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Viewing Publication 1 - 100 from 916

2026

Deep-JGAC: End-to-End Deep Joint Geometry and Attribute Compression for Dense Colored Point CloudsYun Zhang 0002, Zhiwei Guo, Zixi Guo, Linwei Zhu, C. C. Jay Kuo. tcsv, 36(8):11416-11430, August 2026. [doi]

GIFT: A Green Image Forgery TrackerHong-Shuo Chen, Yao Zhu, Chee-An Yu, Ronald Salloum, C. C. Jay Kuo. jvcir, 118:104797, 2026. [doi]

Green Learning-Based Beam Tracking for Robust and Efficient Communications in Harsh Channel EnvironmentsChen Chung, C. C. Jay Kuo, Shang-Ho Tsai. TWC, 25:12565-12580, 2026. [doi]

Eosinophil Counting with Green LearningQixin Hu, Yixing Wu, Mate Levente Nagy, Hwan Dong, C. C. Jay Kuo. isbi 2026: 1-5 [doi]

Cross-Modal Fine-Tuning of 3D Convolutional Foundation Models for ADHD Classification with Low-Rank AdaptationJyun-Ping Kao, Shinyeong Rho, Shahar Lazarev, Hyun-Hae Cho, Fangxu Xing, Taehoon Shin, C. C. Jay Kuo, Jonghye Woo. isbi 2026: 1-4 [doi]

Descrip3D: Enhancing Large Language Model-based 3D Scene Understanding with Object-Level Text DescriptionsJintang Xue, Ganning Zhao, Jie-En Yao, Hong-En Chen, Yue Hu, Meida Chen, Suya You, C. C. Jay Kuo. wacv 2026: 1746-1756 [doi]

GUSL: A novel and efficient machine learning model for prostate segmentation on MRIJiaxin Yang, Vasileios Magoulianitis, Catherine A. Alexander, Jintang Xue, Masatomo Kaneko, Giovanni E. Cacciamani, Andre Abreu, Vinay A. Duddalwar, C. C. Jay Kuo, Inderbir S. Gill, Chrysostomos L. Nikias. cbm, 213:111820, 2026. [doi]

SVD-Det: A Lightweight Framework for Video Forgery Detection Using Semantic and Visual Defect CuesTsung-Shan Yang, Tianyu Zhang, Feng Qian, Bing Yan, C. C. Jay Kuo. wacv 2026: 7616-7625 [doi]

2025

A Green Learning Approach to LDCT Image RestorationWei Wang 0352, Yixing Wu, C. C. Jay Kuo. icip 2025: 1762-1767 [doi]

Editorial on Circuits and Systems for Green Video CommunicationsChristian Herglotz, Daniel Palomino 0001, Olivier Le Meur, C. C. Jay Kuo. esticas, 15(1):1-3, March 2025. [doi]

Circuits and Systems for Green Video Communications: Fundamentals and Recent TrendsChristian Herglotz, Daniel Palomino 0001, Olivier Le Meur, C. C. Jay Kuo. esticas, 15(1):4-15, March 2025. [doi]

Green Learning for STAR-RIS mmWave Systems with Implicit CSIYu-Hsiang Huang, Po-Heng Chou, Wan-Jen Huang, Walid Saad 0001, C. C. Jay Kuo. globecom 2025: 913-918 [doi]

Unsupervised Anomaly Detection Framework for Coronary Artery Lesions in CTCADongwoo Kang, Jaewon Choi, Jonghye Woo, C. C. Jay Kuo. isbi 2025: 1-5 [doi]

Mxb: Multi-Stage Xgboost For Efficient Tree-Based Gradient BoostingHaiyi Li, Qi Cao, C. C. Jay Kuo. icip 2025: 368-373 [doi]

A Transparent and Lightweight Tumor-Aware MRI Super-Resolution Framework to Enhance Prostate Cancer DetectionVasileios Magoulianitis, Jiaxin Yang, Catherine A. Alexander, Masatomo Kaneko, Giovanni E. Cacciamani, Andre Abreu, C. C. Jay Kuo. icip 2025: 1726-1731 [doi]

RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction in MRI Prostate Cancer DetectionVasileios Magoulianitis, Jiaxin Yang, Catherine A. Alexander, C. C. Jay Kuo. isbi 2025: 1-5 [doi]

Blind Video Quality Assessment at the EdgeZhanxuan Mei, Yun-Cheng Wang, C. C. Jay Kuo. tmm, 27:2320-2334, 2025. [doi]

A Study on Energy Consumption in AI-Driven Medical Image SegmentationR. Prajwal, S. J. Pawan, Shahin Nazarian, Nicholas Heller, Christopher J. Weight, Vinay A. Duddalwar, C. C. Jay Kuo. jimaging, 11(6):174, 2025. [doi]

Ma-Yolo: Video Object Detection Via Motion-Assisted YoloXinyu Wang, Hong-Shuo Chen, Zhiruo Zhou, Jie-En Yao, C. C. Jay Kuo. icip 2025: 440-445 [doi]

Prediction of PD-L1 and CD68 in Clear Cell Renal Cell Carcinoma with Green LearningYixing Wu, Alexander Shieh, Steven Y. Cen, Darryl Hwang, Xiaomeng Lei, S. J. Pawan, Manju Aron, Inderbir S. Gill, William Wallace, C. C. Jay Kuo, Vinay A. Duddalwar. jimaging, 11(6):191, 2025. [doi]

Efficient human-object-interaction (EHOI) detection via interaction label coding and Conditional DecisionTsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C. C. Jay Kuo. cviu, 258:104390, 2025. [doi]

Interpretable Video-Text Alignment (VTA) for Cross-Modal RetrievalTsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C. C. Jay Kuo. apsipa 2025: 2388-2393 [doi]

SHFE: Transparent And Green Image Classification Via Supervised Hierarchical Feature ExtractionJie-En Yao, Xinyu Wang, C. C. Jay Kuo. icip 2025: 714-719 [doi]

GIRD: A Green IR-Drop Estimation MethodChee-An Yu, Yu-Tung Liu, Yu-Hao Cheng, Shao-Yu Wu, Hung-Ming Chen, C. C. Jay Kuo. tcad, 44(8):3073-3084, August 2025. [doi]

G-AMC: A Green Automatic Modulation Classification MethodChee-An Yu, Young-Kai Chen, C. C. Jay Kuo. globecom 2025: 1023-1028 [doi]

2024

Subtype-Aware Dynamic Unsupervised Domain AdaptationXiaofeng Liu 0001, Fangxu Xing, Jane You, Jun Lu, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. tnn, 35(2):2820-2834, February 2024. [doi]

Exploring Backdoor Attacks in Off-the-Shelf Unsupervised Domain Adaptation for Securing Cardiac MRI-Based DiagnosisXiaofeng Liu 0001, Fangxu Xing, Hanna K. Gaggin, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. isbi 2024: 1-5 [doi]

Effective and Efficient Beam Tracking with Green LearningChen Chung, C. C. Jay Kuo, Shang-Ho Lawrence Tsai. pimrc 2024: 1-6 [doi]

Subspace learning machine (SLM): Methodology and performance evaluationHongyu Fu, Yijing Yang, Vinod K. Mishra, C. C. Jay Kuo. jvcir, 98:104058, 2024. [doi]

Green Image Label TransferHaiyi Li, Xuejing Lei, Xinyu Wang, C. C. Jay Kuo. miproBIS 2024: 82-87 [doi]

Blind Video Quality Prediction by Uncovering Human Video Perceptual RepresentationLiang Liao, Kangmin Xu, Haoning Wu 0001, Chaofeng Chen, Wenxiu Sun, Qiong Yan, C. C. Jay Kuo, Weisi Lin. TIP, 33:4998-5013, 2024. [doi]

Green-Learning Based Design of RIS-Assisted MIMO Systems Based on Implicit CSITzu-Ching Liao, Wan-Jen Huang, C. C. Jay Kuo. pimrc 2024: 1-6 [doi]

Recovering sign bits of DCT coefficients in digital images as an optimization problemRuiyuan Lin, Sheng Liu, Jun Jiang, Shujun Li, Chengqing Li, C. C. Jay Kuo. jvcir, 98:104045, 2024. [doi]

Geometrical Interpretation and Design of Multilayer PerceptronsRuiyuan Lin, Zhiruo Zhou, Suya You, Raghuveer Rao, C. C. Jay Kuo. tnn, 35(2):2545-2559, February 2024. [doi]

PCa-RadHop: A transparent and lightweight feed-forward method for clinically significant prostate cancer segmentationVasileios Magoulianitis, Jiaxin Yang, Yijing Yang, Jintang Xue, Masatomo Kaneko, Giovanni E. Cacciamani, Andre Abreu, Vinay A. Duddalwar, C. C. Jay Kuo, Inderbir S. Gill, Chrysostomos L. Nikias. cmig, 116:102408, 2024. [doi]

GSBIQA: Green Saliency-guided Blind Image Quality Assessment MethodZhanxuan Mei, Yun-Cheng Wang, C. C. Jay Kuo. apsipa 2025: 1-6 [doi]

A Green Learning Approach to Efficient Image DemosaickingMahtab Movahhedrad, Zijing Chen, C. C. Jay Kuo. bigdataconf 2024: 1067-1074 [doi]

American Sign language fingerspelling recognition in the wild with spatio temporal feature extraction and multi-task learningPeerawat Pannattee, Wuttipong Kumwilaisak, Chatchawarn Hansakunbuntheung, Nattanun Thatphithakkul, C. C. Jay Kuo. eswa, 243:122901, 2024. [doi]

FLDCF: A Collaborative Framework for Forgery Localization and Detection in Satellite ImageryJialu Sui, Ding Ma, C. C. Jay Kuo, Man-On Pun. tgrs, 62:1-13, 2024. [doi]

A Statistics-based Feature Generation (SFG) Method: Theory and ApplicationsXinyu Wang, Yixing Wu, Haiyi Li, Vinod K. Mishra, C. C. Jay Kuo. bigdataconf 2024: 5731-5738 [doi]

AsyncET: Asynchronous Representation Learning for Knowledge Graph Entity TypingYun-Cheng Wang, Xiou Ge, Bin Wang 0040, C. C. Jay Kuo. kdd 2024: 3267-3276 [doi]

Green Video Camouflaged Object DetectionXinyu Wang, Hong-Shuo Chen, Zhiruo Zhou, Suya You, Azad M. Madni, C. C. Jay Kuo. apsipa 2025: 1-6 [doi]

A Green Learning Approach to Spoofed Speech DetectionChengwei Wei, Runqi Pang, C. C. Jay Kuo. icassp 2024: 12956-12960 [doi]

Efficient Feature Selection for Word Embedding Dimension ReductionJintang Xue, Yun-Cheng Wang, Chengwei Wei, C. C. Jay Kuo. apsipa 2025: 1-6 [doi]

GHOI: A Green Human-Object-Interaction DetectorTsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, C. C. Jay Kuo. miproBIS 2024: 1-7 [doi]

GMA: Green Multi-Modal Alignment for Image-Text RetrievalTsung-Shan Yang, Yun-Cheng Wang, Chengwei Wei, Suya You, C. C. Jay Kuo. apsipa 2025: 1-6 [doi]

SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture AlignmentGanning Zhao, Wenhui Cui, Suya You, C. C. Jay Kuo. wacv 2024: 7184-7194 [doi]

A Lightweight Generalizable Evaluation and Enhancement Framework for Generative Models and Generated SamplesGanning Zhao, Vasileios Magoulianitis, Suya You, C. C. Jay Kuo. wacv 2024: 450-459 [doi]

GPSR: A Green Point Cloud Surface Reconstruction MethodQingyang Zhou, Jiawei Yu, Shan Liu 0001, C. C. Jay Kuo. miproBIS 2024: 542-548 [doi]

2023

Successive Subspace Learning for Cardiac Disease Classification with Two-Phase Deformation Fields from Cine MRIXiaofeng Liu 0001, Fangxu Xing, Hanna K. Gaggin, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. isbi 2023: 1-5 [doi]

A Survey on Perceptually Optimized Video CodingYun Zhang 0002, Linwei Zhu, Gangyi Jiang, Sam Kwong, C. C. Jay Kuo. ACM Comput. Surv., 55(12), December 2023. [doi]

Perceptually Weighted Rate Distortion Optimization for Video-Based Point Cloud CompressionYun Zhang 0002, Keqin Ding, Na Li, Hanli Wang, Xiaoxia Huang, C. C. Jay Kuo. TIP, 32:5933-5947, 2023. [doi]

LSR: A Light-Weight Super-Resolution MethodWei Wang 0352, Xuejing Lei, Yueru Chen, Ming-Sui Lee, C. C. Jay Kuo. icip 2023: 1955-1959 [doi]

LSR++: An Efficient and Tiny Model for Image Super-ResolutionWei Wang 0352, Xuejing Lei, Yueru Chen, Ming-Sui Lee, C. C. Jay Kuo. apsipa 2023: 813-819 [doi]

Classification via Subspace Learning Machine (SLM): Methodology and Performance EvaluationHongyu Fu, Yijing Yang, Vinod K. Mishra, C. C. Jay Kuo. icassp 2023: 1-5 [doi]

Subspace Learning Machine with Soft Partitioning (SLM/SP): Methodology and Performance BenchmarkingHongyu Fu, Xinyu Wang, Vinod K. Mishra, C. C. Jay Kuo. vcip 2023: 1-5 [doi]

Compounding Geometric Operations for Knowledge Graph CompletionXiou Ge, Yun-Cheng Wang, Bin Wang, C. C. Jay Kuo. acl 2023: 6947-6965 [doi]

PESTA: An Elastic Motion Capture Data Retrieval MethodZifei Jiang, Wei Li 0143, Yan Huang 0003, Yilong Yin, C. C. Jay Kuo, Jingliang Peng. jcst, 38(4):867-884, July 2023. [doi]

S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud ClassificationPranav Kadam, Hardik Prajapati, Min Zhang 0030, Jintang Xue, Shan Liu 0001, C. C. Jay Kuo. icassp 2023: 1-5 [doi]

Green learning: Introduction, examples and outlookC. C. Jay Kuo, Azad M. Madni. jvcir, 90:103685, February 2023. [doi]

MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-robust ClassifierMozhdeh Rouhsedaghat, Masoud Monajatipoor, C. C. Jay Kuo, Iacopo Masi. AAAI 2023: 2172-2179 [doi]

Joint Graph Attention and Asymmetric Convolutional Neural Network for Deep Image CompressionZhisen Tang, Hanli Wang, Xiaokai Yi, Yun Zhang 0002, Sam Kwong, C. C. Jay Kuo. tcsv, 33(1):421-433, 2023. [doi]

An Overview on Generative AI at Scale With Edge-Cloud ComputingYuncheng Wang, Jintang Xue, Chengwei Wei, C. C. Jay Kuo. ojcs, 4:2952-2971, 2023. [doi]

Enhancing Edge Intelligence with Highly Discriminant LNT FeaturesXinyu Wang, Vinod K. Mishra, C. C. Jay Kuo. bigdataconf 2023: 3880-3887 [doi]

GreenKGC: A Lightweight Knowledge Graph Completion MethodYuncheng Wang, Xiou Ge, Bin Wang, C. C. Jay Kuo. acl 2023: 10596-10613 [doi]

Synwmd: Syntax-aware word Mover's distance for sentence similarity evaluationChengwei Wei, Bin Wang 0040, C. C. Jay Kuo. prl, 170:48-55, 2023. [doi]

Discriminant Radiomic Feature Selection for PD-L1 Prediction in Clear Cell Renal Cell CarcinomaYixing Wu, Alexander Shieh, Steven Y. Cen, Bino A. Varghese, Darryl H. Hwang, William Wallace, C. C. Jay Kuo, Vinay A. Duddalwar. sipaim 2023: 1-5 [doi]

L-BGNN: Layerwise Trained Bipartite Graph Neural NetworksTian Xie, Chaoyang He 0001, Xiang Ren 0001, Cyrus Shahabi, C. C. Jay Kuo. tnn, 34(12):10711-10723, December 2023. [doi]

Label Efficient Regularization and Propagation for Graph Node ClassificationTian Xie, Rajgopal Kannan, C. C. Jay Kuo. pami, 45(12):14856-14871, December 2023. [doi]

GraphHop: An Enhanced Label Propagation Method for Node ClassificationTian Xie, Bin Wang 0040, C. C. Jay Kuo. tnn, 34(11):9287-9301, November 2023. [doi]

Design of supervision-scalable learning systems: Methodology and performance benchmarkingYijing Yang, Hongyu Fu, C. C. Jay Kuo. jvcir, 96:103925, October 2023. [doi]

Task-Driven Video Compression for Humans and Machines: Framework Design and OptimizationXiaokai Yi, Hanli Wang, Sam Kwong, C. C. Jay Kuo. tmm, 25:8091-8102, 2023. [doi]

LGSQE: Lightweight Generated Sample Quality EvaluationGanning Zhao, Vasileios Magoulianitis, Suya You, C. C. Jay Kuo. icip 2023: 1915-1919 [doi]

GPCGC: A Green Point Cloud Geometry Coding MethodQingyang Zhou, Shan Liu 0001, C. C. Jay Kuo. icip 2023: 480-484 [doi]

2022

Mutual Information Regularized Feature-Level Frankenstein for Discriminative RecognitionXiaofeng Liu 0001, Chao Yang 0011, Jane You, C. C. Jay Kuo, B. V. K. Vijaya Kumar. pami, 44(9):5243-5260, 2022. [doi]

ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-trainingXiaofeng Liu 0001, Fangxu Xing, Nadya Shusharina, Ruth Lim, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. miccai 2022: 66-76 [doi]

Unsupervised domain adaptation for segmentation with black-box source modelXiaofeng Liu 0001, Chaehwa Yoo, Fangxu Xing, C. C. Jay Kuo, Georges El Fakhri, Je-Won Kang, Jonghye Woo. miip 2022: [doi]

Deep Learning Based Just Noticeable Difference and Perceptual Quality Prediction Models for Compressed VideoYun Zhang 0002, Huanhua Liu, You Yang, Xiaoping Fan, Sam Kwong, C. C. Jay Kuo. tcsv, 32(3):1197-1212, 2022. [doi]

GSIP: Green Semantic Segmentation of Large-Scale Indoor Point CloudsMin Zhang 0030, Pranav Kadam, Shan Liu 0001, C. C. Jay Kuo. prl, 164:9-15, 2022. [doi]

Fake Satellite Image Detection via Parallel Subspace Learning (PSL)Hong-Shuo Chen, Kaitai Zhang, Shuowen Hu, Suya You, C. C. Jay Kuo. iscas 2022: 1502-1506 [doi]

CORE: A knowledge graph entity type prediction method via complex space regression and embeddingXiou Ge, Yuncheng Wang, Bin Wang 0040, C. C. Jay Kuo. prl, 157:97-103, 2022. [doi]

Augmenting Vision Language Pretraining by Learning Codebook with Visual SemanticsXiaoyuan Guo, Jiali Duan, C. C. Jay Kuo, Judy Wawira Gichoya, Imon Banerjee. icpr 2022: 4779-4785 [doi]

R-PointHop: A Green, Accurate, and Unsupervised Point Cloud Registration MethodPranav Kadam, Min Zhang 0030, Shan Liu 0001, C. C. Jay Kuo. TIP, 31:2710-2725, 2022. [doi]

PCRP: Unsupervised Point Cloud Object Retrieval and Pose EstimationPranav Kadam, Qingyang Zhou, Shan Liu 0001, C. C. Jay Kuo. icip 2022: 1596-1600 [doi]

GreenPCO: An Unsupervised Lightweight Point Cloud Odometry MethodPranav Kadam, Min Zhang 0030, Jiahao Gu, Shan Liu 0001, C. C. Jay Kuo. mmsp 2022: 1-6 [doi]

High Efficiency Intra Video Coding Based on Data-Driven TransformNa Li, Yun Zhang 0002, C. C. Jay Kuo. tbc, 68(2):383-396, 2022. [doi]

HUNIS: High-Performance Unsupervised Nuclei Instance SegmentationVasileios Magoulianitis, Yijing Yang, C. C. Jay Kuo. ivmsp 2022: 1-5 [doi]

An Unsupervised Parameter-Free Nuclei Segmentation Method for Histology ImagesVasileios Magoulianitis, Peida Han, Yijing Yang, C. C. Jay Kuo. icip 2022: 226-230 [doi]

GreenBIQA: A Lightweight Blind Image Quality Assessment MethodZhanxuan Mei, Yun-Cheng Wang, Xingze He, C. C. Jay Kuo. mmsp 2022: 1-6 [doi]

BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease DiagnosisMasoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, C. C. Jay Kuo, Aichi Chien, Kai-Wei Chang. miccai 2022: 725-734 [doi]

cPCA++: An efficient method for contrastive feature learningRonald Salloum, C. C. Jay Kuo. PR, 124:108378, 2022. [doi]

TBAL: Two-stage batch-mode active learning for image classificationYeji Shen, Yuhang Song 0003, Chihao Wu, C. C. Jay Kuo. spic, 106:116731, 2022. [doi]

KGBoost: A classification-based knowledge base completion method with negative samplingYuncheng Wang, Xiou Ge, Bin Wang 0040, C. C. Jay Kuo. prl, 157:104-111, 2022. [doi]

Task-specific dependency-based word embedding methodsChengwei Wei, Bin Wang 0040, C. C. Jay Kuo. prl, 159:174-180, 2022. [doi]

ExpressionHop: A Lightweight Human Facial Expression ClassifierChengwei Wei, C. C. Jay Kuo, Rafael Luiz Testa, Ariane Machado-Lima, Fátima L. S. Nunes. miproBIS 2022: 198-203 [doi]

Brain MR Atlas Construction Using Symmetric Deep Neural InpaintingFangxu Xing, Xiaofeng Liu 0001, C. C. Jay Kuo, Georges El Fakhri, Jonghye Woo. titb, 26(7):3185-3196, 2022. [doi]

PEDENet: Image anomaly localization via patch embedding and density estimationKaitai Zhang, Bin Wang, C. C. Jay Kuo. prl, 153:144-150, 2022. [doi]

Enhancing Image Rescaling using Dual Latent Variables in Invertible Neural NetworkMin Zhang, Zhihong Pan 0001, Xin Zhou, C. C. Jay Kuo. mm 2022: 5602-5610 [doi]

GUSOT: Green and Unsupervised Single Object Tracking for Long Video SequencesZhiruo Zhou, Hongyu Fu, Suya You, C. C. Jay Kuo. mmsp 2022: 1-6 [doi]

A-PixelHop: A Green, Robust and Explainable Fake-Image DetectorYao Zhu, Xinyu Wang, Hong-Shuo Chen, Ronald Salloum, C. C. Jay Kuo. icassp 2022: 8947-8951 [doi]

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