Xiping Hu

Orcid: 0000-0002-4952-699X

Affiliations:
  • Sun Yat-sen University, School of Intelligent Systems Engineering, Shenzhen, China
  • Lanzhou University, School of Information Science and Engineering, China
  • Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China (former)
  • Chinese University of Hong Kong, Hong Kong (former)
  • University of British Columbia, Department of Electrical and Computer Engineering, Vancouver, Canada (PhD)


According to our database1, Xiping Hu authored at least 156 papers between 2011 and 2024.

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Bibliography

2024
Traffic flow matrix-based graph neural network with attention mechanism for traffic flow prediction.
Inf. Fusion, April, 2024

Emotion Recognition From Gait Analyses: Current Research and Future Directions.
IEEE Trans. Comput. Soc. Syst., February, 2024

RelJoin: Relative-cost-based selection of distributed join methods for query plan optimization.
Inf. Sci., February, 2024

IIFDD: Intra and inter-modal fusion for depression detection with multi-modal information from Internet of Medical Things.
Inf. Fusion, February, 2024

Explosive Cyber Security Threats During COVID-19 Pandemic and a Novel Tree-Based Broad Learning System to Overcome.
IEEE Trans. Intell. Transp. Syst., January, 2024

CLHA: A Simple yet Effective Contrastive Learning Framework for Human Alignment.
CoRR, 2024

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property.
CoRR, 2024

Layer-wise Regularized Dropout for Neural Language Models.
CoRR, 2024

History, Development, and Principles of Large Language Models-An Introductory Survey.
CoRR, 2024

E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models.
CoRR, 2024

2023
CATE: Contrastive augmentation and tree-enhanced embedding for credit scoring.
Inf. Sci., December, 2023

Digital Twin Empowered Wireless Healthcare Monitoring for Smart Home.
IEEE J. Sel. Areas Commun., November, 2023

Node Connection Strength Matrix-Based Graph Convolution Network for Traffic Flow Prediction.
IEEE Trans. Veh. Technol., September, 2023

Vehicle Trajectory Prediction in Connected Environments via Heterogeneous Context-Aware Graph Convolutional Networks.
IEEE Trans. Intell. Transp. Syst., August, 2023

Spatial-Temporal Attention Graph Convolution Network on Edge Cloud for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., April, 2023

Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition.
IEEE Trans. Multim., 2023

Estimation of Discriminative Multimodal Brain Network Connectivity Using Message-Passing-Based Nonlinear Network Fusion.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models.
CoRR, 2023

Accelerating Wireless Federated Learning via Nesterov's Momentum and Distributed Principle Component Analysis.
CoRR, 2023

Wireless Model Splitting for Communication-Efficient Personalized Federated Learning with Pipeline Parallelism.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023

An Automatic Depression Detection Method with Cross-Modal Fusion Network and Multi-head Attention Mechanism.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Skeletal Spatial-Temporal Semantics Guided Homogeneous-Heterogeneous Multimodal Network for Action Recognition.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

A Visually Interpretable Convolutional-Transformer Model for Assessing Depression from Facial Images.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

A Momentum-Based Wireless Federated Learning Acceleration With Distributed Principle Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2023

See Your Emotion from Gait Using Unlabeled Skeleton Data.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Federated Learning Driven Secure Internet of Medical Things.
IEEE Wirel. Commun., 2022

Blockchain-Enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework.
IEEE Trans. Mob. Comput., 2022

Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks.
IEEE Trans. Mob. Comput., 2022

Online Scheduling and Route Planning for Shared Buses in Urban Traffic Networks.
IEEE Trans. Intell. Transp. Syst., 2022

Traffic Node Importance Evaluation Based on Clustering in Represented Transportation Networks.
IEEE Trans. Intell. Transp. Syst., 2022

A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression.
IEEE J. Biomed. Health Informatics, 2022

Visual Relationship Detection: A Survey.
IEEE Trans. Cybern., 2022

A Self-Supervised Gait Encoding Approach With Locality-Awareness for 3D Skeleton Based Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

An Improved Selection Method Based on Crowded Comparison for Multi-Objective Optimization Problems in Intelligent Computing.
Mob. Networks Appl., 2022

Towards interpreting deep neural networks via layer behavior understanding.
Mach. Learn., 2022

Data augmentation for depression detection using skeleton-based gait information.
Medical Biol. Eng. Comput., 2022

Postgraduate Student Depression Assessment by Multimedia Gait Analysis.
IEEE Multim., 2022

Self-consistent Reasoning For Solving Math Word Problems.
CoRR, 2022

Expression Syntax Information Bottleneck for Math Word Problems.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Adaptive Federated Learning via Mean Field Approach.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

A Blockchain-Based Cloud Edge Fusion Computing Platform for the Smart Grid.
Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

More than Encoder: Introducing Transformer Decoder to Upsample.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions.
IEEE Wirel. Commun., 2021

Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks.
IEEE Trans. Parallel Distributed Syst., 2021

Joint Computing and Caching in 5G-Envisioned Internet of Vehicles: A Deep Reinforcement Learning-Based Traffic Control System.
IEEE Trans. Intell. Transp. Syst., 2021

Intelligent Edge Computing in Internet of Vehicles: A Joint Computation Offloading and Caching Solution.
IEEE Trans. Intell. Transp. Syst., 2021

Facial Expression Recognition Using Frequency Neural Network.
IEEE Trans. Image Process., 2021

Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry.
IEEE Trans. Ind. Informatics, 2021

On Resource Allocation of Cooperative Multiple Access Strategy in Energy-Efficient Industrial Internet of Things.
IEEE Trans. Ind. Informatics, 2021

Blockchain Based IIoT Data Sharing Framework for SDN-Enabled Pervasive Edge Computing.
IEEE Trans. Ind. Informatics, 2021

Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Game Theoretic Approach.
IEEE J. Sel. Areas Commun., 2021

Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition.
Inf. Sci., 2021

Internet-of-Things-Enabled Data Fusion Method for Sleep Healthcare Applications.
IEEE Internet Things J., 2021

Attention-Based Multilevel Co-Occurrence Graph Convolutional LSTM for 3-D Action Recognition.
IEEE Internet Things J., 2021

Special Issue on "Toward Intelligent Internet of Medical Things and its COVID-19 Applications and Beyond".
IEEE Internet Things J., 2021

An Adaptive Neurofeedback Method for Attention Regulation Based on the Internet of Things.
IEEE Internet Things J., 2021

More than Encoder: Introducing Transformer Decoder to Upsample.
CoRR, 2021

Retinal Vessel Segmentation Using Multi-scale Generative Adversarial Network with Class Activation Mapping.
Proceedings of the Wireless Mobile Communication and Healthcare, 2021

SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-Identification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
Data-Driven Intrusion Detection for Intelligent Internet of Vehicles: A Deep Convolutional Neural Network-Based Method.
IEEE Trans. Netw. Sci. Eng., 2020

Modeling Human Activity With Seasonality Bursty Dynamics.
IEEE Trans. Ind. Informatics, 2020

When Deep Reinforcement Learning Meets 5G-Enabled Vehicular Networks: A Distributed Offloading Framework for Traffic Big Data.
IEEE Trans. Ind. Informatics, 2020

Edge Computing Based Healthcare Systems: Enabling Decentralized Health Monitoring in Internet of Medical Things.
IEEE Netw., 2020

Private-Blockchain-Based Industrial IoT for Material and Product Tracking in Smart Manufacturing.
IEEE Netw., 2020

A collective filtering based content transmission scheme in edge of vehicles.
Inf. Sci., 2020

Corrections to "A Cooperative Quality-Aware Service Access System for Social Internet of Vehicles".
IEEE Internet Things J., 2020

Feature-level fusion approaches based on multimodal EEG data for depression recognition.
Inf. Fusion, 2020

Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition.
CoRR, 2020

A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification.
CoRR, 2020

Emotion Recognition From Gait Analyses: Current Research and Future Directions.
CoRR, 2020

MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis.
CoRR, 2020

Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Alzheimer's Disease Distinction Based On Gait Feature Analysis.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Data Fusion Enabled Approach for Sleep-Aware Applications.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

A Behaviour Patterns Extraction Method for Recognizing Generalized Anxiety Disorder.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Multi-Level Co-Occurrence Graph Convolutional LSTM for Skeleton-Based Action Recognition.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

A New Skeletal Representation Based on Gait for Depression Detection.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Cooperative Wireless Edges with Composite Resource Allocation in Hierarchical Networks.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

Smartphone Hypertension Detector: Monitoring Sleep Behavior to Detect Possible Hypertensive Population.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

2019
CoPFun: an urban co-occurrence pattern mining scheme based on regional function discovery.
World Wide Web, 2019

Future Communications and Energy Management in the Internet of Vehicles: Toward Intelligent Energy-Harvesting.
IEEE Wirel. Commun., 2019

Optimizing Content Dissemination for Real-Time Traffic Management in Large-Scale Internet of Vehicle Systems.
IEEE Trans. Veh. Technol., 2019

Deep Learning in Edge of Vehicles: Exploring Trirelationship for Data Transmission.
IEEE Trans. Ind. Informatics, 2019

On-Chip Hardware Accelerator for Automated Diagnosis Through Human-Machine Interactions in Healthcare Delivery.
IEEE Trans Autom. Sci. Eng., 2019

Mobile crowdsourcing based context-aware smart alarm sound for smart living.
Pervasive Mob. Comput., 2019

Stochastic Computation Offloading and Trajectory Scheduling for UAV-Assisted Mobile Edge Computing.
IEEE Internet Things J., 2019

Joint Resource Allocation for Latency-Sensitive Services Over Mobile Edge Computing Networks With Caching.
IEEE Internet Things J., 2019

Privacy-Preserving Content Dissemination for Vehicular Social Networks: Challenges and Solutions.
IEEE Commun. Surv. Tutorials, 2019

Multimodal Mild Depression Recognition Based on EEG-EM Synchronization Acquisition Network.
IEEE Access, 2019

Depression Prevalence in Postgraduate Students and Its Association With Gait Abnormality.
IEEE Access, 2019

Multi-Resolution Parallel Magnetic Resonance Image Reconstruction in Mobile Computing-Based IoT.
IEEE Access, 2019

LMVI-SLAM: Robust Low-Light Monocular Visual-Inertial Simultaneous Localization and Mapping.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Emotion Recognition Based on Multi-View Body Gestures.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Towards Intelligent Decision Making in Emotion-aware Applications.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Dense Encoder-Decoder Network based on Two-Level Context Enhanced Residual Attention Mechanism for Segmentation of Breast Tumors in Magnetic Resonance Imaging.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Alarm Sound Recommendation Based on Music Generating System.
Proceedings of the 5G for Future Wireless Networks - 2nd EAI International Conference, 2019

Smartphone-Based Intelligent Sleep Monitoring.
Proceedings of the 5G for Future Wireless Networks - 2nd EAI International Conference, 2019

2018
Crowdsourcing for Mobile Networks and IoT.
Wirel. Commun. Mob. Comput., 2018

Generalized Haar Filter-Based Object Detection for Car Sharing Services.
IEEE Trans Autom. Sci. Eng., 2018

Guest Editorial Special Issue on Advancing Intelligent Automation in Sharing Economy.
IEEE Trans Autom. Sci. Eng., 2018

Energy-Latency Tradeoff for Energy-Aware Offloading in Mobile Edge Computing Networks.
IEEE Internet Things J., 2018

A Privacy-Preserving Message Forwarding Framework for Opportunistic Cloud of Things.
IEEE Internet Things J., 2018

A Cooperative Quality-Aware Service Access System for Social Internet of Vehicles.
IEEE Internet Things J., 2018

Anchor-based Nearest Class Mean Loss for Convolutional Neural Networks.
CoRR, 2018

A City-Wide Real-Time Traffic Management System: Enabling Crowdsensing in Social Internet of Vehicles.
IEEE Commun. Mag., 2018

Emotion-Aware Cognitive System in Multi-Channel Cognitive Radio Ad Hoc Networks.
IEEE Commun. Mag., 2018

SAR: A Social-Aware Route Recommendation System for Intelligent Transportation.
Comput. J., 2018

Localized Fault Tolerant and Connectivity Restoration Algorithms in Mobile Wireless Ad Hoc Network.
IEEE Access, 2018

Mobile Cyber Physical Systems: Current Challenges and Future Networking Applications.
IEEE Access, 2018

The Impact of Digital Alarm Sound to Human Emotions: A Case Study.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017
Profiling Energy Efficiency and Data Communications for Mobile Internet of Things.
Wirel. Commun. Mob. Comput., 2017

Social-Oriented Adaptive Transmission in Opportunistic Internet of Smartphones.
IEEE Trans. Ind. Informatics, 2017

Distributed Channel Allocation and Time Slot Optimization for Green Internet of Things.
Sensors, 2017

Mobile Cyber-Physical System.
Mob. Inf. Syst., 2017

Vehicular Social Networks: Enabling Smart Mobility.
IEEE Commun. Mag., 2017

MeDJ: Multidimensional Emotion-aware Music Delivery for Adolescent.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Poster: Emotion-Aware Smart Tips for Healthy and Happy Sleep.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

A cloud-supported cps approach to control decision of process manufacturing: 3D ONoC.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Generalized Haar filter based CNN for object detection in traffic scenes.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016
A Dynamic Graph-Based Scheduling and Interference Coordination Approach in Heterogeneous Cellular Networks.
IEEE Trans. Veh. Technol., 2016

A security patch addressing bandwidth request vulnerabilities in the IEEE 802.16 standard.
IEEE Netw., 2016

Green cell planning and deployment for small cell networks in smart cities.
Ad Hoc Networks, 2016

Sender-jump receiver-wait: A blind rendezvous algorithm for distributed cognitive radio networks.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Software Defined Small Cell Networking under Dynamic Traffic Patterns.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015
SAfeDJ: A Crowd-Cloud Codesign Approach to Situation-Aware Music Delivery for Drivers.
ACM Trans. Multim. Comput. Commun. Appl., 2015

S-Aframe: Agent-Based Multilayer Framework With Context-Aware Semantic Service for Vehicular Social Networks.
IEEE Trans. Emerg. Top. Comput., 2015

Lightweight Management of Resource-Constrained Sensor Devices in Internet of Things.
IEEE Internet Things J., 2015

A Survey on Mobile Social Networks: Applications, Platforms, System Architectures, and Future Research Directions.
IEEE Commun. Surv. Tutorials, 2015

CIS: Community-based information sharing mechanism for automotive IoT.
Proceedings of the 2nd IEEE World Forum on Internet of Things, 2015

Towards Mobility-as-a-Service to Promote Smart Transportation.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Towards In Time Music Mood-Mapping for Drivers: A Novel Approach.
Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2015

SH-CRAN: Hierarchical Framework to Support Mobile Big Data Computing in a Secure Manner.
Proceedings of the 2015 Workshop on Mobile Big Data, 2015

Green small cell planning in smart cities under dynamic traffic demand.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Health Drive: Mobile Healthcare Onboard Vehicles to Promote Safe Driving.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015

Energy Efficiency as an Orchestration Service for Mobile Internet of Things.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

A Novel Cloud-Based Crowd Sensing Approach to Context-Aware Music Mood-Mapping for Drivers.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

Towards Context-Aware Mobile Crowdsensing in Vehicular Social Networks.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
Multidimensional context-aware social network architecture for mobile crowdsensing.
IEEE Commun. Mag., 2014

Sensor cloud computing for vehicular applications: from analysis to practical implementation.
Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

Towards a service centric contextualized vehicular cloud.
Proceedings of the fourth ACM international symposium on Development and analysis of intelligent vehicular networks and applications, 2014

Poster - SAfeDJ community: situation-aware in-car music delivery for safe driving.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Mood-fatigue analyzer: towards context-aware mobile sensing applications for safe driving.
Proceedings of the 1st ACM Workshop on Middleware for Context-Aware Applications in the IoT, 2014

Job Scheduling for Cloud Computing Integrated with Wireless Sensor Network.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013
Vita: A Crowdsensing-Oriented Mobile Cyber-Physical System.
IEEE Trans. Emerg. Top. Comput., 2013

Semantic based networking of information in vehicular clouds based on dimensionality reduction.
Proceedings of the third ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2013

Social drive: a crowdsourcing-based vehicular social networking system for green transportation.
Proceedings of the third ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2013

A mobile crowdsensing system enhanced by cloud-based social networking services.
Proceedings of the First International Workshop on Middleware for Cloud-enabled Sensing, 2013

Enhanced detection and restoration of low-rate denial-of-service in wireless multi-hop networks.
Proceedings of the International Conference on Computing, Networking and Communications, 2013

A Service-Oriented Mobile Social Networking Platform for Disaster Situations.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

A Review of Key Issues That Concern the Feasibility of Mobile Cloud Computing.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Collaborative location-based sleep scheduling to integrate wireless sensor networks with mobile cloud computing.
Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2012
VSSA: a service-oriented vehicular social-networking platform for transportation efficiency.
Proceedings of the second ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2012

2011
A Multi-Agent Framework for Ambient Systems Development.
Proceedings of the 2nd International Conference on Ambient Systems, 2011

A semantics-based multi-agent framework for vehicular social network development.
Proceedings of the first ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2011


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