Networks
Tze-Yui Ho, Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong
2009 — conf
Fault Tolerant Regularizers for Multilayer Feedforward Networks.
ICONIP (1)
Deng-yu Qiao, Chi-Sing Leung, Pui-Fai Sum
2009 — ed.
Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part I
ICONIP (1)
Chi-Sing Leung, Minho Lee, Jonathan Hoyin Chan
2009 — ed.
Neural Information Processing, 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part II
ICONIP (2)
Chi-Sing Leung, Minho Lee, Jonathan Hoyin Chan
2009 J jnl
On Objective Function, Regularizer, and Prediction Error of a Learning Algorithm for Dealing With Multiplicative Weight Noise.
IEEE Trans. Neural Networks
J. P. F. Sum, Chi-Sing Leung, Kevin I.-J. Ho
2009 J jnl
The Rhombic Dodecahedron Map: An Efficient Scheme for Encoding Panoramic Video.
IEEE Trans. Multim.
Chi-Wing Fu, Liang Wan, Tien-Tsin Wong, Chi-Sing Leung
2008 J jnl
A Fault-Tolerant Regularizer for RBF Networks.
IEEE Trans. Neural Networks
Chi-Sing Leung, J. P. F. Sum
2008 J jnl
A GPU favor representation method for plenoptic-illumination function based on an efficient spherical partition scheme.
Signal Process. Image Commun.
Chi-Sing Leung, Ping-Man Lam, Tien-Tsin Wong
2008 — conf
Analysis on Generalization Error of Faulty RBF Networks with Weight Decay Regularizer.
ICONIP (2)
Chi-Sing Leung, Pui-Fai Sum, Hongjiang Wang
2008 J jnl
Animating animal motion from still.
ACM Trans. Graph.
Xuemiao Xu, Liang Wan, Xiaopei Liu, Tien-Tsin Wong, Liansheng Wang, Chi-Sing Leung
2008 J jnl
Improved transmission of vector quantized data over noisy channels.
Neural Comput. Appl.
Chi-Sing Leung, John Sum, Herbert Chan
2008 J jnl
Intrinsic colorization.
ACM Trans. Graph.
Xiaopei Liu, Liang Wan, Yingge Qu, Tien-Tsin Wong, Stephen Lin, Chi-Sing Leung, Pheng-Ann Heng
2008 — conf
On Node-Fault-Injection Training of an RBF Network.
ICONIP (2)
John Sum, Chi-Sing Leung, Kevin Ho
2008 — conf
On Weight-Noise-Injection Training.
ICONIP (2)
Kevin Ho, Chi-Sing Leung, John Sum
2008 J jnl
Parallelization of cellular neural networks on GPU.
Pattern Recognit.
Tze-Yui Ho, Ping-Man Lam, Chi-Sing Leung
2007 — conf
Analysis on Bidirectional Associative Memories with Multiplicative Weight Noise.
ICONIP (1)
Chi-Sing Leung, Pui-Fai Sum, Tien-Tsin Wong
2007 J jnl
Discrete Wavelet Transform on Consumer-Level Graphics Hardware.
IEEE Trans. Multim.
Tien-Tsin Wong, Chi-Sing Leung, Pheng-Ann Heng, Jianqing Wang
2007 J jnl
Editorial for ICONIP 2006.
Neural Comput. Appl.
Chi-Sing Leung, Frank H. F. Leung
2007 J jnl
Isocube: Exploiting the Cubemap Hardware.
IEEE Trans. Vis. Comput. Graph.
Liang Wan, Tien-Tsin Wong, Chi-Sing Leung
2007 J jnl
Noise-proofing the doubly SH-projected coefficients for synthesizing images under environment lighting.
Signal Process. Image Commun.
Ping-Man Lam, Tze-Yui Ho, Chi-Sing Leung, Tien-Tsin Wong
2007 — conf
The Local True Weight Decay Recursive Least Square Algorithm.
ICONIP (1)
Chi-Sing Leung, Kwok-Wo Wong, Yong Xu
2006 — conf
A Novel Adaptive OFDM Receiver with Second Order Polynomial Nyquist Window Function.
ICC
Si Ai, Shu-Hung Leung, Chi-Sing Leung, Rongfang Song
2006 — conf
A Novel Synchronization Scheme for OFDM Over Fading Channels.
ICASSP (4)
Si Ai, Shu-Hung Leung, Chi-Sing Leung
2006 J jnl
An RBF-based compression method for image-based relighting.
IEEE Trans. Image Process.
Chi-Sing Leung, Tien-Tsin Wong, Ping-Man Lam, Kwok-Hung Choy
2006 J jnl
Combined learning and pruning for recurrent radial basis function networks based on recursive least square algorithms.
Neural Comput. Appl.
Chi-Sing Leung, Ah Chung Tsoi
2006 J jnl
GPU-friendly rendering for illumination adjustable images.
Signal Process. Image Commun.
Tze-Yui Ho, Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong
2006 J jnl
Generalized RLS approach to the training of neural networks.
IEEE Trans. Neural Networks
Yong Xu, Kwok-Wo Wong, Chi-Sing Leung
2006 C conf
Mean square error analysis of RLS algorithm for WSSUS fading channels.
ISCAS
Xiaolin Shi, Shu-Hung Leung, Chi-Sing Leung
2006 J jnl
Noise-Resistant Fitting for Spherical Harmonics.
IEEE Trans. Vis. Comput. Graph.
Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong
2006 J jnl
Soft-Decoding SOM for VQ Over Wireless Channels.
Neural Process. Lett.
Chi-Sing Leung, Herbert Chan, Wai Ho Mow
2005 J jnl
Compressing the illumination-adjustable images with principal component analysis.
IEEE Trans. Circuits Syst. Video Technol.
Pun-Mo Ho, Tien-Tsin Wong, Chi-Sing Leung
2005 — conf
Spherical Q2-tree for Sampling Dynamic Environment Sequences.
Rendering Techniques
Liang Wan, Tien-Tsin Wong, Chi-Sing Leung
2004 J jnl
A compression method for a massive image data set in image-based rendering.
Signal Process. Image Commun.
Ping-Man Lam, Chi-Sing Leung, Tien-Tsin Wong
2004 J jnl
Data compression on the illumination adjustable images by PCA and ICA.
Signal Process. Image Commun.
Ze Wang, Chi-Sing Leung, Yisheng Zhu, Tien-Tsin Wong
2004 J jnl
Data compression with spherical wavelets and wavelets for the image-based relighting.
Comput. Vis. Image Underst.
Ze Wang, Chi-Sing Leung, Yisheng Zhu, Tien-Tsin Wong
2003 J jnl
Analysis on Extended Ant Routing Algorithms for Network Routing and Management.
J. Supercomput.
John Sum, Hong Shen, Gilbert H. Young, Jie Wu, Chi-Sing Leung
2003 J jnl
Compression of illumination-adjustable images.
IEEE Trans. Circuits Syst. Video Technol.
Tien-Tsin Wong, Chi-Sing Leung
2003 J jnl
Dual extended Kalman filtering in recurrent neural networks.
Neural Networks
Chi-Sing Leung, Lai-Wan Chan
2003 A conf
PCA-based compression for image-based relighting.
ICME
Pun-Mo Ho, Tien-Tsin Wong, Kwok-Hung Choy, Chi-Sing Leung
2002 — conf
Handwritten Digit Recognition Using Multi-Layer Feedforward Neural Networks with Periodic and Monotonic Activation Functions.
ICPR (3)
Kwok-Wo Wong, Chi-Sing Leung, Sheng-Jiang Chang
2002 J jnl
The plenoptic illumination function.
IEEE Trans. Multim.
Tien-Tsin Wong, Chi-Wing Fu, Pheng-Ann Heng, Chi-Sing Leung
2001 J jnl
A pruning method for the recursive least squared algorithm.
Neural Networks
Chi-Sing Leung, Kwok-Wo Wong, Pui-Fai Sum, Lai-Wan Chan
2001 J jnl
Two regularizers for recursive least squared algorithms in feedforward multilayered neural networks.
IEEE Trans. Neural Networks
Chi-Sing Leung, Ah Chung Tsoi, Lai-Wan Chan
1999 J jnl
Analysis for a class of winner-take-all model.
IEEE Trans. Neural Networks
J. P. F. Sum, Chi-Sing Leung, Peter Kwong-Shun Tam, Gilbert H. Young, Wing-Kay Kan, Lai-Wan Chan
1999 — conf
Handwritten digit recognition using trace neural network with EKF training algorithm.
ICECS
Kwok-Wo Wong, Sheng-Jiang Chang, Chi-Sing Leung
1999 J jnl
On the Kalman filtering method in neural network training and pruning.
IEEE Trans. Neural Networks
John Sum, Chi-Sing Leung, Gilbert H. Young, Wing-Kay Kan
1999 J jnl
On the regularization of forgetting recursive least square.
IEEE Trans. Neural Networks
Chi-Sing Leung, Gilbert H. Young, John Sum, Wing-Kay Kan
1998 J jnl
An error control scheme for transmission of vector quantization data over noisy channels.
IEEE Trans. Signal Process.
Chi-Sing Leung, Lai-Wan Chan
1998 Misc conf
Using recursive least square learning method for principal and minor components analysis.
ICASSP
Arnold Shu-Yan Wong, Kwok-Wo Wong, Chi-Sing Leung
1997 J jnl
Stability and statistical properties of second-order bidirectional associative memory.
IEEE Trans. Neural Networks
Chi-Sing Leung, Lai-Wan Chan, Edmund Man Kit Lai
1997 J jnl
Transmission of vector quantized data over a noisy channel.
IEEE Trans. Neural Networks
Chi-Sing Leung, Lai-Wan Chan
1997 J jnl
Yet another algorithm which can generate topography map.
IEEE Trans. Neural Networks
John Sum, Chi-Sing Leung, Lai-Wan Chan, Lei Xu
1996 J jnl
Attraction Basin of Bidirectional Associative Memories.
Int. J. Neural Syst.
Chi-Sing Leung, Lai-Wan Chan, John Sum
1995 J jnl
Stability, capacity, and statistical dynamics of second-order bidirectional associative memory.
IEEE Trans. Syst. Man Cybern.
Chi-Sing Leung, Lai-Wan Chan, Edmund Man Kit Lai