Xiao Ma

ORCID

Publication Activity (10 Years)

Years Active: 1998-2025
Publications (10 Years): 287

Top Venues

CoRR

IEEE Access

IEEE Internet Things J.

WCSP

University of Warwick, Coventry, UK (PHD)

Education History

University of Warwick, Coventry, UK

PHD

Publications

Xiao Ma
Research on virtual entertainment robots based on machine learning algorithms providing psychological health services for college students. Entertain. Comput. 52 (2025)
Wenyu Gu, Kaiyan He, Xiao Ma, Dongxu Li, Wei Pang, Jingwei Sheng, Jia-Hong Gao
Real-Time Localization of OPMs in a Flexible Array During MEG Recordings. IEEE Trans. Instrum. Meas. 73 (2024)
Xiao Ma, Gang Yao, Sanyi Yuan, Feng Zhang, Di Wu
Seismic Coherent Noise Removal With Residual Network and Synthetic Seismic Samples. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Xiao Ma, Shengfeng He, Hezhe Qiao, Dong Ma
DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers. CoRR (2024)
Xiao Ma, Wu-Jun Li
Weighting Online Decision Transformer with Episodic Memory for Offline-to-Online Reinforcement Learning. ICRA (2024)
Tao Han, Huaixuan Shi, Xinyi Ding, Xiao Ma, Huamao Gu, Yili Fang
Mixture of Experts based Multi-task Supervise Learning from Crowds. CoRR (2024)
Pietro Mazzaglia, Nicholas Backshall, Xiao Ma, Stephen James
Redundancy-aware Action Spaces for Robot Learning. CoRR (2024)
Biao Jin, Xiao Ma, Zhenkai Zhang, Zhuxian Lian, Biao Wang
Interference-Robust Millimeter-Wave Radar-Based Dynamic Hand Gesture Recognition Using 2-D CNN-Transformer Networks. IEEE Internet Things J. 11 (2) (2024)
Shican Wu, Xiao Ma, Dehui Luo, Lulu Li, Xiangcheng Shi, Xin Chang, Xiaoyun Lin, Ran Luo, Chunlei Pei, Zhi-Jian Zhao, Jinlong Gong
Automated Review Generation Method Based on Large Language Models. CoRR (2024)
Tianran Hao, Ying Tao, Meng Li, Xiao Ma, Peng Dong, Lisha Cui, Pei Lv, Mingliang Xu
Foreground and Background Separate Adaptive Equilibrium Gradients Loss for Long-Tail Object Detection. CVM (2) (2024)
Tianyao He, Huabin Liu, Yuxi Li, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis. AAAI (2024)
Xiao Ma, Hongyu Zhang, Jiangfeng Zeng, Yiqi Duan, Xuan Wen
FedKGRec: privacy-preserving federated knowledge graph aware recommender system. Appl. Intell. 54 (19) (2024)
Xiaoguang Lu, Chenhao Suo, Xiao Ma, Zhe Zhang
A Method for Estimating Human Respiratory Rate and Heart Rate Using Sparse Spectrum Analysis. HCI (9) (2024)
Xiang Li, Zhenyan Lu, Dongqi Cai, Xiao Ma, Mengwei Xu
Large Language Models on Mobile Devices: Measurements, Analysis, and Insights. EdgeFM@MobiSys (2024)
Xiao Ma, Yuan Yuan
Robust hierarchical games of linear discrete-time systems based on off-policy model-free reinforcement learning. J. Frankl. Inst. 361 (7) (2024)
Xiao Ma, Shengfeng He, Hezhe Qiao, Dong Ma
DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollers. PerCom (2024)
Yinchu Wang, Xiao Ma
A comparative study of BMST-LDPC codes and staircase-LDPC codes. Phys. Commun. 66 (2024)
Zexuan Ji, Hao Qian, Xiao Ma
Progressive Group Convolution Fusion network for colon polyp segmentation. Biomed. Signal Process. Control. 96 (2024)
Xiaoguang Lu, Xiao Ma, Chenhao Suo, Zhe Zhang
A Non-contact Vital Signs Retrieving Method for Aviation Safety Personnel Using TVF-EMD. HCI (10) (2024)
Xiaodong Wang, Rujing Wang, Shilian Wu, Xiao Ma, Jianming Du, Junjie Gao
A Stable Diffusion Based Image Generation Method for Few-Shot Emerging Pest Detection in the Wild. ICIT (2024)
Xiao Ma, Sumit Patidar, Iain Haughton, Stephen James
Hierarchical Diffusion Policy for Kinematics-Aware Multi-Task Robotic Manipulation. CoRR (2024)
Rui-chao Xu, Yue-bin Di, Zeng Shou, Xiao Ma, Heqiu Chai, Long Yin
The Homology Determination System for APT Samples Based on Gene Maps. J. Cyber Secur. Mobil. 13 (4) (2024)
Biao Jin, Xiao Ma, Bojun Hu, Zhenkai Zhang, Zhuxian Lian, Biao Wang
Gesture-mmWAVE: Compact and Accurate Millimeter-Wave Radar-Based Dynamic Gesture Recognition for Embedded Devices. IEEE Trans. Hum. Mach. Syst. 54 (3) (2024)
Rui Zhang, Shuailong Li, Junxiao Xue, Feng Lin, Qing Zhang, Xiao Ma, Xiaoran Yan
Hierarchical Action Recognition: A Contrastive Video-Language Approach with Hierarchical Interactions. CoRR (2024)
Xiao Ma
Guessing What, Noise or Codeword? CoRR (2024)
Qing Li, Xiao Ma, Ao Zhou, Changhee Joo, Shangguang Wang
Online Service Request Duplicating for Vehicular Applications. IEEE Trans. Mob. Comput. 22 (7) (2023)
Xiao Ma, Wenqi Lv, Meng Zhao
A Double Stream Person Re-Identification Method Based on Attention Mechanism and Multi-Scale Feature Fusion. IEEE Access 11 (2023)
Jiawei Ren, Mingyuan Zhang, Cunjun Yu, Xiao Ma, Liang Pan, Ziwei Liu
InsActor: Instruction-driven Physics-based Characters. CoRR (2023)
Huixia Ding, Shujian Zhang, Ya-Nan Zhang, Xiao Ma, Jinghai Lv, Junxiang Wu, Jingjing Zhang
Visual Analysis of the Current Research Status in Acupuncture and Moxibustion Academic Thought. ISAIMS (2023)
Yifan Qiao, Guang Zheng, Zihan Du, Xiao Ma, Jiarui Li, L. Monika Moskal
Tree-Species Classification and Individual-Tree-Biomass Model Construction Based on Hyperspectral and LiDAR Data. Remote. Sens. 15 (5) (2023)
Jingyang Liu, Qingqing Jiang, Hua-Jian Ding, Xiao Ma, Ming-Shuo Sun, Jiaxin Xu, Chun-Hui Zhang, Shipeng Xie, Jian Li, Guigen Zeng, Xingyu Zhou, Qin Wang
Highly efficient twin-field quantum key distribution with neural networks. Sci. China Inf. Sci. 66 (8) (2023)
Haiyue Yuan, Matthew Boakes, Xiao Ma, Dongmei Cao, Shujun Li
Visualising Personal Data Flows: Insights from a Case Study of Booking.com. CAiSE Forum (2023)
Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang
ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. WWW (2023)
Amanda Baughan, Allison Mercurio, Ariel Liu, Xuezhi Wang, Jilin Chen, Xiao Ma
A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures. CoRR (2023)
Xiao Ma, Wu-Jun Li
State-based episodic memory for multi-agent reinforcement learning. Mach. Learn. 112 (12) (2023)
Qing Li, Xiao Ma, Ao Zhou, Xiapu Luo, Fangchun Yang, Shangguang Wang
User-Oriented Edge Node Grouping in Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (6) (2023)
Yue Cao, Shaoshi Yang, Xiao Ma, Zhiyong Feng
Cooperative Positioning for Sparsely Distributed High-Mobility Wireless Networks with EKF Based Spatio-Temporal Data Fusion. CoRR (2023)
Xiao Ma, Yongle Huang, Fei Xiao, Yifei Luo, Tongyao Han
Characterization on the thermal field inside IGBT cells during switching based on TCAD modeling and Thermoreflectance imaging. Microelectron. J. 142 (2023)
Xiao Ma, Wu-Jun Li
Grey-box Adversarial Attack on Communication in Multi-agent Reinforcement Learning. AAMAS (2023)
Haiyue Yuan, Matthew Boakes, Xiao Ma, Dongmei Cao, Shujun Li
Visualising Personal Data Flows: Insights from a Case Study of Booking.com. CoRR (2023)
Pengfei Chen, Xiao Ma
Optimal Strategy for Designing a Multitask Learning-Based Hybrid Model to Predict Wheat Leaf Nitrogen Content. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Xiao Ma, Ao Zhou, Shan Zhang, Qing Li, Alex X. Liu, Shangguang Wang
Dynamic Task Scheduling in Cloud-Assisted Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (4) (2023)
Chuntao Ding, Ao Zhou, Xiao Ma, Ning Zhang, Ching-Hsien Hsu, Shangguang Wang
Towards Diversified IoT Image Recognition Services in Mobile Edge Computing. IEEE Trans. Cloud Comput. 11 (1) (2023)
Xiao Ma, Hao Lyu, Yuk Fai Cheung, Hoi Wai Choi
Heterogeneous Integration of Monolithic LED-PD With Circuitry for Intensity Stabilization. IEEE Trans. Ind. Electron. 70 (11) (2023)
Yue Cao, Shaoshi Yang, Xiao Ma, Zhiyong Feng
Cooperative Positioning for Sparsely Distributed High-Mobility Wireless Networks With EKF Based Spatio-Temporal Data Fusion. IEEE Commun. Lett. 27 (9) (2023)
Su Liu, Wenqi Lyu, Xiao Ma, Jike Ge
An Entity-Relation Joint Extraction Method Based on Two Independent Sub-Modules From Unstructured Text. IEEE Access 11 (2023)
Jiawei Ren, Cunjun Yu, Siwei Chen, Xiao Ma, Liang Pan, Ziwei Liu
DiffMimic: Efficient Motion Mimicking with Differentiable Physics. CoRR (2023)
Amanda Baughan, Xuezhi Wang, Ariel Liu, Allison Mercurio, Jilin Chen, Xiao Ma
A Mixed-Methods Approach to Understanding User Trust after Voice Assistant Failures. CHI (2023)
Tianyao He, Huabin Liu, Yuxi Li, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis. CoRR (2023)
Wei Wu, Luwei Kang, Yueqin Liu, Xiao Ma, Xinxin Zhang, Yupeng Yang
The early stage of adult ocular dominance plasticity revealed by near-infrared optical imaging of intrinsic signals. NeuroImage 274 (2023)
Liping Lang, David Thuente, Xiao Ma
Better health - A comprehensive and profound research about physical strength consumption estimation methods using machine learning. J. Intell. Fuzzy Syst. 45 (6) (2023)
Meidai Xuanyuan, Yuwang Wang, Honglei Guo, Xiao Ma, Yuchen Guo, Tao Yu, Qionghai Dai
Hi Sheldon! Creating Deep Personalized Characters from TV Shows. CoRR (2023)
Xiao Ma, Gang Yao, Feng Zhang, Di Wu
3-D Seismic Fault Detection Using Recurrent Convolutional Neural Networks With Compound Loss. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks. Biomed. Signal Process. Control. 84 (2023)
Xiao Ma, Guang Zheng, Chi Xu, L. Monika Moskal, Peng Gong, Qinghua Guo, Huabing Huang, Xuecao Li, Yong Pang, Cheng Wang, Huan Xie, Bailang Yu, Bo Zhao, Yuyu Zhou
A global product of fine-scale urban building height based on spaceborne lidar. CoRR (2023)
Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
Boosting DNN Cold Inference on Edge Devices. MobiSys (2023)
Xian Liao, Zhengyu Xu, Wei Liu, Heng-Ming Tai, Jie Zhou, Xiao Ma, Zhihong Fu
Electromagnetic Detection System with Magnetic Dipole Source for Near-Surface Detection. Sensors 23 (24) (2023)
Changshuo Hu, Xiao Ma, Dong Ma, Ting Dang
Lightweight and Non-Invasive User Authentication on Earables. HotMobile (2023)
Xiao Ma, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen
Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning. CoRR (2023)
Wenjie Yang, Zhenyu Xie, Yaoming Wang, Yang Zhang, Xiao Ma, Bing Hao
Integrating Appearance and Spatial-Temporal Information for Multi-Camera People Tracking. CVPR Workshops (2023)
Jiawei Ren, Mingyuan Zhang, Cunjun Yu, Xiao Ma, Liang Pan, Ziwei Liu
InsActor: Instruction-driven Physics-based Characters. NeurIPS (2023)
Yuran Guo, Xiao Ma, Qibo Sun, Ao Zhou
Freshness-aware Content Update for Earth Observation: Trading Off AoI and Accuracy. ICNP (2023)
Xiao Ma, Hongli Pan
Improving entrepreneurial skills and professional association of college students using big data analysis and IoT. Soft Comput. 27 (19) (2023)
Ao Zhou, Xiao Ma, Siyi Gao, Shangguang Wang
Providing Reliable Service for Parked-vehicle-assisted Mobile Edge Computing. ACM Trans. Internet Techn. 22 (4) (2022)
Juewei Wang, Chao Chen, Xiao Ma
Block Markov Superposition Transmission of Algebraic QC-LDPC Codes for Optical Fiber Communications. WOCC (2022)
Yu Zhou, Ronggang Cao, Ping Li, Xiao Ma, Xueyi Hu, Fadong Li
A damage detection system for inner bore of electromagnetic railgun launcher based on deep learning and computer vision. Expert Syst. Appl. 202 (2022)
Chuntao Ding, Ao Zhou, Xiulong Liu, Xiao Ma, Shangguang Wang
Resource-Aware Feature Extraction in Mobile Edge Computing. IEEE Trans. Mob. Comput. 21 (1) (2022)
Yuanzhe Li, Ao Zhou, Xiao Ma, Shangguang Wang
Profit-Aware Edge Server Placement. IEEE Internet Things J. 9 (1) (2022)
Li Zhang, Zhe Fu, Boqing Shi, Xiang Li, Rujin Lai, Chenyang Chen, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
SoC-Cluster as an Edge Server: an Application-driven Measurement Study. CoRR (2022)
Wanghu Chen, Pengbo Lv, Jing Li, Xiao Ma
Pavement Condition Detection Method Based on Time-Frequency Features and Capsule Neural Network. Big Data (2022)
Yunqi Miao, Nianchang Huang, Xiao Ma, Qiang Zhang, Jungong Han
On Exploring Pose Estimation as an Auxiliary Learning Task for Visible-Infrared Person Re-identification. CoRR (2022)
Xiao Ma, Benjian Hao, Hailin Zhang, Pengwu Wan
Semidefinite Relaxation for Source Localization by TOA in Unsynchronized Networks. IEEE Signal Process. Lett. 29 (2022)
Zhejing Hu, Xiao Ma, Yan Liu, Gong Chen, Yongxu Liu
The Beauty of Repetition in Machine Composition Scenarios. CoRR (2022)
Lin Chen, Xiao Ma
Research on Intelligent Evaluation Mechanism Enabling Four-Dimensional Experimental Ability Student Portrait. ICETM (2022)
Yiwen Wang, Jifan Liang, Xiao Ma
Local Constraint-Based Ordered Statistics Decoding for Short Block Codes. ITW (2022)
Zhejing Hu, Xiao Ma, Yan Liu, Gong Chen, Yongxu Liu
The Beauty of Repetition in Machine Composition Scenarios. ACM Multimedia (2022)
Xiao Ma
Optimization of Business English Teaching Based on the Integration of Interactive Virtual Reality Genetic Algorithm. J. Electr. Comput. Eng. 2022 (2022)
Changxin Fu, Xiao Ma, Lixin Zhang
Fuzzy-PID Strategy Based on PSO Optimization for pH Control in Water and Fertilizer Integration. IEEE Access 10 (2022)
Panpan Yang, Nianqin Wang, Youjin Guo, Xiao Ma, Chao Wang
Performance Analysis of Logistic Model Tree-Based Ensemble Learning Algorithms for Landslide Susceptibility Mapping. J. Sensors 2022 (2022)
Jinghui (Jove) Hou, Xiao Ma
Space Norms for Constructing Quality Reviews on Online Consumer Review Sites. Inf. Syst. Res. 33 (3) (2022)
Tingting Zhu, Jifan Liang, Xiao Ma
Lossy Compression of Gaussian Source Using Low Density Generator Matrix Codes. DCC (2022)
Qiyang Zhang, Shangguang Wang, Ao Zhou, Xiao Ma
Cost-aware edge server placement. Int. J. Web Grid Serv. 18 (1) (2022)
Yuanling Ma, Xiao Ma, Chengnan Pan, Runlin Li, Zhi Fang
Research on Equipment Management System of Smart Hospital Based on Data Visualization. ADHIP (1) (2022)
Yixin Wang, Xiao Ma
Rate-Configurable SC-LDGM Codes Concatenated with Zipper Codes for Optical Communication. CCWC (2022)
Meghana Deodhar, Xiao Ma, Yixin Cai, Alex Koes, Alex Beutel, Jilin Chen
A human-ML collaboration framework for improving video content reviews. CIKM Workshops (2022)
Rongjie Yi, Ting Cao, Ao Zhou, Xiao Ma, Shangguang Wang, Mengwei Xu
Understanding and Optimizing Deep Learning Cold-Start Latency on Edge Devices. CoRR (2022)
Xingyu Ru, Kaiyan He, Bingjiang Lyu, Dongxu Li, Wei Xu, Wenyu Gu, Xiao Ma, Jiayi Liu, Congcong Li, Tingyue Li, Fufu Zheng, Xiaozhou Yan, Yugang Yin, Hongfeng Duan, Shuai Na, Shuangai Wan, Jie Qin, Jingwei Sheng, Jia-Hong Gao
Multimodal neuroimaging with optically pumped magnetometers: A simultaneous MEG-EEG-fNIRS acquisition system. NeuroImage 259 (2022)
Xiao Ma, Bo Zhou, Shifeng Xue
A Hermite interpolation element-free Galerkin method for functionally graded structures. Appl. Math. Comput. 419 (2022)
Lin Chen, Xiao Ma, Xiang Ji, Ziyan Wang
Design and Implementation of A Cache Adapted to the LoongArch Architecturert. EITCE (2022)
Ao Zhou, Sisi Li, Xiao Ma, Shangguang Wang
Service-Oriented Resource Allocation for Blockchain-Empowered Mobile Edge Computing. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Yi Liu, Limin Wang, Yali Wang, Xiao Ma, Yu Qiao
FineAction: A Fine-Grained Video Dataset for Temporal Action Localization. IEEE Trans. Image Process. 31 (2022)
Yixin Wang, Tingting Zhu, Xiao Ma
Transmission of Bernoulli Sources Using Convolutional LDGM Codes. CoRR (2022)
Yufei Ye, Xiao Ma, Zepan Yang, Cancan Liao, Leihang Chen
Design of Information Consultation System for the Whole Process of Construction Engineering Based on BIM Technology. ADHIP (1) (2022)
Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Hai Nguyen, Zhihan Yang, Andrea Baisero, Xiao Ma, Robert Platt, Christopher Amato
Hierarchical Reinforcement Learning under Mixed Observability. CoRR (2022)
Hai Nguyen, Zhihan Yang, Andrea Baisero, Xiao Ma, Robert Platt, Christopher Amato
Hierarchical Reinforcement Learning Under Mixed Observability. WAFR (2022)
Ao Chen, Xiao Ma, Qiang Chen, Zexuan Ji
PRGAN: A Progressive Refined GAN for Lesion Localization and Segmentation on High-Resolution Retinal Fundus Photography. PRCV (2) (2022)
Xiao Ma, Yixin Wang, Tingting Zhu
A New Framework for Proving Coding Theorems for Linear Codes. ISIT (2022)
Wenqing Wang, Pengfei Jiao, Han Liu, Xiao Ma, Zhuo Shang
Two-stage content based image retrieval using sparse representation and feature fusion. Multim. Tools Appl. 81 (12) (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiao Ma