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Journal Articles
- 2025
[j89]Yizhi Cao
, Yilin Liao, Zhaoran Liu, Xiang Ma, Xinggao Liu:
SWAformer: A novel shifted window attention Transformer model for accurate power distribution prediction. Expert Syst. Appl. 265: 126058 (2025)- [j88]Xiang Ma, Jianwei Wang, Jing Huang, Yan Ke:
Multi-grained adaptive informer for multi-step solar irradiance forecasting. Expert Syst. Appl. 282: 127412 (2025) - [j87]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
Approximate Wireless Communication for Lossy Gradient Updates in IoT Federated Learning. IEEE Internet Things J. 12(5): 5003-5014 (2025) - [j86]Guangle Song, Tianlong Zhao, Xiang Ma, Peiguang Lin, Chaoran Cui:
Reinforcement learning-based portfolio optimization with deterministic state transition. Inf. Sci. 690: 121538 (2025) - [j85]Guangpo Tian, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming Zhang:
MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting. Neural Networks 185: 107139 (2025) - [j84]Tianlong Zhao, Lexin Fang, Xiang Ma, Xue-mei Li, Caiming Zhang:
TFformer: A time-frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting. Pattern Recognit. 158: 110994 (2025) - [j83]Keren Dai, Jie Zhu, Haiting Hou, Qingyu Li, Xiang Ma, Hang Yu:
A LiDAR-Camera Spatiotemporal Synchronization Method for Unmanned Aerial Vehicle-Based Ground Target Perception. IEEE Trans. Instrum. Meas. 74: 1-15 (2025) - [j82]Haijian Sun, Xiang Ma, Rose Qingyang Hu, Randy Christensen:
Precise Coil Alignment for Dynamic Wireless Charging of Electric Vehicles with RFID Sensing. IEEE Wirel. Commun. 32(1): 182-189 (2025) - 2024
- [j81]Maryna Waszak, Terje Moen, Anders H. Hansen, Gregory Bouquet, Antoine Pultier, Xiang Ma, Dumitru Roman:
Vibration Sensors for Detecting Critical Events: A Case Study in Ferrosilicon Production. IEEE Access 12: 12465-12477 (2024) - [j80]Tao Liang, Fuli Wang, Shu Wang, Kang Li, Xiang Ma, Xuelei Mo:
Towards unified aleatory and epistemic uncertainty quantification for machinery health prognostic through sequential heteroscedastic Gaussian process regression. Adv. Eng. Informatics 62: 102719 (2024) - [j79]Chentao Liang, Huan Jiang, Sijia Yang, Panli Tian, Xiang Ma, Zhonghua Tang, Huimei Wang, Wenjie Wang:
Characterizing street trees in three metropolises of central China by using Street View data: From individual trees to landscape mapping. Ecol. Informatics 80: 102480 (2024) - [j78]Leiyan Lv, Xuan Fang, Si Zhang, Xiang Ma, Yong Liu:
Optimization of grid-connected voltage support technology and intelligent control strategies for new energy stations based on deep learning. Energy Inform. 7(1): 73 (2024) - [j77]Ke Yan, Cheng Lu, Xiang Ma, Zhiwei Ji, Jing Huang:
Intelligent fault diagnosis for air handing units based on improved generative adversarial network and deep reinforcement learning. Expert Syst. Appl. 240: 122545 (2024) - [j76]Nan Chen, Xiang Ma, Yanchu Liu, Wei Yu:
Information Relaxation and a Duality-Driven Algorithm for Stochastic Dynamic Programs. Oper. Res. 72(6): 2302-2320 (2024) - [j75]Xiang Ma, Haozhe Li, Xinggao Liu:
Zonotopic estimation for asynchronous switched system with application to missile flight system. J. Frankl. Inst. 361(8): 106834 (2024) - [j74]Zhen Su, Yuze Wang, Xiang Ma, Mang Sun, Deqiang Cheng, Chao Li, He Jiang:
Single Image Super-Resolution via Wide-Activation Feature Distillation Network. Sensors 24(14): 4597 (2024) - [j73]Wenrui Wang, Dong Han, Xinyi Duan, Yaxin Yong, Zhengqing Wu, Xiang Ma, He Zhang, Keren Dai:
Fast-Activated Minimal Gated Unit: Lightweight Processing and Feature Recognition for Multiple Mechanical Impact Signals. Sensors 24(16): 5245 (2024) - [j72]Zhen Su, Mang Sun, He Jiang, Xiang Ma, Rui Zhang, Chen Lv, Qiqi Kou, Deqiang Cheng:
Dual-Path Large Kernel Learning and Its Applications in Single-Image Super-Resolution. Sensors 24(19): 6174 (2024) - [j71]Xiang Ma, Liangzhe Chen, Zhaohong Deng, Peng Xu, Qisheng Yan, Kup-Sze Choi, Shitong Wang:
Deep Image Feature Learning With Fuzzy Rules. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 724-737 (2024) - [j70]Jieyu Zheng, Xiaojian Li, Xin Wang, Haojun Wu, Ling Li, Xiang Ma, Shanlin Yang:
Real-Time and High-Accuracy Switchable Stereo Depth Estimation Method Utilizing Self-Supervised Online Learning Mechanism for MIS. IEEE Trans. Instrum. Meas. 73: 1-13 (2024) - [j69]Xiang Ma, Kexuan Zong, Amin Rezaeipanah:
Auto-scaling and computation offloading in edge/cloud computing: a fuzzy Q-learning-based approach. Wirel. Networks 30(2): 637-648 (2024) - [j68]Juteng Fu, Xiang Ma, Hang Yu, Keren Dai:
Distributed energy-efficient wireless sensing and information fusion via event-driven and state-rank activation. Wirel. Networks 30(4): 2697-2711 (2024) - 2023
- [j67]Wenzhi Feng, Xiang Ma, Xuemei Li, Caiming Zhang:
A representation learning framework for stock movement prediction. Appl. Soft Comput. 144: 110409 (2023) - [j66]Xiang Ma, Yonglei Li, Lipengcheng Wan, Zexin Xu, Jiannong Song, Jinqiu Huang:
Classification of seed corn ears based on custom lightweight convolutional neural network and improved training strategies. Eng. Appl. Artif. Intell. 120: 105936 (2023) - [j65]Chenxun Yuan, Xiang Ma, Hua Wang, Caiming Zhang, Xuemei Li:
COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic. Expert Syst. Appl. 217: 119549 (2023) - [j64]Tianlong Zhao, Xiang Ma, Xuemei Li, Caiming Zhang:
Asset correlation based deep reinforcement learning for the portfolio selection. Expert Syst. Appl. 221: 119707 (2023) - [j63]Xiang Ma, Laila M. Almutairi, Ahmed Mahmoud Alwakeel, Mohammed Hameed Alhameed:
Cyber Physical System for Distributed Network Using DoS Based Hierarchical Bayesian Network. J. Grid Comput. 21(2): 27 (2023) - [j62]Hang Yu, Keren Dai, Haojie Li, Yao Zou, Xiang Ma, Shaojie Ma, He Zhang:
Cooperative guidance law for multiple missiles simultaneous attacks with fixed-time convergence. Int. J. Control 96(9): 2167-2180 (2023) - [j61]Xiang Ma, Xuemei Li, Wenzhi Feng, Lexin Fang, Caiming Zhang:
Dynamic graph construction via motif detection for stock prediction. Inf. Process. Manag. 60(6): 103480 (2023) - [j60]Xiang Ma, Keren Dai, Yao Zou, Hang Yu, He Zhang, Xiaofeng Wang:
Fixed-time anti-saturation grouped cooperative guidance law with state estimations of multiple maneuvering targets. J. Frankl. Inst. 360(8): 5524-5547 (2023) - [j59]Hongfeng You, Long Yu, Shengwei Tian, Xiang Ma, Yan Xing:
Medical image segmentation based on dual-channel integrated cross-layer residual algorithm. Multim. Tools Appl. 82(4): 5587-5603 (2023) - [j58]Hongfeng You, Long Yu, Shengwei Tian, Xiang Ma, Yan Xing:
Correction to: Medical image segmentation based on dual-channel integrated cross-layer residual algorithm. Multim. Tools Appl. 82(4): 5605 (2023) - [j57]Xiang Ma, Qiang Wang, Tianyou Zheng, Lin Yuan:
A shapelet-based framework for large-scale word-level sign language database auto-construction. Neural Comput. Appl. 35(1): 253-274 (2023) - [j56]Leiyang Xu, Qiang Wang, Xiaotian Lin, Lin Yuan, Xiang Ma:
Skeleton-based Tai Chi action segmentation using trajectory primitives and content. Neural Comput. Appl. 35(13): 9549-9566 (2023) - [j55]Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma:
Improving Small-Scale Human Action Recognition Performance Using a 3D Heatmap Volume. Sensors 23(14): 6364 (2023) - 2022
- [j54]Ning Jin, Fan Yang, Yuchang Mo, Yongkang Zeng, Xiaokang Zhou, Ke Yan, Xiang Ma:
Highly accurate energy consumption forecasting model based on parallel LSTM neural networks. Adv. Eng. Informatics 51: 101442 (2022) - [j53]Xiang Ma, Qinqin Ma, Qian Ma, Xiao Han:
Robust face recognition for occluded real-world images using constrained probabilistic sparse network. IET Image Process. 16(5): 1359-1375 (2022) - [j52]Xingtong Chen, Xiang Ma, Hua Wang, Xuemei Li, Caiming Zhang:
A hierarchical attention network for stock prediction based on attentive multi-view news learning. Neurocomputing 504: 1-15 (2022) - [j51]Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva:
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing. INFORMS J. Appl. Anal. 52(4): 363-378 (2022) - [j50]Xiang Ma, Yueyuan Zhang, Jun Huang:
Reachable set estimation and synthesis for semi-Markov jump systems. Inf. Sci. 609: 376-386 (2022) - [j49]Xiang Ma, Tianlong Zhao, Qiang Guo, Xuemei Li, Caiming Zhang:
Fuzzy hypergraph network for recommending top-K profitable stocks. Inf. Sci. 613: 239-255 (2022) - [j48]Tianyou Zheng, Qiang Wang, Yue Shen, Xiang Ma, Xiaotian Lin:
Batch covariance neural network for image recognition. Image Vis. Comput. 122: 104446 (2022) - [j47]Xiang Ma, Jianye Cui, Zhongming Xiang, Haoliang Du, Jianfeng Huang:
Design of Intelligent Information Monitoring System for Distribution Network and Adjustment of Alarm Threshold. J. Comput. Sci. Eng. 16(2): 97-104 (2022) - [j46]Tengteng Liu, Xiang Ma, Shuo Li, Xuemei Li, Caiming Zhang:
A stock price prediction method based on meta-learning and variational mode decomposition. Knowl. Based Syst. 252: 109324 (2022) - [j45]Junlong Cheng, Shengwei Tian, Long Yu, Chengrui Gao, Xiaojing Kang, Xiang Ma, Weidong Wu, Shijia Liu, Hongchun Lu:
ResGANet: Residual group attention network for medical image classification and segmentation. Medical Image Anal. 76: 102313 (2022) - [j44]Shibin Dai, Toai Luong, Xiang Ma:
Geometric Evolution of Bilayers under the Degenerate Functionalized Cahn-Hilliard Equation. Multiscale Model. Simul. 20(3): 1127-1146 (2022) - [j43]Tianyou Zheng, Qiang Wang, Yue Shen, Xiang Ma, Xiaotian Lin:
High-resolution rectified gradient-based visual explanations for weakly supervised segmentation. Pattern Recognit. 129: 108724 (2022) - [j42]Xiang Ma, Keren Dai, Man Li, Hang Yu, Weichen Shang, Libo Ding, He Zhang, Xiaofeng Wang:
Optimal-Damage-Effectiveness Cooperative-Control Strategy for the Pursuit-Evasion Problem with Multiple Guided Missiles. Sensors 22(23): 9342 (2022) - 2021
- [j41]Ziyan Wang, Shengwei Tian, Long Yu, Xiang Ma, Yan Xing, Xiaoli Ma:
The role of the aortic area in type A aortic dissection. Biomed. Signal Process. Control. 68: 102642 (2021) - [j40]Xiang Ma, Xuemei Li, Yuanfeng Zhou, Caiming Zhang:
Image smoothing based on global sparsity decomposition and a variable parameter. Comput. Vis. Media 7(4): 483-497 (2021) - [j39]Hang Yu, Keren Dai, Haojie Li, Yao Zou, Xiang Ma, Shaojie Ma, He Zhang:
Distributed cooperative guidance law for multiple missiles with input delay and topology switching. J. Frankl. Inst. 358(17): 9061-9085 (2021) - [j38]Hongfeng You, Long Yu, Shengwei Tian, Xiang Ma, Yan Xing, Xin Ning, Weiwei Cai:
MC-Net: Multiple max-pooling integration module and cross multi-scale deconvolution network. Knowl. Based Syst. 231: 107456 (2021) - [j37]Yuting Jiang, Chenglei Peng, Yunhao Zhu, Xiang Ma, Guan Xu, Jie Yuan, Xueding Wang, Paul L. Carson:
Biomedical Photoacoustic Imaging With Unknown Spatially Distributed Ultrasound Sensor Array. IEEE Trans. Biomed. Eng. 68(10): 2948-2956 (2021) - [j36]Kunjie Tang, Shufeng Dong, Xiang Ma, Leiyan Lv, Yonghua Song:
Chance-Constrained Optimal Power Flow of Integrated Transmission and Distribution Networks With Limited Information Interaction. IEEE Trans. Smart Grid 12(1): 821-833 (2021) - 2020
- [j35]Ning Jin, Jiaxian Wu, Xiang Ma, Ke Yan, Yuchang Mo:
Multi-Task Learning Model Based on Multi-Scale CNN and LSTM for Sentiment Classification. IEEE Access 8: 77060-77072 (2020) - [j34]Kunjie Tang, Mingyang Ge, Shufeng Dong, Jianye Cui, Xiang Ma:
Transmission Contingency Analysis Based on Data-Driven Equivalencing of Radial Distribution Networks Considering Uncertainties. IEEE Access 8: 227247-227254 (2020) - [j33]Haochi Che, Jun Huang, Xudong Zhao, Xiang Ma, Ning Xu:
Functional interval observer for discrete-time systems with disturbances. Appl. Math. Comput. 383: 125352 (2020) - [j32]Junlong Cheng, Shengwei Tian, Long Yu, Xiang Ma, Yan Xing:
A deep learning algorithm using contrast-enhanced computed tomography (CT) images for segmentation and rapid automatic detection of aortic dissection. Biomed. Signal Process. Control. 62: 102145 (2020) - [j31]Yepeng Liu, Xiang Ma, Xuemei Li, Caiming Zhang:
Two-stage image smoothing based on edge-patch histogram equalisation and patch decomposition. IET Image Process. 14(6): 1132-1140 (2020) - [j30]Xiang Ma, Kun Ding, Joseph Z. Shyu:
A Comparative Policy Analysis in the E-Health Industry Between China and the USA. Int. J. E Health Medical Commun. 11(4): 34-49 (2020) - [j29]Chunxiong Zheng, Qiang Du, Xiang Ma, Jiwei Zhang:
Stability and Error Analysis for a Second-Order Fast Approximation of the Local and Nonlocal Diffusion Equations on the Real Line. SIAM J. Numer. Anal. 58(3): 1893-1917 (2020) - [j28]Chao Wang, Lei Gong, Xiang Ma, Xi Li, Xuehai Zhou:
WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA. IEEE Trans. Computers 69(7): 1071-1082 (2020) - [j27]Jun Huang, Xiang Ma, Haochi Che, Zhengzhi Han:
Further Result on Interval Observer Design for Discrete-Time Switched Systems and Application to Circuit Systems. IEEE Trans. Circuits Syst. 67-II(11): 2542-2546 (2020) - [j26]Kiho Choi, Jianle Chen, Min Woo Park, Haitao Yang, Woongil Choi, Sergey Ikonin, Yinji Piao, Semih Esenlik, Minsoo Park, Ye-Kui Wang, Narae Choi, Yin Zhao, Seungsoo Jeong, H. Chen, Anish Tamse, Alexey Filippov, Heechul Yang, Xiang Ma, Junghye Min, Roman Chernyak, Bora Jin, Anand Meher Kotra, Sunil Lee, Han Gao, Chanyul Kim, Timofey Solovyev, Kwang Pyo Choi, Vasily Rufitskiy, Maxim Sychev, Weiwei Xu, Tian Wang, Jeonghoon Park:
Video Codec Using Flexible Block Partitioning and Advanced Prediction, Transform and Loop Filtering Technologies. IEEE Trans. Circuits Syst. Video Technol. 30(5): 1326-1345 (2020) - [j25]Xiang Ma, Chenglei Peng, Jie Yuan, Qian Cheng, Guan Xu, Xueding Wang, Paul L. Carson:
Multiple Delay and Sum With Enveloping Beamforming Algorithm for Photoacoustic Imaging. IEEE Trans. Medical Imaging 39(6): 1812-1821 (2020) - [j24]Haijian Sun, Xiang Ma, Rose Qingyang Hu:
Adaptive Federated Learning With Gradient Compression in Uplink NOMA. IEEE Trans. Veh. Technol. 69(12): 16325-16329 (2020) - 2019
- [j23]Xiang Ma, Jun Huang, Liang Chen:
Finite-Time Interval Observers' Design for Switched Systems. Circuits Syst. Signal Process. 38(11): 5304-5322 (2019) - [j22]Luoke Hu, Renzhong Tang, Wei Cai, Yixiong Feng, Xiang Ma:
Optimisation of cutting parameters for improving energy efficiency in machining process. Robotics Comput. Integr. Manuf. 59: 406-416 (2019) - [j21]Li Li, Zhu Li, Xiang Ma, Haitao Yang, Houqiang Li:
Advanced Spherical Motion Model and Local Padding for 360° Video Compression. IEEE Trans. Image Process. 28(5): 2342-2356 (2019) - 2018
- [j20]Xiang Ma, Kexin Xu, Jingying Jiang, Rong Liu, Xuyao Yu:
Layered vasculature segmentation of color conjunctival image based on wavelet transform. Biomed. Signal Process. Control. 42: 9-17 (2018) - [j19]Xiang Ma, Xiaojiang Lei, Guoshuai Zhao, Xueming Qian:
Rating prediction by exploring user's preference and sentiment. Multim. Tools Appl. 77(6): 6425-6444 (2018) - [j18]Xiang Ma, Yisi Zhao, Xueming Qian, Yuan Yan Tang:
Multi-source fusion based geo-tagging for web images. Multim. Tools Appl. 77(13): 16399-16417 (2018) - [j17]Xinyuan Zhou, Liping Yang, Yuzhi Bian, Xiang Ma, Ning Han, Yunfa Chen:
Coupling p+n Field-Effect Transistor Circuits for Low Concentration Methane Gas Detection. Sensors 18(3): 787 (2018) - [j16]Hua Cui, Zefa Wei, Xuan Wang, Xinxin Song, Pannong Li, Huansheng Song, Xiang Ma:
Early ramp warning using vehicle behavior analysis. Soft Comput. 22(5): 1421-1432 (2018) - 2017
- [j15]Kash Anderson, Benjamin Poulter, John Dudgeon, Shu-En Li, Xiang Ma:
A Highly Sensitive Nonenzymatic Glucose Biosensor Based on the Regulatory Effect of Glucose on Electrochemical Behaviors of Colloidal Silver Nanoparticles on MoS2. Sensors 17(8): 1807 (2017) - [j14]Junjun Jiang, Xiang Ma, Chen Chen, Tao Lu, Zhongyuan Wang, Jiayi Ma:
Single Image Super-Resolution via Locally Regularized Anchored Neighborhood Regression and Nonlocal Means. IEEE Trans. Multim. 19(1): 15-26 (2017) - 2016
- [j13]Xueming Qian, Xiaoxiao Liu, Xiang Ma, Dan Lu, Chenyang Xu:
What Is Happening in the Video? - Annotate Video by Sentence. IEEE Trans. Circuits Syst. Video Technol. 26(9): 1746-1757 (2016) - 2015
- [j12]Xiang Ma, Huansheng Song, Xueming Qian:
Robust Framework of Single-Frame Face Superresolution Across Head Pose, Facial Expression, and Illumination Variations. IEEE Trans. Hum. Mach. Syst. 45(2): 238-250 (2015) - 2014
- [j11]Huansheng Song, Sheng-Nan Lu, Xiang Ma, Yuan Yang, Xue-Qin Liu, Peng Zhang:
Vehicle Behavior Analysis Using Target Motion Trajectories. IEEE Trans. Veh. Technol. 63(8): 3580-3591 (2014) - 2012
- [j10]Xiang Ma, Hiêp Quang Luong, Wilfried Philips, Huansheng Song, Hua Cui:
Sparse representation and position prior based face hallucination upon classified over-complete dictionaries. Signal Process. 92(9): 2066-2074 (2012) - 2011
- [j9]Xiang Ma, Nicholas Zabaras:
A stochastic mixed finite element heterogeneous multiscale method for flow in porous media. J. Comput. Phys. 230(12): 4696-4722 (2011) - [j8]Xiang Ma, Nicholas Zabaras:
Kernel principal component analysis for stochastic input model generation. J. Comput. Phys. 230(19): 7311-7331 (2011) - 2010
- [j7]Xiang Ma, Nicholas Zabaras:
An adaptive high-dimensional stochastic model representation technique for the solution of stochastic partial differential equations. J. Comput. Phys. 229(10): 3884-3915 (2010) - [j6]Xiang Ma, Junping Zhang, Chun Qi:
Hallucinating face by position-patch. Pattern Recognit. 43(6): 2224-2236 (2010) - [j5]Xiang Ma, Hua Huang, Shaopeng Wang, Chun Qi:
A Simple Approach to Multiview Face Hallucination. IEEE Signal Process. Lett. 17(6): 579-582 (2010) - 2009
- [j4]Xiang Ma, Nicholas Zabaras:
An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations. J. Comput. Phys. 228(8): 3084-3113 (2009) - [j3]Xiang Ma, Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld:
Event Analysis Based on Multiple Interactive Motion Trajectories. IEEE Trans. Circuits Syst. Video Technol. 19(3): 397-406 (2009) - [j2]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
Video Event Classification and Image Segmentation Based on Noncausal Multidimensional Hidden Markov Models. IEEE Trans. Image Process. 18(6): 1304-1313 (2009) - 2008
- [j1]Xiang Ma, Nicholas Zabaras:
A stabilized stochastic finite element second-order projection method for modeling natural convection in random porous media. J. Comput. Phys. 227(18): 8448-8471 (2008)
Conference and Workshop Papers
- 2025
- [c71]An Ngoc Lam, Phu Hong Nguyen, Xiang Ma:
Context-driven Edge-based Data Sharing for Industrial IoT Data Spaces. SAC 2025: 498-505 - 2024
- [c70]Xiang Ma, Xuemei Li, Lexin Fang, Tianlong Zhao, Caiming Zhang:
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. AAAI 2024: 14255-14262 - [c69]Xiang Ma, Qun Wang, Haijian Sun, Rose Qingyang Hu, Yi Qian:
CSMAAFL: Client Scheduling and Model Aggregation in Asynchronous Federated Learning. ICC 2024: 274-279 - [c68]An Ngoc Lam, Gøran Brekke Svaland, Miguel Ángel Barcelona, Shane Keaveney, Wissam Mallouli, Luong Nguyen, Assia Belbachir, Xiang Ma, Akhilesh Kumar Srivastava, Ahmed Nabil Belbachir:
SINDIT: A Framework for Knowledge Graph-Based Digital Twins in Smart Manufacturing. IFIPIoT (2) 2024: 33-52 - [c67]Li Xu, Xiang Ma, Jiahao Chen, Qinzhen Xu, Luxi Yang:
Enhanced Reverse Distillation Guided Segmentation Network for Anomaly Detection. IJCNN 2024: 1-8 - [c66]Zhimin Wang, Haibo Zhang, Xiang Ma, Xuan Wang:
Extended Gerber-Shiu Expected Discounted Penalty Functions in Risk Model Perturbed by Diffusion and Application. IMIS 2024: 135-147 - [c65]Jieyu Zheng, Xiaojian Li, Hangjie Mo, Ling Li, Xiang Ma:
Misaligned 3D Texture Optimization in MIS Utilizing Generative Framework. MICCAI (6) 2024: 391-400 - [c64]Xiang Ma, Xuemei Li, Lexin Fang, Caiming Zhang:
Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. ACM Multimedia 2024: 5074-5082 - [c63]Xiang Ma, Leiyan Lv, Jiandong Wo, Yuchen Qi, Kaiyuan Ling, Xuan Fang:
Remote Control System for New Energy Grid Connected Power Generation Based on Artificial Intelligence. PEAI 2024: 828-833 - [c62]Ben Chen, Huangyu Dai, Xiang Ma, Wen Jiang, Wei Ning:
Robust Interaction-Based Relevance Modeling for Online e-Commerce Search. ECML/PKDD (9) 2024: 55-71 - [c61]Roberto Avogadro, Iroshani Jayawardene, Xiang Ma, Ahmet Soylu, Dumitru Roman:
Koala-UI: An Interactive User Interface for Tabular Data Linking. RuleML+RR (Companion) 2024 - [c60]Iroshani Jayawardene, Dumitru Roman, Yingxiang Zhao, Alexander G. Ulyashin, Ahmet Soylu, Xiang Ma:
Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station. RuleML+RR (Companion) 2024 - [c59]Zuochen Liu, Qingkai Wang, Jiandong Dang, Xiaochun Wang, Kang Li, Roberto Avogadro, Dumitru Roman, Xiang Ma:
Developing Deep Learning Based Intelligent Perception Algorithm for Thickener Equipment Monitoring. RuleML+RR (Companion) 2024 - [c58]Arifa Sultana, Xiang Ma, Rose Qingyang Hu, Hongjie Wang:
Power Scheduling and Cost Optimization of a Grid Integrated PV and BESS Fast Charging using SARSA Reinforcement Learning. VTC Fall 2024: 1-6 - 2023
- [c57]Jianwei Wang, Ke Yan, Xiang Ma:
VMD-AC-LSTM: An Accurate Prediction Method for Solar Irradiance. GPC (1) 2023: 72-87 - [c56]Yuan Zhou, Haijian Sun, Xiang Ma, Rose Qingyang Hu:
Energy-Efficient Secure Offloading for NOMA-Enabled Machine-type Mobile-Edge Computing. ICIT 2023: 1-6 - [c55]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
Approximate Wireless Communication for Federated Learning. WiseML@WiSec 2023: 21-26 - 2022
- [c54]Tianyu Zhang, Dong Li, Hong Wang, Yunzhi Li, Xiang Ma, Wei Luo, Yu Wang, Yang Huang, Yi Li, Yu Zhang, Xinlin Yang, Xijie Jia, Qiang Lin, Lu Tian, Fan Jiang, Dongliang Xie, Hong Luo, Yi Shan:
A-U3D: A Unified 2D/3D CNN Accelerator on the Versal Platform for Disparity Estimation. FPL 2022: 123-129 - [c53]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
A New Implementation of Federated Learning for Privacy and Security Enhancement. GLOBECOM 2022: 4885-4890 - [c52]Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma:
SkeletonCLIP: Recognizing Skeleton-based Human Actions with Text Prompts. ICSAI 2022: 1-6 - [c51]Leiyang Xu, Qiang Wang, Xiaotian Lin, Lin Yuan, Xiang Ma:
Temporal-spatial Feature Fusion for Few-shot Skeleton-based Action Recognition. IECON 2022: 1-6 - [c50]Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma:
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition. IECON 2022: 1-6 - [c49]Maryna Waszak, Terje Moen, Sølve Eidnes, Alexander J. Stasik, Anders H. Hansen, Gregory Bouquet, Antoine Pultier, Xiang Ma, Idar Tørlen, Bjørn Henriksen, Arianeh Aamodt, Dumitru Roman:
Data quality issues for vibration sensors: a case study in ferrosilicon production. SEA4DQ@ESEC/SIGSOFT FSE 2022: 22-23 - [c48]Dumitru Roman, Antoine Pultier, Xiang Ma, Ahmet Soylu, Alexander G. Ulyashin:
Data quality issues in solar panels installations: a case study. SEA4DQ@ESEC/SIGSOFT FSE 2022: 24-25 - 2021
- [c47]Guoliang Su, Jianjun Cui, Xiang Ma:
Measurement spatial deformation of bone loading based on 3D surface modeling. DASC/PiCom/CBDCom/CyberSciTech 2021: 385-388 - [c46]Maozheng Pi, Ning Jin, Xiang Ma, Ke Yan:
Short-term Solar Irradiation Prediction Model Based on WCNN_ALSTM. DASC/PiCom/CBDCom/CyberSciTech 2021: 405-412 - [c45]Zhendong Zhang, Xiang Ma, Ke Yan:
A deep learning model for PM2.5 concentration prediction. DASC/PiCom/CBDCom/CyberSciTech 2021: 428-433 - [c44]Xiang Ma, Haijian Sun, Qun Wang, Rose Qingyang Hu:
User Scheduling for Federated Learning Through Over-the-Air Computation. VTC Fall 2021: 1-5 - 2020
- [c43]Ruoshi Wen, Qiang Wang, Xiang Ma, Zhibin Li:
Human Hand Movement Recognition based on HMM with Hyperparameters Optimized by Maximum Mutual Information. APSIPA 2020: 944-951 - [c42]Lifei Sun, Sen Li, Hailong Liu, Xiang Ma, Xuyang Duan, Shui Guan, Changkai Sun, Changsen Sun:
Effects of Electrode Sizes and Positions on the Induced Current Field in Electrical Eyeballs Stimulations. CISP-BMEI 2020: 764-767 - [c41]Lifei Sun, Sen Li, Hailong Liu, Xiang Ma, Xuyang Duan, Shui Guan, Changkai Sun, Changsen Sun:
Appropriate Electrode Positions Improve Stimulation Efficacies in Electrical Eye Stimulations. CISP-BMEI 2020: 768-772 - [c40]Tao Wu, Ellie Ka In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John R. Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao:
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval. CIKM 2020: 2821-2828 - [c39]Xiang Ma, Haijian Sun, Rose Qingyang Hu:
Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC. GLOBECOM 2020: 1-7 - [c38]Xiang Ma, Lin Yuan, Ruoshi Wen, Qiang Wang:
Sign language recognition based on concept learning. I2MTC 2020: 1-6 - [c37]Haoran Xu, Xiang Ma, Leiyang Xu, Qiang Wang:
Training Musculoskeletal Arm Play Taichi with Deep Reinforcement Learning. I2MTC 2020: 1-6 - [c36]Leiyang Xu, Qiang Wang, Lin Yuan, Xiang Ma:
Using Trajectory Features for Tai Chi Action Recognition. I2MTC 2020: 1-6 - [c35]Xiang Ma, Xuhui Fan, Wei Li, Jiangtao Li, Qiong Li:
The Exploration and Research of Blended Teaching Mode Based on "Internet+" Big Data Cloud Platform. IMIS 2020: 334-343 - [c34]Yue Yuan, Jing Huang, Xiang Ma, Ke Yan:
Children's Drawing Psychological Analysis using Shallow Convolutional Neural Network. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2020: 692-698 - [c33]Can Liu, Pengfei Zhang, Minwen Xiang, Xiang Ma, Chun Jiang, Gonghai Liu, Quanan Chen, Bao Tang, Qiaoyin Lu, Weihua Guo:
850 nm Single-Mode Surface-Emitting DFB Lasers with Surface Grating and Large-Area Oxidized-Aperture. OFC 2020: 1-3 - 2019
- [c32]Haochi Che, Jun Huang, Xiang Ma:
Interval Observer Design for Nonlinear Switched Systems. CAA SAFEPROCESS 2019: 180-184 - [c31]Rongqiang Zhao, Qiang Wang, Xiang Ma, Zhihong Qian:
Adaptive Sparse Representation for Kronecker Compressive Sensing. I2MTC 2019: 1-6 - [c30]Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam:
A Prediction-Optimization Framework for Site-Wide Process Optimization. ICIOT 2019: 125-132 - [c29]Wei Li, Tiantian Jian, Ziqiao Zhao, Xiang Ma:
Data Stream Clustering Algorithm for Smart Site and Its Implementation Based on Flink. SSCI 2019: 2838-2845 - [c28]Wei Li, Tiantian Jian, Yanshan Wang, Xiang Ma:
Research on Virtual Machine Load Balancing Based on Improved Particle Swarm Optimization. SSCI 2019: 2846-2852 - 2017
- [c27]Xiang Ma, Tong Zhao, Ruoshi Wen, Zhaojun Wu, Qiang Wang:
Motion recognition based on concept learning. I2MTC 2017: 1-6 - [c26]Ruoshi Wen, Zixi Guo, Tong Zhao, Xiang Ma, Qiang Wang, Zhaojun Wu:
Neuroevolution of augmenting topologies based musculor-skeletal arm neurocontroller. I2MTC 2017: 1-6 - [c25]Li Li, Zhu Li, Xiang Ma, Haitao Yang, Houqiang Li:
Co-projection-plane based 3-D padding for polyhedron projection for 360-degree video. ICME 2017: 55-60 - [c24]Quanan Chen, Xiang Ma, Wei Sun, Ye Liu, Gonghai Liu, Gongyuan Zhao, Qiaoyin Lu, Weihua Guo:
Multi-channel interference (MCI) widely tunable laser integrated with semiconductor optical amplifier. OFC 2017: 1-3 - 2015
- [c23]Qi Yu, Chao Wang, Xiang Ma, Xi Li, Xuehai Zhou:
A Deep Learning Prediction Process Accelerator Based FPGA. CCGRID 2015: 1159-1162 - [c22]Xiang Ma, Chao Wang, Qi Yu, Xi Li, Xuehai Zhou:
An FPGA-Based Accelerator for Neighborhood-Based Collaborative Filtering Recommendation Algorithms. CLUSTER 2015: 494-495 - 2014
- [c21]Xiang Ma, Junhui Liu, Wenmin Li:
Unified framework of face hallucination across multiple modalities. ICMV 2014: 94451T - [c20]Vinh Nguyen, Chih-Cheng Hung, Xiang Ma:
Face hallucination based on locally linear embedding and local correlation. RACS 2014: 1-6 - 2012
- [c19]Sadiye Guler, Ashutosh Morde, Ian A. Pushee, Xiang Ma, Jay Silverstein, S. McAuliffe:
Contextual video clip classification. AIPR 2012: 1-8 - [c18]John Irvine, Mon Young, Owen Deutsch, Erik Antelman, Sadiye Guler, Ashutosh Morde, Xiang Ma, Ian A. Pushee:
Enhanced event recognition in video using image quality assessment. AIPR 2012: 1-8 - [c17]Ashutosh Morde, Xiang Ma, Sadiye Guler:
Learning a background model for change detection. CVPR Workshops 2012: 15-20 - [c16]Xiang Ma, Junyan Huo, Yilin Chang, Guangliang Ren, Ying Chen, Li Zhang:
Novel 3DV Coding Scheme with Down-/Up-sampling and Asymmetrical Prediction. ICME Workshops 2012: 84-88 - 2011
- [c15]Sadiye Guler, Jay Silverstein, Ian A. Pushee, Xiang Ma, Ashutosh Morde:
AVSS2011 demo session: GPU enabled Smart Video Node. AVSS 2011: 521-524 - 2010
- [c14]Sadiye Guler, Jason A. Silverstein, Ian A. Pushee, Xiang Ma, Ashutosh Morde:
Who, what, when, where, why and how in video analysis: an application centric view. AVSS 2010: 1-4 - 2009
- [c13]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories. ICASSP 2009: 1129-1132 - [c12]Xiang Ma, Junping Zhang, Chun Qi:
Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation. ICIAP 2009: 835-843 - [c11]Xiang Ma, Junping Zhang, Chun Qi:
An Example-Based Two-Step Face Hallucination Method through Coefficient Learning. ICIAR 2009: 471-480 - [c10]Xiang Ma, Ashfaq A. Khokhar, Dan Schonfeld:
Robust video mining based on local similarity alignment of motion trajectories. ICIP 2009: 281-284 - [c9]Xiang Ma, Junping Zhang, Chun Qi:
Position-based face hallucination method. ICME 2009: 290-293 - 2008
- [c8]Yu Huang, Xiang Ma, XianPing Tao, Jiannong Cao, Jian Lu:
A Probabilistic Approach to Consistency Checking for Pervasive Context. EUC (1) 2008: 387-393 - [c7]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
Distributed multi-dimensional hidden Markov models for image and trajectory-based video classifications. ICASSP 2008: 957-960 - [c6]Ainhoa Llorente, Srdan Zagorac, Suzanne Little, Rui Hu, Stefan M. Rüger, Anuj Kumar, Suhail Shaik, Xiang Ma:
Semantic Video Annotation using Background Knowledge and Similarity-based Video Retrieval. TRECVID 2008 - 2007
- [c5]Xiang Ma, Dan Schonfeld, Ashfaq A. Khokhar:
A General Two-Dimensional Hidden Markov Model and its Application in Image Classification. ICIP (6) 2007: 41-44 - 2006
- [c4]Xiang Ma, David A. Castañón:
Receding Horizon Planning for Dubins Traveling Salesman Problems. CDC 2006: 5453-5458 - [c3]Xiang Ma, Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld:
Tensor-Based Multiple Object Trajectory Indexing and Retrieval. ICME 2006: 341-344 - 2005
- [c2]Xiang Ma, Qunhua Pan, Minglu Li:
Integration and Share of Spatial Data Based on Web Service. PDCAT 2005: 328-332 - 2004
- [c1]Xiang Ma, David A. Castañón:
Numerical algorithms for continuous optimal trajectories. CDC 2004: 5427-5432
Parts in Books or Collections
- 2010
- [p1]Xiang Ma, Xu Chen, Ashfaq A. Khokhar, Dan Schonfeld:
Motion Trajectory-Based Video Retrieval, Classification, and Summarization. Video Search and Mining 2010: 53-82
Informal and Other Publications
- 2025
- [i25]Lexin Fang, Yunyang Xu, Xiang Ma, Xuemei Li, Caiming Zhang:
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation. CoRR abs/2503.11140 (2025) - [i24]Adam Schmidt, Mert Asim Karaoglu, Soham Sinha, Mingang Jang, Ho-Gun Ha, Kyungmin Jung, Kyeongmo Gu, Ihsan Ullah, Hyunki Lee, Jonás Serých, Michal Neoral, Jirí Matas, Rulin Zhou, Wenlong He, An Wang, Hongliang Ren, Bruno Silva, Sandro F. Queiros, Estevão Lima, João L. Vilaça, Shunsuke Kikuchi, Atsushi Kouno, Hiroki Matsuzaki, Tongtong Li, Yulu Chen, Ling Li, Xiang Ma, Xiaojian Li, Mona Sheikh Zeinoddin, Xu Wang, Zafer Tandogdu, Greg Shaw, Evangelos B. Mazomenos, Danail Stoyanov, Yuxin Chen, Zijian Wu, Alexander Ladikos, Simon P. DiMaio, Septimiu E. Salcudean, Omid Mohareri:
Point Tracking in Surgery-The 2024 Surgical Tattoos in Infrared (STIR) Challenge. CoRR abs/2503.24306 (2025) - [i23]Sicheng Liu, Qun Wang, Zhuwei Qin, Weishan Zhang, Jingyi Wang, Xiang Ma:
IRS Assisted Decentralized Learning for Wideband Spectrum Sensing. CoRR abs/2504.01344 (2025) - [i22]Wenjing Yin, Tianze Sun, Yijiong Yu, Jiawei Fang, Su Guangyao, Wang Jiancheng, Zekun Wang, Wei Wang, Ran Chen, Ziyun Dai, Shuai Yuan, Menghang Dong, Peng Luo, Dong Cao, Da Lei, Yajun Zhang, Hao Chen, Xiang Ma, Yong Liu, Weifeng Liu, Yuanjian Xu, Ji Pei:
CoCo-Bench: A Comprehensive Code Benchmark For Multi-task Large Language Model Evaluation. CoRR abs/2504.20673 (2025) - 2024
- [i21]Xiang Ma, Xuemei Li, Lexin Fang, Tianlong Zhao, Caiming Zhang:
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. CoRR abs/2401.02236 (2024) - [i20]Xiang Ma, Yuan Zhou, Hanwen Zhang, Qun Wang, Haijian Sun, Hongjie Wang, Rose Qingyang Hu:
Exploring Communication Technologies, Standards, and Challenges in Electrified Vehicle Charging. CoRR abs/2403.16830 (2024) - [i19]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
Approximate Wireless Communication for Lossy Gradient Updates in IoT Federated Learning. CoRR abs/2404.11035 (2024) - [i18]Ben Chen, Huangyu Dai, Xiang Ma, Wen Jiang, Wei Ning:
Robust Interaction-based Relevance Modeling for Online E-Commerce and LLM-based Retrieval. CoRR abs/2406.02135 (2024) - [i17]Xiang Ma, Xuemei Li, Lexin Fang, Caiming Zhang:
Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. CoRR abs/2410.16853 (2024) - 2023
- [i16]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
Approximate Wireless Communication for Federated Learning. CoRR abs/2304.03359 (2023) - [i15]Xiang Ma, Qun Wang, Haijian Sun, Rose Qingyang Hu, Yi Qian:
CSMAAFL: Client Scheduling and Model Aggregation in Asynchronous Federated Learning. CoRR abs/2306.01207 (2023) - [i14]Tianlong Zhao, Xiang Ma, Xuemei Li, Caiming Zhang:
MPR-Net: Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting. CoRR abs/2307.06736 (2023) - [i13]Haijian Sun, Xiang Ma, Rose Qingyang Hu, Randy Christensen:
Precise Coil Alignment for Dynamic Wireless Charging of Electric Vehicles with RFID Sensing. CoRR abs/2312.12565 (2023) - 2022
- [i12]Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma:
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition. CoRR abs/2206.15002 (2022) - [i11]Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian:
A New Implementation of Federated Learning for Privacy and Security Enhancement. CoRR abs/2208.01826 (2022) - [i10]Hang Yu, Keren Dai, Haojie Li, Yao Zou, Xiang Ma, Shaojie Ma, He Zhang:
Anti-Delay Kalman Filter Fusion Algorithm for Vehicle-borne Sensor Network with Finite-Time Convergence. CoRR abs/2209.12666 (2022) - 2021
- [i9]Xiang Ma, Haijian Sun, Qun Wang, Rose Qingyang Hu:
User Scheduling for Federated Learning Through Over-the-Air Computation. CoRR abs/2108.02891 (2021) - 2020
- [i8]Haijian Sun, Xiang Ma, Rose Qingyang Hu:
Adaptive Federated Learning With Gradient Compression in Uplink NOMA. CoRR abs/2003.01344 (2020) - [i7]Hongfeng You, Shengwei Tian, Long Yu, Xiang Ma, Yan Xing, Xin Ning:
A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation. CoRR abs/2003.11213 (2020) - [i6]Haijian Sun, Qun Wang, Xiang Ma, Yongjun Xu, Rose Qingyang Hu:
Towards Green Mobile Edge Computing Offloading Systems with Security Enhancement. CoRR abs/2004.05279 (2020) - [i5]Xiang Ma, Haijian Sun, Rose Qingyang Hu:
Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC. CoRR abs/2006.13044 (2020) - [i4]Tao Wu, Ellie Ka In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John R. Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao:
Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval. CoRR abs/2008.02930 (2020) - [i3]Hongfeng You, Long Yu, Shengwei Tian, Xiang Ma, Yan Xing, Xiaojie Ma:
DT-Net: A novel network based on multi-directional integrated convolution and threshold convolution. CoRR abs/2009.12569 (2020) - 2019
- [i2]Xiang Ma, Zhaohong Deng, Peng Xu, Kup-Sze Choi, Shitong Wang:
Deep Image Feature Learning with Fuzzy Rules. CoRR abs/1905.10575 (2019) - 2017
- [i1]Li Li, Zhu Li, Xiang Ma, Haitao Yang, Houqiang Li:
Co-projection-plane based 3-D padding for polyhedron projection for 360-degree video. CoRR abs/1704.08768 (2017)
Coauthor Index
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