Sun-Yuan Kung

356 papers A* 4A 19B 24C 15Misc 48Journal 178Unranked 65
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large-model-based smart agent for time series anomaly detection in power systems.
Expert Syst. Appl.
Bingrui Wang, Yuan Zhou, Leijiao Ge, Sun-Yuan Kung
2026 J jnl
MSSFN: Multi-stimulus stereo spatiotemporal fusion network with pattern disentanglement for Alzheimer's disease diagnosis.
Inf. Process. Manag.
Wenlin Zhang, Peiguang Jing, Xin Li, Yong Ji, Yu Liu, Sun-Yuan Kung
2025 J jnl
Adaptive motion enhancement for passive non-line-of-sight action recognition.
Neurocomputing
Zhongqi Sun, Yuan Zhou, Shuwei Huo, Sun-Yuan Kung
2025 A* conf
Adding Conditional Control to Diffusion Models with Reinforcement Learning.
ICLR
Yulai Zhao, Masatoshi Uehara, Gabriele Scalia, Sun-Yuan Kung, Tommaso Biancalani, Sergey Levine, Ehsan Hajiramezanali
2025 J jnl
Illumination guided domain adaptation object detection in thermal imagery.
Neurocomputing
Yuan Zhou, Hongyang Zhang, Ye Sun, Yu Liu, Sun-Yuan Kung
2025 Misc conf
Masked Image Pretraining on Language Assisted Representation.
ICASSP
Zejiang Hou, Sun-Yuan Kung
2025 J jnl
Module-Pruning-Based Neural Architectural Search for Remote Sensing Image Captioning.
IEEE Geosci. Remote. Sens. Lett.
Yogendra Rao Musunuri, Changwon Kim, Oh-Seol Kwon, Sun-Yuan Kung
2024 J jnl
Automatic Metric Search for Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Zhou, Jieke Hao, Shuwei Huo, Boyu Wang, Leijiao Ge, Sun-Yuan Kung
2024 Misc conf
Bridging the Quantum Education Gap: Hands-on Visualization Projects for Quantum Search Algorithm.
QCE
Yao-Hsin Chou, Yu-Chi Jiang, Shu-Yu Kuo, Sun-Yuan Kung
2024 J jnl
Contrastive learning based open-set recognition with unknown score.
Knowl. Based Syst.
Yuan Zhou, Songyu Fang, Shuoshi Li, Boyu Wang, Sun-Yuan Kung
2024 J jnl
Cross-Transfer Learning for Enhancing Object Detection in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Yogendra Rao Musunuri, Oh-Seol Kwon, Sun-Yuan Kung
2024 J jnl
Dynamic View Aggregation for Multi-View 3D Shape Recognition.
IEEE Trans. Multim.
Yuan Zhou, Zhongqi Sun, Shuwei Huo, Sun-Yuan Kung
2024 J jnl
Geometric Variation Adaptive Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Shuwei Huo, Yuan Zhou, Lei Zhang, Yanjie Feng, Wei Xiang, Sun-Yuan Kung
2024 — conf
Message from the General Chairs; IEEE CSCloud/EdgeCom 2024.
CSCloud
Zhihui Lv, Jihe Wang, Sun-Yuan Kung
2024 J jnl
Object Detection Using ESRGAN With a Sequential Transfer Learning on Remote Sensing Embedded Systems.
IEEE Access
Yogendra Rao Musunuri, Changwon Kim, Oh-Seol Kwon, Sun-Yuan Kung
2024 J jnl
PSRNet: A Progressive Self-Refine Network for Lightweight Optical Remote Sensing Image Dehazing.
IEEE Trans. Geosci. Remote. Sens.
Shuoshi Li, Yuan Zhou, Sun-Yuan Kung
2024 J jnl
Weakly Supervised Video Re-Localization Through Multi-Agent-Reinforced Switchable Network.
IEEE Trans. Circuits Syst. Video Technol.
Yuan Zhou, Axin Guo, Shuwei Huo, Yu Liu, Sun-Yuan Kung
2023 J jnl
BAWGNet: Boundary aware wavelet guided network for the nuclei segmentation in histopathology images.
Comput. Biol. Medicine
Tamjid Imtiaz, Shaikh Anowarul Fattah, Sun-Yuan Kung
2023 J jnl
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies.
IEEE Trans. Neural Networks Learn. Syst.
Mert Al, Semih Yagli, Sun-Yuan Kung
2023 J jnl
Progressive Learning for Unsupervised Change Detection on Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Yuan Zhou, Xiangrui Li, Keran Chen, Sun-Yuan Kung
2023 J jnl
Semantic Relevance Learning for Video-Query Based Video Moment Retrieval.
IEEE Trans. Multim.
Shuwei Huo, Yuan Zhou, Ruolin Wang, Wei Xiang, Sun-Yuan Kung
2023 J jnl
Semi-Supervised Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis.
J. Signal Process. Syst.
Zejiang Hou, Sun-Yuan Kung
2023 J jnl
Weakly-supervised content-based video moment retrieval using low-rank video representation.
Knowl. Based Syst.
Shuwei Huo, Yuan Zhou, Wei Xiang, Sun-Yuan Kung
2022 — conf
3D-FM GAN: Towards 3D-Controllable Face Manipulation.
ECCV (15)
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung
2022 J jnl
3D-FM GAN: Towards 3D-Controllable Face Manipulation.
CoRR
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung
2022 A* conf
CHEX: CHannel EXploration for CNN Model Compression.
CVPR
Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung
2022 J jnl
CHEX: CHannel EXploration for CNN Model Compression.
CoRR
Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung
2022 B conf
Class-Discriminative CNN Compression.
ICPR
Yuchen Liu, David Wentzlaff, Sun-Yuan Kung
2022 J jnl
Cross-Scale Residual Network: A General Framework for Image Super-Resolution, Denoising, and Deblocking.
IEEE Trans. Cybern.
Yuan Zhou, Xiaoting Du, Mingfei Wang, Shuwei Huo, Yeda Zhang, Sun-Yuan Kung
2022 A conf
Evolving transferable neural pruning functions.
GECCO
Yuchen Liu, Sun-Yuan Kung, David Wentzlaff
2022 J jnl
Exploiting Operation Importance for Differentiable Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst.
Yuan Zhou, Xukai Xie, Sun-Yuan Kung
2022 J jnl
MILAN: Masked Image Pretraining on Language Assisted Representation.
CoRR
Zejiang Hou, Fei Sun, Yen-Kuang Chen, Yuan Xie, Sun-Yuan Kung
2022 A conf
Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution.
WACV
Zejiang Hou, Sun-Yuan Kung
2022 A conf
Multi-Dimensional Model Compression of Vision Transformer.
ICME
Zejiang Hou, Sun-Yuan Kung
2022 J jnl
Multi-Dimensional Model Compression of Vision Transformer.
CoRR
Zejiang Hou, Sun-Yuan Kung
2022 — conf
Multi-Dimensional Vision Transformer Compression via Dependency Guided Gaussian Process Search.
CVPR Workshops
Zejiang Hou, Sun-Yuan Kung
2022 J jnl
SRODNet: Object Detection Network Based on Super Resolution for Autonomous Vehicles.
Remote. Sens.
Yogendra Rao Musunuri, Oh-Seol Kwon, Sun-Yuan Kung
2022 — conf
Semi-Supervised Few-Shot Learning from A Dependency-Discriminant Perspective.
CVPR Workshops
Zejiang Hou, Sun-Yuan Kung
2022 J jnl
XNAS: A Regressive/Progressive NAS for Deep Learning.
ACM Trans. Sens. Networks
Sun-Yuan Kung
2021 J jnl
A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network.
CoRR
Tanvir Mahmud, A. Q. M. Sazzad Sayyed, Shaikh Anowarul Fattah, Sun-Yuan Kung
2021 J jnl
A compressive multi-kernel method for privacy-preserving machine learning.
CoRR
Thee Chanyaswad, J. Morris Chang, Sun-Yuan Kung
2021 J jnl
Adversarial Learning for Multiscale Crowd Counting Under Complex Scenes.
IEEE Trans. Cybern.
Yuan Zhou, Jianxing Yang, Hongru Li, Tao Cao, Sun-Yuan Kung
2021 J jnl
Class-Discriminative CNN Compression.
CoRR
Yuchen Liu, David Wentzlaff, Sun-Yuan Kung
2021 A* conf
Content-Aware GAN Compression.
CVPR
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, Sun-Yuan Kung
2021 J jnl
Content-Aware GAN Compression.
CoRR
Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, Sun-Yuan Kung
2021 J jnl
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans.
IEEE Trans. Artif. Intell.
Tanvir Mahmud, Md Awsafur Rahman, Shaikh Anowarul Fattah, Sun-Yuan Kung
2021 J jnl
Evolving Transferable Pruning Functions.
CoRR
Yuchen Liu, Sun-Yuan Kung, David Wentzlaff
2021 — conf
Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis.
MLSP
Zejiang Hou, Sun-Yuan Kung
2021 J jnl
Few-shot Learning via Dependency Maximization and Instance Discriminant Analysis.
CoRR
Zejiang Hou, Sun-Yuan Kung
2021 J jnl
Guest editorial: Special issue on next generation AI approaches for intelligent internet of things.
J. Syst. Archit.
Meikang Qiu, Sun-Yuan Kung
2021 J jnl
Image super-resolution based on dense convolutional auto-encoder blocks.
Neurocomputing
Yuan Zhou, Yeda Zhang, Xukai Xie, Sun-Yuan Kung
2021 C ed.
Knowledge Science, Engineering and Management - 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part I
KSEM
Han Qiu, Cheng Zhang, Zongming Fei, Meikang Qiu, Sun-Yuan Kung
2021 C ed.
Knowledge Science, Engineering and Management - 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part II
KSEM
Han Qiu, Cheng Zhang, Zongming Fei, Meikang Qiu, Sun-Yuan Kung
2021 C ed.
Knowledge Science, Engineering and Management - 14th International Conference, KSEM 2021, Tokyo, Japan, August 14-16, 2021, Proceedings, Part III
KSEM
Han Qiu, Cheng Zhang, Zongming Fei, Meikang Qiu, Sun-Yuan Kung
2021 Misc conf
Meta-Learning with Attention for Improved Few-Shot Learning.
ICASSP
Zejiang Hou, Anwar Walid, Sun-Yuan Kung
2021 A conf
Parameter Efficient Dynamic Convolution via Tensor Decomposition.
BMVC
Zejiang Hou, Sun-Yuan Kung
2021 J jnl
Shape autotuning activation function.
Expert Syst. Appl.
Yuan Zhou, Dandan Li, Shuwei Huo, Sun-Yuan Kung
2021 J jnl
Temporal Action Localization Using Long Short-Term Dependency.
IEEE Trans. Multim.
Yuan Zhou, Ruolin Wang, Hongru Li, Sun-Yuan Kung
2020 B conf
A Discriminant Information Approach to Deep Neural Network Pruning.
ICPR
Zejiang Hou, Sun-Yuan Kung
2020 J jnl
A Feature-map Discriminant Perspective for Pruning Deep Neural Networks.
CoRR
Zejiang Hou, Sun-Yuan Kung
2020 J jnl
Adaptive Irregular Graph Construction-Based Salient Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Yuan Zhou, Tianhao Zhang, Shuwei Huo, Chunping Hou, Sun-Yuan Kung
2020 J jnl
Augment deep BP-parameter learning with local XAI-structural learning.
Commun. Inf. Syst.
Sun-Yuan Kung, Zejiang Hou
2020 J jnl
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans.
CoRR
Tanvir Mahmud, Md Awsafur Rahman, Shaikh Anowarul Fattah, Sun-Yuan Kung
2020 J jnl
Cross-Layer Network Lifetime Maximization in Underwater Wireless Sensor Networks.
IEEE Syst. J.
Yuan Zhou, Hongyu Yang, Yu Hen Hu, Sun-Yuan Kung
2020 Misc conf
Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning.
ICASSP
Zejiang Hou, Sun-Yuan Kung
2020 B conf
Exploring Highly Efficient Compact Neural Networks For Image Classification.
ICIP
Xukai Xie, Yuan Zhou, Sun-Yuan Kung
2020 B conf
Hierarchically Aggregated Residual Transformation for Single Image Super Resolution.
ICPR
Zejiang Hou, Sun-Yuan Kung
2020 J jnl
Intelligent security and optimization in Edge/Fog Computing.
Future Gener. Comput. Syst.
Meikang Qiu, Sun-Yuan Kung, Keke Gai
2020 J jnl
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies.
CoRR
Mert Al, Semih Yagli, Sun-Yuan Kung
2020 J jnl
Recent Collaborative R&D in Medical Imaging in Asia.
J. Signal Process. Syst.
Feng Lin, Jong Hyo Kim, Yoshinobu Sato, Sun-Yuan Kung
2020 J jnl
Rethinking Class-Discrimination Based CNN Channel Pruning.
CoRR
Yuchen Liu, David Wentzlaff, Sun-Yuan Kung
2020 Misc conf
Scalable Kernel Learning Via the Discriminant Information.
ICASSP
Mert Al, Zejiang Hou, Sun-Yuan Kung
2020 J jnl
Soft-Root-Sign Activation Function.
CoRR
Yuan Zhou, Dandan Li, Shuwei Huo, Sun-Yuan Kung
2020 J jnl
Special issue on 'smart computing and communication' in International Journal of Parallel, Emergent and Distributed Systems.
Int. J. Parallel Emergent Distributed Syst.
Meikang Qiu, Sun-Yuan Kung
2019 B conf
A Kernel Discriminant Information Approach to Non-linear Feature Selection.
IJCNN
Zejiang Hou, Sun-Yuan Kung
2019 J jnl
Comb Convolution for Efficient Convolutional Architecture.
CoRR
Dandan Li, Yuan Zhou, Shuwei Huo, Sun-Yuan Kung
2019 J jnl
Editorial: IEEE Transactions on Sustainable Computing, Special Issue on Secure Sustainable Green Smart Computing.
IEEE Trans. Sustain. Comput.
Meikang Qiu, Sun-Yuan Kung, Qing Yang
2019 J jnl
Editorial: IEEE Transactions on Sustainable Computing, Special Issue on Smart Data and Deep Learning in Sustainable Computing.
IEEE Trans. Sustain. Comput.
Meikang Qiu, Sun-Yuan Kung, Qing Yang
2019 J jnl
Exploiting Operation Importance for Differentiable Neural Architecture Search.
CoRR
Xukai Xie, Yuan Zhou, Sun-Yuan Kung
2019 J jnl
HGC: Hierarchical Group Convolution for Highly Efficient Neural Network.
CoRR
Xukai Xie, Yuan Zhou, Sun-Yuan Kung
2019 Misc conf
Methodical Design and Trimming of Deep Learning Networks: Enhancing External BP Learning with Internal Omnipresent-supervision Training Paradigm.
ICASSP
Sun-Yuan Kung, Zejiang Hou, Yuchen Liu
2019 J jnl
Salient Object Detection via Fuzzy Theory and Object-Level Enhancement.
IEEE Trans. Multim.
Yuan Zhou, Ailing Mao, Shuwei Huo, Jianjun Lei, Sun-Yuan Kung
2019 J jnl
Scalable Kernel Learning via the Discriminant Information.
CoRR
Mert Al, Zejiang Hou, Sun-Yuan Kung
2019 J jnl
Semi-Supervised Salient Object Detection Using a Linear Feedback Control System Model.
IEEE Trans. Cybern.
Yuan Zhou, Shuwei Huo, Wei Xiang, Chunping Hou, Sun-Yuan Kung
2019 J jnl
Semisupervised Learning Based on a Novel Iterative Optimization Model for Saliency Detection.
IEEE Trans. Neural Networks Learn. Syst.
Shuwei Huo, Yuan Zhou, Wei Xiang, Sun-Yuan Kung
2019 J jnl
Temporal Action Localization using Long Short-Term Dependency.
CoRR
Yuan Zhou, Hongru Li, Sun-Yuan Kung
2018 J jnl
A Compressive Privacy approach to Generalized Information Bottleneck and Privacy Funnel problems.
J. Frankl. Inst.
Sun-Yuan Kung
2018 B conf
Blurred Image Region Detection based on Stacked Auto-Encoder.
ICPR
Yuan Zhou, Jianxing Yang, Yang Chen, Sun-Yuan Kung
2018 J jnl
CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung
2018 — conf
Cross-Layer Design for Network Lifetime Maximization in Underwater Wireless Sensor Networks.
ICC
Hongyu Yang, Yuan Zhou, Yu-Hen Hu, Boyu Wang, Sun-Yuan Kung
2018 J jnl
Efficient Divide-and-Conquer Classification Based on Parallel Feature-Space Decomposition for Distributed Systems.
IEEE Syst. J.
Qi Guo, Bo-Wei Chen, Seungmin Rho, Wen Ji, Feng Jiang, Xiangyang Ji, Sun-Yuan Kung
2018 J jnl
Guest Editor's Introduction to the Special Issue on Security and Privacy on Clouds.
IEEE Trans. Cloud Comput.
Meikang Qiu, Sun-Yuan Kung
2018 Misc conf
Multi-Kernel, Deep Neural Network and Hybrid Models for Privacy Preserving Machine Learning.
ICASSP
Mert Al, Thee Chanyaswad, Sun-Yuan Kung
2018 B conf
Multi-scale Generative Adversarial Networks for Crowd Counting.
ICPR
Jianxing Yang, Yuan Zhou, Sun-Yuan Kung
2018 Misc conf
Outlier Removal for Enhancing Kernel-Based Classifier Via the Discriminant Information.
ICASSP
Thee Chanyaswad, Mert Al, Sun-Yuan Kung
2018 B conf
Super-resolution Imaging Based on Global Interpolation and Structural Similarities.
ICPR
Yuan Zhou, Shuwei Huo, Ying Chen, Sun-Yuan Kung
2018 J jnl
Supervising Nyström Methods via Negative Margin Support Vector Selection.
CoRR
Mert Al, Thee Chanyaswad, Sun-Yuan Kung
2017 B conf
A compressive multi-kernel method for privacy-preserving machine learning.
IJCNN
Thee Chanyaswad, J. Morris Chang, Sun-Yuan Kung
2017 J jnl
Collaborative PCA/DCA Learning Methods for Compressive Privacy.
ACM Trans. Embed. Comput. Syst.
Sun-Yuan Kung, Thee Chanyaswad, J. Morris Chang, Pei Yuan Wu
2017 J jnl
Compressive Privacy: From Information Estimation Theory to Machine Learning [Lecture Notes].
IEEE Signal Process. Mag.
Sun-Yuan Kung
2017 J jnl
Cost-Effective Kernel Ridge Regression Implementation for Keystroke-Based Active Authentication System.
IEEE Trans. Cybern.
Pei-Yuan Wu, Chi-Chen Fang, J. Morris Chang, Sun-Yuan Kung
2017 J jnl
Desensitized RDCA Subspaces for Compressive Privacy in Machine Learning.
CoRR
Artur Filipowicz, Thee Chanyaswad, Sun-Yuan Kung
2017 — conf
Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification.
MLSP
Thee Chanyaswad, Mert Al, J. Morris Chang, Sun-Yuan Kung
2017 J jnl
Discriminant component analysis for privacy protection and visualization of big data.
Multim. Tools Appl.
Sun-Yuan Kung
2017 J jnl
FUEL-mLoc: feature-unified prediction and explanation of multi-localization of cellular proteins in multiple organisms.
Bioinform.
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2017 J jnl
Hyperspectral and Multispectral Image Fusion Based on Local Low Rank and Coupled Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Yuan Zhou, Liyang Feng, Chunping Hou, Sun-Yuan Kung
2017 — conf
Privacy-preserving PCA on horizontally-partitioned data.
DSC
Mohammad Al-Rubaie, Pei Yuan Wu, J. Morris Chang, Sun-Yuan Kung
2017 J jnl
Protecting Genomic Privacy by a Sequence-Similarity Based Obfuscation Method.
CoRR
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2017 J jnl
Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection.
CoRR
Mert Al, Shibiao Wan, Sun-Yuan Kung
2017 B conf
Salient object detection via a linear feedback control system.
ICIP
Shuwei Huo, Yuan Zhou, Sun-Yuan Kung
2017 B conf
Semi-supervised saliency classifier based on a linear feedback control system model.
IJCNN
Shuwei Huo, Yuan Zhou, Sun-Yuan Kung
2017 J jnl
Transductive Learning for Multi-Label Protein Subchloroplast Localization Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2016 Misc conf
Adaptive margin slack minimization in RKHS for classification.
ICASSP
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung
2016 — conf
Data privacy protection by kernel subspace projection and generalized eigenvalue decomposition.
MLSP
Konstantinos I. Diamantaras, Sun-Yuan Kung
2016 — conf
Discriminant-component eigenfaces for privacy-preserving face recognition.
MLSP
Thee Chanyaswad, J. Morris Chang, Prateek Mittal, Sun-Yuan Kung
2016 — conf
Enhanced distance subset approximation using class-specific subspace kernel representation for kernel approximation.
MLSP
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung
2016 J jnl
Erratum to: Large-scale image colorization based on divide-and-conquer support vector machines.
J. Supercomput.
Xinyu He, Bo-Wei Chen, Wen Ji, Seungmin Rho, Sun-Yuan Kung
2016 J jnl
Large-scale image colorization based on divide-and-conquer support vector machines.
J. Supercomput.
Bo-Wei Chen, Xinyu He, Wen Ji, Seungmin Rho, Sun-Yuan Kung
2016 J jnl
Mem-mEN: Predicting Multi-Functional Types of Membrane Proteins by Interpretable Elastic Nets.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2016 J jnl
Profit Maximization through Online Advertising Scheduling for a Wireless Video Broadcast Network.
IEEE Trans. Mob. Comput.
Wen Ji, Yingying Chen, Min Chen, Bo-Wei Chen, Yiqiang Chen, Sun-Yuan Kung
2016 J jnl
Sparse regressions for predicting and interpreting subcellular localization of multi-label proteins.
BMC Bioinform.
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2016 J jnl
Support vector analysis of large-scale data based on kernels with iteratively increasing order.
J. Supercomput.
Bo-Wei Chen, Xinyu He, Wen Ji, Seungmin Rho, Sun-Yuan Kung
2015 J jnl
Efficient Divide-And-Conquer Classification Based on Feature-Space Decomposition.
CoRR
Qi Guo, Bo-Wei Chen, Feng Jiang, Xiangyang Ji, Sun-Yuan Kung
2015 J jnl
Profit Improvement in Wireless Video Broadcasting System: A Marginal Principle Approach.
IEEE Trans. Mob. Comput.
Wen Ji, Bo-Wei Chen, Yiqiang Chen, Sun-Yuan Kung
2015 — conf
Visualization of big data.
ICCI*CC
Sun-Yuan Kung
2014 Misc conf
Cost-effective kernel ridge regression implementation for keystroke-based active authentication system.
ICASSP
Pei Yuan Wu, Chi-Chen Fang, J. Morris Chang, Stephen B. Gilbert, Sun-Yuan Kung
2014 Misc conf
Ensemble random projection for multi-label classification with application to protein subcellular localization.
ICASSP
Shibiao Wan, Man-Wai Mak, Bai Zhang, Yue Joseph Wang, Sun-Yuan Kung
2014 Misc conf
Feature reduction based on Sum-Of-SNR (SOSNR) optimization.
ICASSP
Yinan Yu, Tomas McKelvey, Sun-Yuan Kung
2014 — conf
Image Restoration via Multi-prior Collaboration.
ACCV (3)
Feng Jiang, Shengping Zhang, Debin Zhao, Sun-Yuan Kung
2014 — conf
Multiclass Ridge-adjusted Slack Variable Optimization using selected basis for fast classification.
EUSIPCO
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung
2014 J jnl
Multikernel Least Mean Square Algorithm.
IEEE Trans. Neural Networks Learn. Syst.
Felipe A. Tobar, Sun-Yuan Kung, Danilo P. Mandic
2013 Misc conf
A classification scheme for 'high-dimensional-small-sample-size' data using soda and ridge-SVM with microwave measurement applications.
ICASSP
Yinan Yu, Tomas McKelvey, Sun-Yuan Kung
2013 Misc conf
Adaptive thresholding for multi-label SVM classification with application to protein subcellular localization prediction.
ICASSP
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2013 — conf
An ensemble classifier with random projection for predicting multi-label protein subcellular localization.
BIBM
Shibiao Wan, Man-Wai Mak, Bai Zhang, Yue Joseph Wang, Sun-Yuan Kung
2013 J jnl
Capturing Cognitive Fingerprints from Keystroke Dynamics.
IT Prof.
J. Morris Chang, Chi-Chen Fang, Kuan-Hsing Ho, Norene Kelly, Pei Yuan Wu, Yixiao Ding, Chris Chu, Stephen B. Gilbert, Ahmed E. Kamal, Sun-Yuan Kung
2013 — conf
From green computing to big-data learning: A kernel learning perspective.
ASAP
Sun-Yuan Kung
2013 — conf
Kernel SODA: A Feature Reduction Technique Using Kernel Based Analysis.
ICMLA (1)
Yinan Yu, Tomas McKelvey, Sun-Yuan Kung
2013 — conf
Parameter design tradeoff between prediction performance and training time for Ridge-SVM.
MLSP
Rasmus Rothe, Yinan Yu, Sun-Yuan Kung
2013 — conf
Ridge-adjusted Slack Variable Optimization for supervised classification.
MLSP
Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung
2013 — ch.
Systolic Arrays.
Handbook of Signal Processing Systems
Yu Hen Hu, Sun-Yuan Kung
2012 Misc conf
Color-frequency-orientation histogram based image retrieval.
ICASSP
Zhuo Zhang, Xiaodong Gu, Sun-Yuan Kung
2012 Misc conf
GOASVM: Protein subcellular localization prediction based on Gene ontology annotation and SVM.
ICASSP
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2012 J jnl
Low-energy Formulations of Support Vector Machine Kernel Functions for Biomedical Sensor Applications.
J. Signal Process. Syst.
Kyong-Ho Lee, Sun-Yuan Kung, Naveen Verma
2012 Misc conf
Low-power SVM classifiers for sound event classification on mobile devices.
ICASSP
Man-Wai Mak, Sun-Yuan Kung
2012 Misc conf
On efficient learning and classification kernel methods.
ICASSP
Sun-Yuan Kung, Pei Yuan Wu
2012 — conf
Perturbation regulated kernel regressors for supervised machine learning.
MLSP
Sun-Yuan Kung, Pei Yuan Wu
2012 J jnl
mGOASVM: Multi-label protein subcellular localization based on gene ontology and support vector machines.
BMC Bioinform.
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2011 Misc conf
A mutual information based approach for evaluating the quality of clustering.
ICASSP
Shaikh Anowarul Fattah, Chia-Chun Lin, Sun-Yuan Kung
2011 Misc conf
Improving kernel-energy trade-offs for machine learning in implantable and wearable biomedical applications.
ICASSP
Kyong-Ho Lee, Sun-Yuan Kung, Naveen Verma
2011 J jnl
PDA-SVM Hybrid: A Unified Model for Kernel-Based Supervised Classification.
J. Signal Process. Syst.
Sun-Yuan Kung, Man-Wai Mak
2011 — conf
Protein subcellular localization prediction based on profile alignment and Gene Ontology.
MLSP
Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung
2010 J jnl
A KNN-Scoring Based Core-Growing Approach to Cluster Analysis.
J. Signal Process. Syst.
Tzuen Wuu Hsieh, Jin-Shiuh Taur, Sun-Yuan Kung
2010 Misc conf
A novel three-class ROC method for eQTL analysis.
ICMLC
Weichao Xu, Peikai Chen, Y. S. Hung, Sun-Yuan Kung
2010 J jnl
Feature Selection for Genomic Signal Processing: Unsupervised, Supervised, and Self-Supervised Scenarios.
J. Signal Process. Syst.
Sun-Yuan Kung, Yuhui Luo, Man-Wai Mak
2010 C conf
Speeding up subcellular localization by extracting informative regions of protein sequences for profile alignment.
CIBCB
Wei Wang, Man-Wai Mak, Sun-Yuan Kung
2010 — ch.
Systolic Arrays.
Handbook of Signal Processing Systems
Yu Hen Hu, Sun-Yuan Kung
2010 — conf
Truncation of protein sequences for fast profile alignment with application to subcellular localization.
BIBM
Man-Wai Mak, Wei Wang, Sun-Yuan Kung
2009 J jnl
A kernel-based core growing clustering method.
Int. J. Intell. Syst.
Tzuen Wuu Hsieh, Jin-Shiuh Taur, Chin-Wang Tao, Sun-Yuan Kung
2009 Misc conf
Conditional random fields for the prediction of signal peptide cleavage sites.
ICASSP
Man-Wai Mak, Sun-Yuan Kung
2009 J jnl
Embedded Computing for Fluorescence Confocal Endomicroscopy Imaging.
J. Signal Process. Syst.
Lee Sing Cheong, Feng Lin, Hock Soon Seah, Kemao Qian, Feng Zhao, Patricia S. P. Thong, Khee Chee Soo, Malini Olivo, Sun-Yuan Kung
2009 B conf
Feature-based registration of confocal fluorescence endomicroscopy images.
ICIP
Feng Zhao, Feng Lin, Kemao Qian, Hock Soon Seah, Sun-Yuan Kung
2009 — conf
Kernel Approaches to Unsupervised and Supervised Machine Learning.
PCM
Sun-Yuan Kung
2009 J jnl
On Practical Design for Joint Distributed Source and Network Coding.
IEEE Trans. Inf. Theory
Yunnan Wu, Vladimir Stankovic, Zixiang Xiong, Sun-Yuan Kung
2008 J jnl
Feature Selection for Self-Supervised Classification With Applications to Microarray and Sequence Data.
IEEE J. Sel. Top. Signal Process.
Sun-Yuan Kung, Man-Wai Mak
2008 Misc conf
Fusion of cleavage site detection and pairwise alignment for fast subcellular localization.
ICASSP
Man-Wai Mak, Sun-Yuan Kung
2008 J jnl
Fusion of feature selection methods for pairwise scoring SVM.
Neurocomputing
Man-Wai Mak, Sun-Yuan Kung
2008 J jnl
PairProSVM: Protein Subcellular Localization Based on Local Pairwise Profile Alignment and SVM.
IEEE ACM Trans. Comput. Biol. Bioinform.
Man-Wai Mak, Jian Guo, Sun-Yuan Kung
2008 J jnl
Trend and Challenge on System-on-a-Chip Designs.
J. Signal Process. Syst.
Yen-Kuang Chen, Sun-Yuan Kung
2007 J jnl
Environment adaptation for robust speaker verification by cascading maximum likelihood linear regression and reinforced learning.
Comput. Speech Lang.
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2007 — conf
Feature Selection for Pairwise Scoring Kernels with Applications to Protein Subcellular Localization.
ICASSP (2)
Sun-Yuan Kung, Man-Wai Mak
2007 J jnl
Probabilistic feature-based transformation for speaker verification over telephone networks.
Neurocomputing
Man-Wai Mak, Kwok-Kwong Yiu, Sun-Yuan Kung
2006 — conf
A Solution to the Curse of Dimensionality Problem in Pairwise Scoring Techniques.
ICONIP (1)
Man-Wai Mak, Sun-Yuan Kung
2006 J jnl
A unification of network coding and tree-packing (routing) theorems.
IEEE Trans. Inf. Theory
Yunnan Wu, Kamal Jain, Sun-Yuan Kung
2006 J jnl
Adaptive articulatory feature-based conditional pronunciation modeling for speaker verification.
Speech Commun.
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
2006 J jnl
Blind Stochastic Feature Transformation for Channel Robust Speaker Verification.
J. VLSI Signal Process.
Kwok-Kwong Yiu, Man-Wai Mak, Ming-Cheung Cheung, Sun-Yuan Kung
2006 J jnl
Distributed Utility Maximization for Network Coding Based Multicasting: A Shortest Path Approach.
IEEE J. Sel. Areas Commun.
Yunnan Wu, Sun-Yuan Kung
2006 J jnl
Machine learning for multimodality genomic signal processing.
IEEE Signal Process. Mag.
Sun-Yuan Kung, Man-Wai Mak
2006 — conf
On Consistent Fusion of Multimodal Biometrics.
ICASSP (5)
Sun-Yuan Kung, Man-Wai Mak
2006 J jnl
Symmetric and Asymmetric Multi-modality Biclustering Analysis for Microarray Data Matrix.
J. Bioinform. Comput. Biol.
Sun-Yuan Kung, Man-Wai Mak, Ilias Tagkopoulos
2005 J jnl
A Low-Cost Time-Hopping Impulse Radio System for High Data Rate Transmission.
EURASIP J. Adv. Signal Process.
Andreas F. Molisch, Geoffrey Ye Li, Yves-Paul Nakache, Philip V. Orlik, Makoto Miyake, Yunnan Wu, Sinan Gezici, Harry Sheng, Sun-Yuan Kung, Hisashi Kobayashi, H. Vincent Poor, Alexander M. Haimovich, Jinyun Zhang
2005 J jnl
A low-cost time-hopping impulse radio system for high data rate transmission
CoRR
Andreas F. Molisch, Ye (Geoffrey) Li, Yves-Paul Nakache, Philip V. Orlik, Makoto Miyake, Yunnan Wu, Sinan Gezici, Harry Sheng, Sun-Yuan Kung, Hisashi Kobayashi, H. Vincent Poor, Alexander M. Haimovich, Jinyun Zhang
2005 J jnl
A recursive QR approach to adaptive equalization of time-varying MIMO channels.
Commun. Inf. Syst.
Sun-Yuan Kung, Chad L. Myers, Xinying Zhang
2005 — conf
A two-level fusion approach to multimodal biometric verification.
ICASSP (5)
Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung
2005 A* conf
Bounding the power rate function of wireless ad hoc networks.
INFOCOM
Yunnan Wu, Qian Zhang, Wenwu Zhu, Sun-Yuan Kung
2005 J jnl
Capacity bound analysis for FIR Bézout equalizers in ISI MIMO channels.
IEEE Trans. Signal Process.
Xinying Zhang, Sun-Yuan Kung
2005 A conf
Channel robust speaker verification via Bayesian blind stochastic feature transformation.
INTERSPEECH
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2005 J jnl
Depth measurement from integral images through viewpoint image extraction and a modified multibaseline disparity analysis algorithm.
J. Electronic Imaging
Chunhong Wu, Amar Aggoun, Malcolm McCormick, Sun-Yuan Kung
2005 J jnl
Extraction of Speaker Features from Different Stages of DSR Front-Ends for Distributed Speaker Verification.
Int. J. Speech Technol.
Man-Wai Mak, Chin-Hung Sit, Sun-Yuan Kung
2005 J jnl
Minimum-energy multicast in mobile ad hoc networks using network coding.
IEEE Trans. Commun.
Yunnan Wu, Philip A. Chou, Sun-Yuan Kung
2005 C conf
Multi-Class Biclustering and Classification Based on Modeling of Gene Regulatory Networks.
BIBE
Ilias Tagkopoulos, Nikolai Slavov, Sun-Yuan Kung
2005 — conf
Multi-Metric and Multi-Substructure Biclustering Analysis for Gene Expression Data.
CSB
Sun-Yuan Kung, Man-Wai Mak, Ilias Tagkopoulos
2005 J jnl
Network planning in wireless ad hoc networks: a cross-Layer approach.
IEEE J. Sel. Areas Commun.
Yunnan Wu, Philip A. Chou, Qian Zhang, Kamal Jain, Wenwu Zhu, Sun-Yuan Kung
2005 — conf
Reduced-complexity network coding for multicasting over ad hoc networks.
ICASSP (3)
Yunnan Wu, Sun-Yuan Kung
2005 — conf
Speaker Verification Using Adapted Articulatory Feature-based Conditional Pronunciation Modeling.
ICASSP (1)
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
2005 A conf
Speaker verification via articulatory feature-based conditional pronunciation modeling with vowel and consonant mixture models.
INTERSPEECH
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
2005 J jnl
Variable-phase-shift-based RF-baseband codesign for MIMO antenna selection.
IEEE Trans. Signal Process.
Xinying Zhang, Andreas F. Molisch, Sun-Yuan Kung
2004 A conf
A new approach to channel robust speaker verification via constrained stochastic feature transformation.
INTERSPEECH
Man-Wai Mak, Kwok-Kwong Yiu, Ming-Cheung Cheung, Sun-Yuan Kung
2004 — conf
A recursive QR approach to semi-blind equalization of time-varying MIMO channels.
ICASSP (4)
Sun-Yuan Kung, Chad L. Myers, Xinying Zhang
2004 J jnl
Accurate detection of aneuploidies in array CGH and gene expression microarray data.
Bioinform.
Chad L. Myers, Maitreya J. Dunham, Sun-Yuan Kung, Olga G. Troyanskaya
2004 — conf
Adaptive conditional pronunciation modeling using articulatory features for speaker verification.
ISCSLP
Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung
2004 — conf
Applying articulatory features to telephone-based speaker verification.
ICASSP (1)
Ka-Yee Leung, Man-Wai Mak, Sun-Yuan Kung
2004 A conf
Articulatory feature-based conditional pronunciation modeling for speaker verification.
INTERSPEECH
Ka-Yee Leung, Man-Wai Mak, Sun-Yuan Kung
2004 — conf
Cross-weighted Fisher discriminant analysis for visualization of DNA microarray data.
ICASSP (5)
Xinying Zhang, Chad L. Myers, Sun-Yuan Kung
2004 J jnl
Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution.
J. VLSI Signal Process.
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
2004 — conf
Maximum Likelihood and Maximum a Posteriori Adaptation for Distributed Speaker Recognition Systems.
ICBA
Chin-Hung Sit, Man-Wai Mak, Sun-Yuan Kung
2004 B conf
Minimum-energy multicast in mobile ad hoc networks using network coding.
ITW
Yunnan Wu, Philip A. Chou, Sun-Yuan Kung
2004 B conf
Mobility assisted optimal routing in noninterfering mobile ad hoc networks.
IWQoS
Jihui Zhang, Yunnan Wu, Qian Zhang, Bo Li, Wenwu Zhu, Sun-Yuan Kung
2004 — conf
Multi-sample data-dependent fusion of sorted score sequences for biometric verification.
ICASSP (5)
Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung
2004 A conf
Multi-sample fusion with constrained feature transformation for robust speaker verification.
INTERSPEECH
Ming-Cheung Cheung, Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2004 J jnl
Signal detection for MIMO-ISI channels: an iterative greedy improvement approach.
IEEE Trans. Signal Process.
Yunnan Wu, Sun-Yuan Kung
2004 J jnl
Stochastic Feature Transformation with Divergence-Based Out-of-Handset Rejection for Robust Speaker Verification.
EURASIP J. Adv. Signal Process.
Man-Wai Mak, Chi-Leung Tsang, Sun-Yuan Kung
2003 J jnl
3D-Object Space Reconstruction from Planar Recorded Data of 3D-Integral Images.
J. VLSI Signal Process.
Silvia Manolache Cirstea, Sun-Yuan Kung, Malcolm McCormick, Amar Aggoun
2003 — conf
A nonlinear recursive least-squares algorithm for the blind separation of finite-alphabet sources.
ICASSP (2)
Scott C. Douglas, Sun-Yuan Kung
2003 B conf
Achievable capacity with sequential equalizers in Rayleigh fading MIMO channels.
GLOBECOM
Xinying Zhang, Sun-Yuan Kung
2003 A conf
Adaptive decision fusion for multi-sample speaker verification over GSM networks.
INTERSPEECH
Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung
2003 — conf
Capacity analysis for parallel and sequential MIMO equalizers.
ICASSP (4)
Xinying Zhang, Sun-Yuan Kung
2003 A conf
Capacity analysis for parallel and sequential MIMO equalizers.
ICME
Xinying Zhang, Sun-Yuan Kung
2003 J jnl
Capacity analysis for parallel and sequential MIMO equalizers.
IEEE Trans. Signal Process.
Xinying Zhang, Sun-Yuan Kung
2003 — conf
Cluster-Dependent Feature Transformation for Telephone-Based Speaker Verification.
AVBPA
Chi-Leung Tsang, Man-Wai Mak, Sun-Yuan Kung
2003 A conf
Computational intelligence approach for gene expression data mining and classification.
ICME
Zuyi Wang, Sun-Yuan Kung, Junying Zhang, Javed I. Khan, Jianhua Xuan, Yue Joseph Wang
2003 B conf
DFT-based hybrid antenna selection schemes for spatially correlated MIMO channels.
PIMRC
Andreas F. Molisch, Xinying Zhang, Sun-Yuan Kung, Jinyun Zhang
2003 — conf
Detection for MIMO systems with imprecise channel knowledge.
ICASSP (4)
Yunnan Wu, Sun-Yuan Kung
2003 A conf
Detection for MIMO systems with imprecise channel knowledge.
ICME
Yunnan Wu, Sun-Yuan Kung
2003 J jnl
Discriminatory Mining of Gene Expression Microarray Data.
J. VLSI Signal Process.
Zuyi Wang, Yue Joseph Wang, Jianping Lu, Sun-Yuan Kung, Junying Zhang, Richard Lee, Jianhua Xuan, Javed I. Khan, Robert Clarke
2003 A conf
Environment adaptation for robust speaker verification.
INTERSPEECH
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2003 B conf
Impulse radio pulse shaping for ultra-wide bandwidth (UWB) systems.
PIMRC
Yunnan Wu, Andreas F. Molisch, Sun-Yuan Kung, Jinyun Zhang
2003 B conf
Phase-shift-based antenna selection for MIMO channels.
GLOBECOM
Xinying Zhang, Andreas F. Molisch, Sun-Yuan Kung
2003 — conf
Robust speaker verification from GSM-transcoded speech based on decision fusion and feature transformation.
ICASSP (2)
Man-Wai Mak, Ming-Cheung Cheung, Sun-Yuan Kung
2003 A conf
Speaker verification based on g.729 and g.723.1 coder parameters and handset mismatch compensation.
INTERSPEECH
Eric W. M. Yu, Man-Wai Mak, Chin-Hung Sit, Sun-Yuan Kung
2002 J jnl
A Comparative Study on Kernel-Based Probabilistic Neural Networks for Speaker Verification.
Int. J. Neural Syst.
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2002 Misc conf
Bezout equalization for STBC-MIMO systems.
ICASSP
Sun-Yuan Kung, Yunnan Wu, Xinying Zhang
2002 J jnl
Bezout space-time precoders and equalizers for MIMO channels.
IEEE Trans. Signal Process.
Sun-Yuan Kung, Yunnan Wu, Xinying Zhang
2002 J jnl
COD: Diversity-Adaptive Subspace Processing for Multipath Separation and Signal Recovery.
J. VLSI Signal Process.
Xinying Zhang, Sun-Yuan Kung
2002 Misc conf
Combining stochastic feature transformation and handset identification for telephone-based speaker verification.
ICASSP
Man-Wai Mak, Sun-Yuan Kung
2002 A conf
Divergence-based out-of-class rejection for telephone handset identification.
INTERSPEECH
Chi-Leung Tsang, Man-Wai Mak, Sun-Yuan Kung
2002 — conf
Kernel-Based Probabilistic Neural Networks with Integrated Scoring Normalization for Speaker Verification.
IEEE Pacific Rim Conference on Multimedia
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2002 — conf
Spreading code assignment in an ad hoc DS-CDMA wireless network.
ICC
Yunnan Wu, Qian Zhang, Wenwu Zhu, Sun-Yuan Kung
2001 — conf
A GMM-Based Handset Selector for Channel Mismatch Compensation with Applications to Speaker Identification.
IEEE Pacific Rim Conference on Multimedia
Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung
2001 Misc conf
COD: blind path separation with limited antenna size.
ICASSP
Xinying Zhang, Sun-Yuan Kung
2001 J jnl
Dynamic resource allocation via video content and short-term traffic statistics.
IEEE Trans. Multim.
Min Wu, Robert A. Joyce, Hau-San Wong, Ling Guan, Sun-Yuan Kung
2001 J jnl
Extraction of Video Objects via Surface Optimization and Voronoi Order.
J. VLSI Signal Process.
I-Jong Lin, Sun-Yuan Kung
2001 Misc conf
Hierarchical adaptive regularisation method for depth extraction from planar recording of 3D-integral images.
ICASSP
Silvia Manolache Cirstea, Malcolm McCormick, Sun-Yuan Kung
2001 — conf
Intelligent Multi-hop Video Communications.
IEEE Pacific Rim Conference on Multimedia
Yunnan Wu, Anthony Vetro, Huifang Sun, Sun-Yuan Kung
2000 B conf
Dynamic Resource Allocation via Video Content and Short-Term Traffic Statistics.
ICIP
Min Wu, Robert A. Joyce, Sun-Yuan Kung
2000 A conf
Efficient Representation and Comparison of Multimedia Content using DAG-Composition.
IEEE International Conference on Multimedia and Expo (II)
I-Jong Lin, Ajay Divakaran, Anthony Vetro, Sun-Yuan Kung
2000 J jnl
Estimation of elliptical basis function parameters by the EM algorithm with application to speaker verification.
IEEE Trans. Neural Networks Learn. Syst.
Man-Wai Mak, Sun-Yuan Kung
2000 J jnl
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution.
J. VLSI Signal Process.
Scott C. Douglas, Sun-Yuan Kung
2000 J jnl
On gradient adaptation with unit-norm constraints.
IEEE Trans. Signal Process.
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
2000 J jnl
Probabilistic principal component subspaces: a hierarchical finite mixture model for data visualization.
IEEE Trans. Neural Networks Learn. Syst.
Yue Joseph Wang, Lan Luo, Matthew T. Freedman, Sun-Yuan Kung
1999 J jnl
A fast rate-optimized motion estimation algorithm for low-bit-rate video coding.
IEEE Trans. Circuits Syst. Video Technol.
John C.-H. Ju, Yen-Kuang Chen, Sun-Yuan Kung
1999 Misc conf
Adaptive paraunitary filter banks for principal and minor subspace analysis.
ICASSP
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
1999 C conf
Automatic music score recognition/play system based on decision based neural network.
MMSP
Toyokazu Hori, Shinichiro Wada, Howzan Tai, Sun-Yuan Kung
1999 C conf
Automatic video object segmentation via Voronoi ordering and surface optimization.
MMSP
I-Jong Lin, Sun-Yuan Kung
1999 B conf
Hierarchical probabilistic principal component subspaces for data visualization.
IJCNN
Yue Joseph Wang, Lan Luo, Matthew T. Freedman, Sun-Yuan Kung
1999 C conf
Intelligent multimedia signal processing: technology, application, and challenge.
MMSP
Sun-Yuan Kung, I-Jong Lin
1999 J jnl
Synergistic modeling and applications of hierarchical fuzzy neural networks.
Proc. IEEE
Sun-Yuan Kung, Jin-Shiuh Taur, Shang-Hung Lin
1998 J jnl
A Systolic Design Methodology with Application to Full-Search Block-Matching Architectures.
J. VLSI Signal Process.
Yen-Kuang Chen, Sun-Yuan Kung
1998 Misc conf
A novel learning method by structural reduction of DAGs for on-line OCR applications.
ICASSP
I-Jong Lin, Sun-Yuan Kung
1998 J jnl
A self-stabilized minor subspace rule.
IEEE Signal Process. Lett.
Scott C. Douglas, Sun-Yuan Kung, Shun-ichi Amari
1998 C conf
Circular Viterbi based adaptive system for automatic video object segmentation.
MMSP
I-Jong Lin, Sun-Yuan Kung
1998 J jnl
Data mapping by probabilistic modular networks and information-theoretic criteria.
IEEE Trans. Signal Process.
Yue Joseph Wang, Shang-Hung Lin, Huai Li, Sun-Yuan Kung
1998 J jnl
Editorial Message.
J. VLSI Signal Process.
Mary Jane Irwin, Sun-Yuan Kung, Earl E. Swartzlander Jr.
1998 Misc conf
Extraction of independent components from hybrid mixture: KuicNet learning algorithm and applications.
ICASSP
Sun-Yuan Kung, Cristina Mejuto
1998 C conf
Frame-rate up-conversion using transmitted true motion vectors.
MMSP
Yen-Kuang Chen, Anthony Vetro, Huifang Sun, Sun-Yuan Kung
1998 J jnl
Guest Editorial Applications Of Artificial Neural Networks To Image Processing.
IEEE Trans. Image Process.
Rama Chellappa, Kunihiko Fukushima, Aggelos K. Katsaggelos, Sun-Yuan Kung, Yann LeCun, Nasser M. Nasrabadi, Tomaso A. Poggio
1998 J jnl
Guest Editorial: Special Section on Computational Intelligence in Image Processing.
J. Electronic Imaging
Ling Guan, Sun-Yuan Kung, David B. Fogel
1998 J jnl
Multimedia Signal Processors: An Architectural Platform with Algorithmic Compilation.
J. VLSI Signal Process.
Yen-Kuang Chen, Sun-Yuan Kung
1998 J jnl
Neural networks for intelligent multimedia processing.
Proc. IEEE
Sun-Yuan Kung, Jenq-Neng Hwang
1998 J jnl
Quantification and segmentation of brain tissues from MR images: a probabilistic neural network approach.
IEEE Trans. Image Process.
Yue Joseph Wang, Tülay Adali, Sun-Yuan Kung, Zsolt Szabo
1998 J jnl
Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures.
J. VLSI Signal Process.
Yue Joseph Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung
1997 J jnl
A Linear Systolic Array for Real-Time Morphological Image Processing.
J. VLSI Signal Process.
Konstantinos I. Diamantaras, Sun-Yuan Kung
1997 J jnl
A Principal Component Clustering Approach to Object-Oriented Motion Segmentation and Estimation.
J. VLSI Signal Process.
Yun-Ting Lin, Yen-Kuang Chen, Sun-Yuan Kung
1997 J jnl
A delay damage model selection algorithm for NARX neural networks.
IEEE Trans. Signal Process.
Tsung-Nan Lin, C. Lee Giles, Bill G. Horne, Sun-Yuan Kung
1997 C conf
A hierarchical algorithm for image retrieval by sketch.
MMSP
Yin Chan, Sun-Yuan Kung
1997 C conf
A recursively structured solution for handwriting and speech recognition.
MMSP
I-Jong Lin, Sun-Yuan Kung
1997 — conf
An Operation Placement and Scheduling Scheme for Cache and Communication Localities in Fine-Grain Parallel Architectures.
ISPAN
Yen-Kuang Chen, Sun-Yuan Kung
1997 J jnl
Coding and comparison of DAG's as a novel neural structure with applications to on-line handwriting recognition.
IEEE Trans. Signal Process.
I-Jong Lin, Sun-Yuan Kung
1997 J jnl
Face recognition/detection by probabilistic decision-based neural network.
IEEE Trans. Neural Networks
Shang-Hung Lin, Sun-Yuan Kung, Long-Ji Lin
1997 C ed.
First IEEE Workshop on Multimedia Signal Processing, MMSP 1997, Princeton, New Jersey, USA, June 23-25, 1997
MMSP
Yao Wang, Amy R. Reibman, Biing-Hwang Juang, Tsuhan Chen, Sun-Yuan Kung
1997 J jnl
Guest Editors' Introduction: Neural Networks For Signal Processing.
IEEE Trans. Signal Process.
Anthony G. Constantinides, Simon Haykin, Yu Hen Hu, Jenq-Neng Hwang, Shigeru Katagiri, Sun-Yuan Kung, Tomaso A. Poggio
1997 J jnl
Implementation of media processors.
IEEE Signal Process. Mag.
Peter Pirsch, Hans-Joachim Stolberg, Yan-Kuang Chen, Sun-Yuan Kung
1997 J jnl
Model-based Neural Networks for Image Processing.
IEEE Signal Process. Mag.
Ling Guan, Sun-Yuan Kung
1997 J jnl
Neural networks for intelligent multimedia processing.
IEEE Signal Process. Mag.
Sun-Yuan Kung, Jenq-Neng Hwang
1997 C conf
On architectural styles for multimedia signal processors.
MMSP
Sun-Yuan Kung, Yen-Kuang Chen
1997 C conf
Rate optimization by true motion estimation.
MMSP
Yen-Kuang Chen, Sun-Yuan Kung
1997 J jnl
The past, present, and future of neural networks for signal processing.
IEEE Signal Process. Mag.
Jenq-Neng Hwang, Sun-Yuan Kung, Mahesan Niranjan, José C. Príncipe
1996 — conf
A feature tracking algorithm using neighborhood relaxation with multi-candidate pre-screening.
ICIP (2)
Yen-Kuang Chen, Yun-Ting Lin, Sun-Yuan Kung
1996 Misc conf
A probabilistic decision-based neural network for locating deformable objects and its applications to surveillance system and video browsing.
ICASSP
Shang-Hung Lin, Yin Chan, Sun-Yuan Kung
1996 J jnl
Dynamic programming implementation on array processor architectures.
J. VLSI Signal Process.
Konstantinos I. Diamantaras, W. H. Chou, Sun-Yuan Kung
1996 Misc conf
Motion-based segmentation by principal singular vector (PSV) clustering method.
ICASSP
Sun-Yuan Kung, Yun-Ting Lin, Yen-Kuang Chen
1996 — conf
Object-based scene segmentation combining motion and image cues.
ICIP (1)
Yun-Ting Lin, Yen-Kuang Chen, Sun-Yuan Kung
1996 — conf
Video shot classification using human faces.
ICIP (3)
Yin Chan, Shang-Hung Lin, Yap-Peng Tan, Sun-Yuan Kung
1995 — conf
Bit Level Block Matching Systolic Arrays.
ASAP
Yin Chan, Sun-Yuan Kung
1995 B conf
Decision-based neural network for face recognition system.
ICIP
Sun-Yuan Kung, M. Fang, S. P. Liou, M. Y. Chiu, Jin-Shiuh Taur
1995 J jnl
Decision-based neural networks with signal/image classification applications.
IEEE Trans. Neural Networks
Sun-Yuan Kung, Jin-Shiuh Taur
1995 — conf
Multi-level pixel difference classification methods.
ICIP (3)
Yin Chan, Sun-Yuan Kung
1995 J jnl
Parallel and pipelined VLSI implementation of a staged decoder for BCM signals.
J. VLSI Signal Process.
Giuseppe Caire, Javier Ventura-Traveset, J. Murphy, Sun-Yuan Kung
1995 — conf
Probabilistic DBNN via expectation-maximization with multi-sensor classification applications.
ICIP (3)
Shang-Hung Lin, Sun-Yuan Kung
1994 J jnl
Adaptive Principal component EXtraction (APEX) and applications.
IEEE Trans. Signal Process.
Sun-Yuan Kung, Konstantinos I. Diamantaras, Jin-Shiuh Taur
1994 — conf
An SVD Approach to Multi-Camera-Multi-Target 3-D Motion-Shape Analysis.
ICIP (1)
Sun-Yuan Kung, Jin-Shiuh Taur, M. Y. Chiu
1994 J jnl
Cross-correlation neural network models.
IEEE Trans. Signal Process.
Konstantinos I. Diamantaras, Sun-Yuan Kung
1994 J jnl
Multilayer neural networks for reduced-rank approximation.
IEEE Trans. Neural Networks
Konstantinos I. Diamantaras, Sun-Yuan Kung
1994 — conf
Register transfer modeling and simulation for array processors.
ASAP
W. H. Chou, Sun-Yuan Kung
1993 — book
Digital neural networks.
Sun-Yuan Kung
1993 — conf
Fuzzy-decision neural networks.
ICASSP (1)
Jin-Shiuh Taur, Sun-Yuan Kung
1993 J jnl
On partitioning and fault tolerance issues for neural array processors.
J. VLSI Signal Process.
Karl-Heinz Zimmermann, Tien-Chien Lee, Sun-Yuan Kung
1993 — conf
Prediction-based networks with ECG application.
ICNN
Jin-Shiuh Taur, Sun-Yuan Kung
1993 — conf
Scheduling partitioned algorithms on processor arrays with limited communication supports.
ASAP
W. H. Chou, Sun-Yuan Kung
1993 — conf
Volume rendering by wavefront architecture.
ASAP
Shang-Hung Lin, Sun-Yuan Kung
1992 J jnl
Hidden Markov models for character recognition.
IEEE Trans. Image Process.
John A. Vlontzos, Sun-Yuan Kung
1991 J jnl
An Optimal Systolic Array for the Algebraic Path Problem.
IEEE Trans. Computers
Paul S. Lewis, Sun-Yuan Kung
1991 Misc conf
An unsupervised neural model for oriented principal component extraction.
ICASSP
Kostas I. Diamantaras, Sun-Yuan Kung
1991 Misc conf
Comparison of several learning subspace methods for classification.
ICASSP
Jin-Shiuh Taur, Sun-Yuan Kung
1991 Misc conf
Competition-based supervised learning algorithm for nonlinear discriminant functions.
ICASSP
Sun-Yuan Kung, W. D. Mao
1991 J jnl
Editorial.
J. VLSI Signal Process.
Sun-Yuan Kung
1991 J jnl
Systolic array designs for Kalman filtering.
IEEE Trans. Signal Process.
Sun-Yuan Kung, Jenq-Neng Hwang
1990 Misc conf
A neural network learning algorithm for adaptive principal component extraction (APEX).
ICASSP
Sun-Yuan Kung, Kostas I. Diamantaras
1990 — conf
An object recognition system using stochastic knowledge source and VLSI parallel architecture.
ICPR (1)
W. D. Mao, Sun-Yuan Kung
1990 B conf
Orthogonal learning network for constrained principal component problem.
IJCNN
Sun-Yuan Kung
1990 — conf
Special purpose array processor implementation of neural networks.
TAI
Sun-Yuan Kung, John A. Vlontzos
1990 J jnl
The use of data dependence graphs in the design of bit-level systolic arrays.
IEEE Trans. Acoust. Speech Signal Process.
John V. McCanny, John G. McWhirter, Sun-Yuan Kung
1989 J jnl
A Unified Systolic Architecture for Artificial Neural Networks.
J. Parallel Distributed Comput.
Sun-Yuan Kung, Jenq-Neng Hwang
1989 J jnl
A systolic neural network architecture for hidden Markov models.
IEEE Trans. Acoust. Speech Signal Process.
Jenq-Neng Hwang, John A. Vlontzos, Sun-Yuan Kung
1989 Misc conf
A unifying algorithm/architecture for artificial neural networks.
ICASSP
Sun-Yuan Kung, Jenq-Neng Hwang
1989 J jnl
Fault-Tolerant Array Processors Using Single-Track Switches.
IEEE Trans. Computers
Sun-Yuan Kung, Shiann-Ning Jean, Chih-Wei Jim Chang
1989 Misc conf
Hidden Markov models for character recognition.
ICASSP
John A. Vlontzos, Sun-Yuan Kung
1989 J jnl
Introduction.
J. VLSI Signal Process.
José A. B. Fortes, Sun-Yuan Kung
1989 J jnl
Parallel algorithms/architectures for neural networks.
J. VLSI Signal Process.
Jenq-Neng Hwang, Sun-Yuan Kung
1988 — conf
A hierarchical system for character recognition with stochastic knowledge representation.
ICNN
John A. Vlontzos, Sun-Yuan Kung
1988 J jnl
An algebraic projection analysis for back-propagation learning.
Neural Networks
Sun-Yuan Kung, Jenq-Neng Hwang
1988 — conf
An algebraic projection analysis for optimal hidden units size and learning rates in back-propagation learning.
ICNN
Sun-Yuan Kung, Jenq-Neng Hwang
1988 Misc conf
An efficient triarray systolic design for real-time Kalman filtering.
ICASSP
Sun-Yuan Kung, Jenq-Neng Hwang
1988 B conf
CORP-a new recovery procedure for VLSI processor arrays.
CBMS
Elias S. Manolakos, Sun-Yuan Kung
1988 Misc conf
Efficient modeling for multilayer feed-forward neural nets.
ICASSP
Sun-Yuan Kung, Jenq-Neng Hwang, S. W. Sun
1988 — conf
Graceful Degradation Schemes for Static/Dynamic Wavefront Arrays.
ICPP (1)
Shiann-Ning Jean, Chih-Wei Jim Chang, Sun-Yuan Kung
1988 — conf
Parallel architectures for artificial neural nets.
ICNN
Sun-Yuan Kung, Jenq-Neng Hwang
1988 J jnl
Ring systolic designs for artificial neural nets.
Neural Networks
Sun-Yuan Kung, Jenq-Neng Hwang
1987 A conf
A Wavefront Array Processor Using Dataflow Processing Elements.
ICS
John A. Vlontzos, Sun-Yuan Kung
1987 — conf
Matching algorithms to array processors.
FJCC
Sun-Yuan Kung, Shiann-Ning Jean, Sheng-Chun Lo
1987 J jnl
Optimal Systolic Design for the Transitive Closure and the Shortest Path Problems.
IEEE Trans. Computers
Sun-Yuan Kung, Sheng-Chun Lo, Paul S. Lewis
1987 J jnl
Performance Analysis and Optimization of VLSI Dataflow Arrays.
J. Parallel Distributed Comput.
Sun-Yuan Kung, Paul S. Lewis, Sheng-Chun Lo
1987 J jnl
Wavefront Array Processors-Concept to Implementation.
Computer
Sun-Yuan Kung, Sheng-Chun Lo, Shiann-Ning Jean, Jenq-Neng Hwang
1986 Misc conf
A Toeplitz approximation approach to coherent source direction finding.
ICASSP
Sun-Yuan Kung, C. K. Lo, R. Foka
1986 Misc conf
On VLSI array architectures for digital image processing.
ICASSP
Sun-Yuan Kung
1986 A conf
Real-Time Configuration for Fault-Tolerant VLSI Array Processors.
RTSS
Sun-Yuan Kung, Chih-Wei Jim Chang, Chein-Wei Jen
1986 B conf
Timing Analysis and Design Optimization of VLSI Data Flow Arrays.
ICPP
Sun-Yuan Kung, Sheng-Chun Lo, Paul S. Lewis
1985 Misc conf
Hierarchical flowgraph integration for VLSI array processors.
ICASSP
Sun-Yuan Kung, Jurgen Annevelink, Patrick M. Dewilde, S. C. Lo
1985 J jnl
Toeplitz eigensystem solver.
IEEE Trans. Acoust. Speech Signal Process.
Yu Hen Hu, Sun-Yuan Kung
1984 Misc conf
A state space approach for the 2-D harmonic retrieval problem.
ICASSP
D. V. Bhaskar Rao, Sun-Yuan Kung
1984 Misc conf
An algorithm basis for systolic/Wavefront array software.
ICASSP
Sun-Yuan Kung
1984 J jnl
On programming VLSI concurrent array processors.
Integr.
Armin B. Cremers, Sun-Yuan Kung
1983 Misc conf
Highly concurrent Toeplitz eigen-system solver for high resolution spectral estimation.
ICASSP
Yu Hen Hu, Sun-Yuan Kung
1983 J jnl
VLSI design for massively parallel signal processors.
Microprocess. Microsystems
Sun-Yuan Kung, Jurgen Annevelink
1982 Misc conf
Analysis and implementation of the adaptive notch filter for frequency estimation.
ICASSP
Sun-Yuan Kung, D. V. Bhaskar Rao
1982 J jnl
Wavefront Array Processor: Language, Architecture, and Applications.
IEEE Trans. Computers
Sun-Yuan Kung, K. S. Arun, Ron J. Gal-Ezer, D. V. Bhaskar Rao
1981 Misc conf
Highly parallel architectures for solving linear equations.
ICASSP
Sun-Yuan Kung, D. V. Bhaskar Rao