| 2025 | ICASSP | Masked Image Pretraining on Language Assisted Representation. | Zejiang Hou, Sun-Yuan Kung |
| 2025 | ICLR | Adding Conditional Control to Diffusion Models with Reinforcement Learning. | Yulai Zhao, Masatoshi Uehara, Gabriele Scalia, Sun-Yuan Kung, Tommaso Biancalani, Sergey Levine, Ehsan Hajiramezanali |
| 2024 | QCE | Bridging the Quantum Education Gap: Hands-on Visualization Projects for Quantum Search Algorithm. | Yao-Hsin Chou, Yu-Chi Jiang, Shu-Yu Kuo, Sun-Yuan Kung |
| 2022 | CVPR | Semi-Supervised Few-Shot Learning from A Dependency-Discriminant Perspective. | Zejiang Hou, Sun-Yuan Kung |
| 2022 | CVPR | Multi-Dimensional Vision Transformer Compression via Dependency Guided Gaussian Process Search. | Zejiang Hou, Sun-Yuan Kung |
| 2022 | CVPR | CHEX: CHannel EXploration for CNN Model Compression. | Zejiang Hou, Minghai Qin, Fei Sun, Xiaolong Ma, Kun Yuan, Yi Xu, Yen-Kuang Chen, Rong Jin, Yuan Xie, Sun-Yuan Kung |
| 2022 | ECCV | 3D-FM GAN: Towards 3D-Controllable Face Manipulation. | Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Richard Zhang, Sun-Yuan Kung |
| 2022 | GECCO | Evolving transferable neural pruning functions. | Yuchen Liu, Sun-Yuan Kung, David Wentzlaff |
| 2022 | ICPR | Class-Discriminative CNN Compression. | Yuchen Liu, David Wentzlaff, Sun-Yuan Kung |
| 2022 | WACV | Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution. | Zejiang Hou, Sun-Yuan Kung |
| 2021 | BMVC | Parameter Efficient Dynamic Convolution via Tensor Decomposition. | Zejiang Hou, Sun-Yuan Kung |
| 2021 | CVPR | Content-Aware GAN Compression. | Yuchen Liu, Zhixin Shu, Yijun Li, Zhe Lin, Federico Perazzi, Sun-Yuan Kung |
| 2021 | ICASSP | Meta-Learning with Attention for Improved Few-Shot Learning. | Zejiang Hou, Anwar Walid, Sun-Yuan Kung |
| 2020 | ICASSP | Scalable Kernel Learning Via the Discriminant Information. | Mert Al, Zejiang Hou, Sun-Yuan Kung |
| 2020 | ICASSP | Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning. | Zejiang Hou, Sun-Yuan Kung |
| 2020 | ICIP | Exploring Highly Efficient Compact Neural Networks For Image Classification. | Xukai Xie, Yuan Zhou, Sun-Yuan Kung |
| 2020 | ICPR | Hierarchically Aggregated Residual Transformation for Single Image Super Resolution. | Zejiang Hou, Sun-Yuan Kung |
| 2020 | ICPR | A Discriminant Information Approach to Deep Neural Network Pruning. | Zejiang Hou, Sun-Yuan Kung |
| 2019 | ICASSP | Methodical Design and Trimming of Deep Learning Networks: Enhancing External BP Learning with Internal Omnipresent-supervision Training Paradigm. | Sun-Yuan Kung, Zejiang Hou, Yuchen Liu |
| 2019 | IJCNN | A Kernel Discriminant Information Approach to Non-linear Feature Selection. | Zejiang Hou, Sun-Yuan Kung |
| 2018 | ICASSP | Multi-Kernel, Deep Neural Network and Hybrid Models for Privacy Preserving Machine Learning. | Mert Al, Thee Chanyaswad, Sun-Yuan Kung |
| 2018 | ICASSP | Outlier Removal for Enhancing Kernel-Based Classifier Via the Discriminant Information. | Thee Chanyaswad, Mert Al, Sun-Yuan Kung |
| 2018 | ICPR | Super-resolution Imaging Based on Global Interpolation and Structural Similarities. | Yuan Zhou, Shuwei Huo, Ying Chen, Sun-Yuan Kung |
| 2018 | ICPR | Multi-scale Generative Adversarial Networks for Crowd Counting. | Jianxing Yang, Yuan Zhou, Sun-Yuan Kung |
| 2018 | ICPR | Blurred Image Region Detection based on Stacked Auto-Encoder. | Yuan Zhou, Jianxing Yang, Yang Chen, Sun-Yuan Kung |
| 2017 | ICIP | Salient object detection via a linear feedback control system. | Shuwei Huo, Yuan Zhou, Sun-Yuan Kung |
| 2017 | IJCNN | A compressive multi-kernel method for privacy-preserving machine learning. | Thee Chanyaswad, J. Morris Chang, Sun-Yuan Kung |
| 2017 | IJCNN | Semi-supervised saliency classifier based on a linear feedback control system model. | Shuwei Huo, Yuan Zhou, Sun-Yuan Kung |
| 2016 | ICASSP | Adaptive margin slack minimization in RKHS for classification. | Yinan Yu, Konstantinos I. Diamantaras, Tomas McKelvey, Sun-Yuan Kung |
| 2014 | ACCV | Image Restoration via Multi-prior Collaboration. | Feng Jiang, Shengping Zhang, Debin Zhao, Sun-Yuan Kung |
| 2014 | ICASSP | Ensemble random projection for multi-label classification with application to protein subcellular localization. | Shibiao Wan, Man-Wai Mak, Bai Zhang, Yue Joseph Wang, Sun-Yuan Kung |
| 2014 | ICASSP | Cost-effective kernel ridge regression implementation for keystroke-based active authentication system. | Pei Yuan Wu, Chi-Chen Fang, J. Morris Chang, Stephen B. Gilbert, Sun-Yuan Kung |
| 2014 | ICASSP | Feature reduction based on Sum-Of-SNR (SOSNR) optimization. | Yinan Yu, Tomas McKelvey, Sun-Yuan Kung |
| 2013 | ICASSP | Adaptive thresholding for multi-label SVM classification with application to protein subcellular localization prediction. | Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung |
| 2013 | ICASSP | A classification scheme for 'high-dimensional-small-sample-size' data using soda and ridge-SVM with microwave measurement applications. | Yinan Yu, Tomas McKelvey, Sun-Yuan Kung |
| 2013 | ICMLA | Kernel SODA: A Feature Reduction Technique Using Kernel Based Analysis. | Yinan Yu, Tomas McKelvey, Sun-Yuan Kung |
| 2012 | ICASSP | On efficient learning and classification kernel methods. | Sun-Yuan Kung, Pei Yuan Wu |
| 2012 | ICASSP | Low-power SVM classifiers for sound event classification on mobile devices. | Man-Wai Mak, Sun-Yuan Kung |
| 2012 | ICASSP | GOASVM: Protein subcellular localization prediction based on Gene ontology annotation and SVM. | Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung |
| 2012 | ICASSP | Color-frequency-orientation histogram based image retrieval. | Zhuo Zhang, Xiaodong Gu, Sun-Yuan Kung |
| 2011 | ICASSP | A mutual information based approach for evaluating the quality of clustering. | Shaikh Anowarul Fattah, Chia-Chun Lin, Sun-Yuan Kung |
| 2011 | ICASSP | Improving kernel-energy trade-offs for machine learning in implantable and wearable biomedical applications. | Kyong-Ho Lee, Sun-Yuan Kung, Naveen Verma |
| 2010 | CIBCB | Speeding up subcellular localization by extracting informative regions of protein sequences for profile alignment. | Wei Wang, Man-Wai Mak, Sun-Yuan Kung |
| 2010 | ICMLC | A novel three-class ROC method for eQTL analysis. | Weichao Xu, Peikai Chen, Y. S. Hung, Sun-Yuan Kung |
| 2009 | ICASSP | Conditional random fields for the prediction of signal peptide cleavage sites. | Man-Wai Mak, Sun-Yuan Kung |
| 2009 | ICIP | Feature-based registration of confocal fluorescence endomicroscopy images. | Feng Zhao, Feng Lin, Kemao Qian, Hock Soon Seah, Sun-Yuan Kung |
| 2008 | ICASSP | Fusion of cleavage site detection and pairwise alignment for fast subcellular localization. | Man-Wai Mak, Sun-Yuan Kung |
| 2007 | ICASSP | Feature Selection for Pairwise Scoring Kernels with Applications to Protein Subcellular Localization. | Sun-Yuan Kung, Man-Wai Mak |
| 2006 | ICASSP | On Consistent Fusion of Multimodal Biometrics. | Sun-Yuan Kung, Man-Wai Mak |
| 2006 | ICONIP | A Solution to the Curse of Dimensionality Problem in Pairwise Scoring Techniques. | Man-Wai Mak, Sun-Yuan Kung |
| 2005 | BIBE | Multi-Class Biclustering and Classification Based on Modeling of Gene Regulatory Networks. | Ilias Tagkopoulos, Nikolai Slavov, Sun-Yuan Kung |
| 2005 | ICASSP | A two-level fusion approach to multimodal biometric verification. | Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung |
| 2005 | ICASSP | Speaker Verification Using Adapted Articulatory Feature-based Conditional Pronunciation Modeling. | Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung |
| 2005 | ICASSP | Reduced-complexity network coding for multicasting over ad hoc networks. | Yunnan Wu, Sun-Yuan Kung |
| 2005 | INFOCOM | Bounding the power rate function of wireless ad hoc networks. | Yunnan Wu, Qian Zhang, Wenwu Zhu, Sun-Yuan Kung |
| 2005 | Interspeech | Speaker verification via articulatory feature-based conditional pronunciation modeling with vowel and consonant mixture models. | Ka-Yee Leung, Man-Wai Mak, Man-Hung Siu, Sun-Yuan Kung |
| 2005 | Interspeech | Channel robust speaker verification via Bayesian blind stochastic feature transformation. | Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung |
| 2004 | ICASSP | Multi-sample data-dependent fusion of sorted score sequences for biometric verification. | Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung |
| 2004 | ICASSP | A recursive QR approach to semi-blind equalization of time-varying MIMO channels. | Sun-Yuan Kung, Chad L. Myers, Xinying Zhang |
| 2004 | ICASSP | Applying articulatory features to telephone-based speaker verification. | Ka-Yee Leung, Man-Wai Mak, Sun-Yuan Kung |
| 2004 | ICASSP | Cross-weighted Fisher discriminant analysis for visualization of DNA microarray data. | Xinying Zhang, Chad L. Myers, Sun-Yuan Kung |
| 2004 | Interspeech | Multi-sample fusion with constrained feature transformation for robust speaker verification. | Ming-Cheung Cheung, Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung |
| 2004 | Interspeech | Articulatory feature-based conditional pronunciation modeling for speaker verification. | Ka-Yee Leung, Man-Wai Mak, Sun-Yuan Kung |
| 2004 | Interspeech | A new approach to channel robust speaker verification via constrained stochastic feature transformation. | Man-Wai Mak, Kwok-Kwong Yiu, Ming-Cheung Cheung, Sun-Yuan Kung |
| 2004 | ITW | Minimum-energy multicast in mobile ad hoc networks using network coding. | Yunnan Wu, Philip A. Chou, Sun-Yuan Kung |
| 2004 | IWQoS | Mobility assisted optimal routing in noninterfering mobile ad hoc networks. | Jihui Zhang, Yunnan Wu, Qian Zhang, Bo Li, Wenwu Zhu, Sun-Yuan Kung |
| 2003 | GLOBECOM | Achievable capacity with sequential equalizers in Rayleigh fading MIMO channels. | Xinying Zhang, Sun-Yuan Kung |
| 2003 | GLOBECOM | Phase-shift-based antenna selection for MIMO channels. | Xinying Zhang, Andreas F. Molisch, Sun-Yuan Kung |
| 2003 | ICASSP | A nonlinear recursive least-squares algorithm for the blind separation of finite-alphabet sources. | Scott C. Douglas, Sun-Yuan Kung |
| 2003 | ICASSP | Robust speaker verification from GSM-transcoded speech based on decision fusion and feature transformation. | Man-Wai Mak, Ming-Cheung Cheung, Sun-Yuan Kung |
| 2003 | ICASSP | Detection for MIMO systems with imprecise channel knowledge. | Yunnan Wu, Sun-Yuan Kung |
| 2003 | ICASSP | Capacity analysis for parallel and sequential MIMO equalizers. | Xinying Zhang, Sun-Yuan Kung |
| 2003 | Interspeech | Adaptive decision fusion for multi-sample speaker verification over GSM networks. | Ming-Cheung Cheung, Man-Wai Mak, Sun-Yuan Kung |
| 2003 | Interspeech | Environment adaptation for robust speaker verification. | Kwok-Kwong Yiu, Man-Wai Mak, Sun-Yuan Kung |
| 2003 | Interspeech | Speaker verification based on g.729 and g.723.1 coder parameters and handset mismatch compensation. | Eric W. M. Yu, Man-Wai Mak, Chin-Hung Sit, Sun-Yuan Kung |
| 2003 | PIMRC | DFT-based hybrid antenna selection schemes for spatially correlated MIMO channels. | Andreas F. Molisch, Xinying Zhang, Sun-Yuan Kung, Jinyun Zhang |
| 2003 | PIMRC | Impulse radio pulse shaping for ultra-wide bandwidth (UWB) systems. | Yunnan Wu, Andreas F. Molisch, Sun-Yuan Kung, Jinyun Zhang |
| 2002 | ICASSP | Bezout equalization for STBC-MIMO systems. | Sun-Yuan Kung, Yunnan Wu, Xinying Zhang |
| 2002 | ICASSP | Combining stochastic feature transformation and handset identification for telephone-based speaker verification. | Man-Wai Mak, Sun-Yuan Kung |
| 2002 | Interspeech | Divergence-based out-of-class rejection for telephone handset identification. | Chi-Leung Tsang, Man-Wai Mak, Sun-Yuan Kung |
| 2001 | ICASSP | Hierarchical adaptive regularisation method for depth extraction from planar recording of 3D-integral images. | Silvia Manolache Cirstea, Malcolm McCormick, Sun-Yuan Kung |
| 2001 | ICASSP | COD: blind path separation with limited antenna size. | Xinying Zhang, Sun-Yuan Kung |
| 2000 | ICIP | Dynamic Resource Allocation via Video Content and Short-Term Traffic Statistics. | Min Wu, Robert A. Joyce, Sun-Yuan Kung |
| 1999 | ICASSP | Adaptive paraunitary filter banks for principal and minor subspace analysis. | Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung |
| 1999 | IJCNN | Hierarchical probabilistic principal component subspaces for data visualization. | Yue Joseph Wang, Lan Luo, Matthew T. Freedman, Sun-Yuan Kung |
| 1999 | MMSP | Automatic music score recognition/play system based on decision based neural network. | Toyokazu Hori, Shinichiro Wada, Howzan Tai, Sun-Yuan Kung |
| 1999 | MMSP | Intelligent multimedia signal processing: technology, application, and challenge. | Sun-Yuan Kung, I-Jong Lin |
| 1999 | MMSP | Automatic video object segmentation via Voronoi ordering and surface optimization. | I-Jong Lin, Sun-Yuan Kung |
| 1998 | ICASSP | Extraction of independent components from hybrid mixture: KuicNet learning algorithm and applications. | Sun-Yuan Kung, Cristina Mejuto |
| 1998 | ICASSP | A novel learning method by structural reduction of DAGs for on-line OCR applications. | I-Jong Lin, Sun-Yuan Kung |
| 1998 | MMSP | Frame-rate up-conversion using transmitted true motion vectors. | Yen-Kuang Chen, Anthony Vetro, Huifang Sun, Sun-Yuan Kung |
| 1998 | MMSP | Circular Viterbi based adaptive system for automatic video object segmentation. | I-Jong Lin, Sun-Yuan Kung |
| 1997 | MMSP | A hierarchical algorithm for image retrieval by sketch. | Yin Chan, Sun-Yuan Kung |
| 1997 | MMSP | Rate optimization by true motion estimation. | Yen-Kuang Chen, Sun-Yuan Kung |
| 1997 | MMSP | On architectural styles for multimedia signal processors. | Sun-Yuan Kung, Yen-Kuang Chen |
| 1997 | MMSP | A recursively structured solution for handwriting and speech recognition. | I-Jong Lin, Sun-Yuan Kung |
| 1996 | ICASSP | Motion-based segmentation by principal singular vector (PSV) clustering method. | Sun-Yuan Kung, Yun-Ting Lin, Yen-Kuang Chen |
| 1996 | ICASSP | A probabilistic decision-based neural network for locating deformable objects and its applications to surveillance system and video browsing. | Shang-Hung Lin, Yin Chan, Sun-Yuan Kung |
| 1996 | ICIP | Video shot classification using human faces. | Yin Chan, Shang-Hung Lin, Yap-Peng Tan, Sun-Yuan Kung |
| 1996 | ICIP | A feature tracking algorithm using neighborhood relaxation with multi-candidate pre-screening. | Yen-Kuang Chen, Yun-Ting Lin, Sun-Yuan Kung |
| 1996 | ICIP | Object-based scene segmentation combining motion and image cues. | Yun-Ting Lin, Yen-Kuang Chen, Sun-Yuan Kung |
| 1995 | ICIP | Multi-level pixel difference classification methods. | Yin Chan, Sun-Yuan Kung |
| 1995 | ICIP | Decision-based neural network for face recognition system. | Sun-Yuan Kung, M. Fang, S. P. Liou, M. Y. Chiu, Jin-Shiuh Taur |
| 1995 | ICIP | Probabilistic DBNN via expectation-maximization with multi-sensor classification applications. | Shang-Hung Lin, Sun-Yuan Kung |
| 1994 | ICIP | An SVD Approach to Multi-Camera-Multi-Target 3-D Motion-Shape Analysis. | Sun-Yuan Kung, Jin-Shiuh Taur, M. Y. Chiu |
| 1993 | ICASSP | Fuzzy-decision neural networks. | Jin-Shiuh Taur, Sun-Yuan Kung |
| 1991 | ICASSP | An unsupervised neural model for oriented principal component extraction. | Kostas I. Diamantaras, Sun-Yuan Kung |
| 1991 | ICASSP | Competition-based supervised learning algorithm for nonlinear discriminant functions. | Sun-Yuan Kung, W. D. Mao |
| 1991 | ICASSP | Comparison of several learning subspace methods for classification. | Jin-Shiuh Taur, Sun-Yuan Kung |
| 1990 | ICASSP | A neural network learning algorithm for adaptive principal component extraction (APEX). | Sun-Yuan Kung, Kostas I. Diamantaras |
| 1990 | ICPR | An object recognition system using stochastic knowledge source and VLSI parallel architecture. | W. D. Mao, Sun-Yuan Kung |
| 1990 | IJCNN | Orthogonal learning network for constrained principal component problem. | Sun-Yuan Kung |
| 1990 | ICTAI | Special purpose array processor implementation of neural networks. | Sun-Yuan Kung, John A. Vlontzos |
| 1989 | ICASSP | A unifying algorithm/architecture for artificial neural networks. | Sun-Yuan Kung, Jenq-Neng Hwang |
| 1989 | ICASSP | Hidden Markov models for character recognition. | John A. Vlontzos, Sun-Yuan Kung |
| 1988 | CBMS | CORP-a new recovery procedure for VLSI processor arrays. | Elias S. Manolakos, Sun-Yuan Kung |
| 1988 | ICASSP | An efficient triarray systolic design for real-time Kalman filtering. | Sun-Yuan Kung, Jenq-Neng Hwang |
| 1988 | ICASSP | Efficient modeling for multilayer feed-forward neural nets. | Sun-Yuan Kung, Jenq-Neng Hwang, S. W. Sun |
| 1988 | ICPP | Graceful Degradation Schemes for Static/Dynamic Wavefront Arrays. | Shiann-Ning Jean, Chih-Wei Jim Chang, Sun-Yuan Kung |
| 1987 | ICS | A Wavefront Array Processor Using Dataflow Processing Elements. | John A. Vlontzos, Sun-Yuan Kung |
| 1986 | ICASSP | On VLSI array architectures for digital image processing. | Sun-Yuan Kung |
| 1986 | ICASSP | A Toeplitz approximation approach to coherent source direction finding. | Sun-Yuan Kung, C. K. Lo, R. Foka |
| 1986 | ICPP | Timing Analysis and Design Optimization of VLSI Data Flow Arrays. | Sun-Yuan Kung, Sheng-Chun Lo, Paul S. Lewis |
| 1986 | RTSS | Real-Time Configuration for Fault-Tolerant VLSI Array Processors. | Sun-Yuan Kung, Chih-Wei Jim Chang, Chein-Wei Jen |
| 1985 | ICASSP | Hierarchical flowgraph integration for VLSI array processors. | Sun-Yuan Kung, Jurgen Annevelink, Patrick M. Dewilde, S. C. Lo |
| 1984 | ICASSP | An algorithm basis for systolic/Wavefront array software. | Sun-Yuan Kung |
| 1984 | ICASSP | A state space approach for the 2-D harmonic retrieval problem. | D. V. Bhaskar Rao, Sun-Yuan Kung |
| 1983 | ICASSP | Highly concurrent Toeplitz eigen-system solver for high resolution spectral estimation. | Yu Hen Hu, Sun-Yuan Kung |
| 1982 | ICASSP | Analysis and implementation of the adaptive notch filter for frequency estimation. | Sun-Yuan Kung, D. V. Bhaskar Rao |
| 1981 | ICASSP | Highly parallel architectures for solving linear equations. | Sun-Yuan Kung, D. V. Bhaskar Rao |