Xuefeng Liu

Orcid: 0000-0003-2705-8731

Affiliations:
  • Huazhong University of Science and Technology, School of Electronic Information and Communications, Wuhan, Hubei, China
  • Beihang University, Beijing, School of Computer Science and Engineering, China
  • Hong Kong Polytechnic University, Hong Kong (former)
  • University of Bristol, UK (PhD 2008)


According to our database1, Xuefeng Liu authored at least 149 papers between 2010 and 2024.

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Timeline

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Bibliography

2024
Aligning Before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction.
IEEE Trans. Mob. Comput., May, 2024

MARVEL: Raster Gray-Level Manga Vectorization via Primitive-Wise Deep Reinforcement Learning.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

SafeCoder: A machine-learning-based encoding system to embed safety identification information into QR codes.
J. Netw. Comput. Appl., 2024

Learning by imitating the classics: Mitigating class imbalance in federated learning via simulated centralized learning.
Expert Syst. Appl., 2024

A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis.
Expert Syst. Appl., 2024

Why Go Full? Elevating Federated Learning Through Partial Network Updates.
CoRR, 2024

GLC-SLAM: Gaussian Splatting SLAM with Efficient Loop Closure.
CoRR, 2024

Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation.
CoRR, 2024

The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning.
CoRR, 2024

DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-rank Decomposition.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FedTC: Enabling Communication-Efficient Federated Learning via Transform Coding.
Proceedings of the IEEE INFOCOM 2024, 2024

Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

BeyondVision: An EMG-driven Micro Hand Gesture Recognition Based on Dynamic Segmentation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

FedMDC: Enabling Communication-Efficient Federated Learning over Packet Lossy Networks via Multiple Description Coding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023
In-Network Processing or Feature Compressive Sensing? Case Study of Structural Health Monitoring With Wireless Sensor Networks.
IEEE Internet Things J., 2023

Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism.
Comput. Speech Lang., 2023

Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space.
CoRR, 2023

3Deformer: A Common Framework for Image-Guided Mesh Deformation.
CoRR, 2023

Unlocking the Potential of Federated Learning for Deeper Models.
CoRR, 2023

SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition.
Proceedings of the IEEE INFOCOM 2023, 2023

FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC.
Proceedings of the IEEE INFOCOM 2023, 2023

Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing.
Proceedings of the IEEE INFOCOM 2023, 2023

MRCap: Multi-modal and Multi-level Relationship-based Dense Video Captioning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

A Doctors Behavior Aware and Domain Knowledge Driven Model for Medical Report Generation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices.
IEEE Trans. Knowl. Data Eng., 2022

SentiStory: A Multi-Layered Sentiment-Aware Generative Model for Visual Storytelling.
IEEE Trans. Circuits Syst. Video Technol., 2022

ALS-MRS: Incorporating aspect-level sentiment for abstractive multi-review summarization.
Knowl. Based Syst., 2022

DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images.
J. Comput. Sci. Technol., 2022

Enabling Efficient Scheduling in Large-Scale UAV-Assisted Mobile-Edge Computing via Hierarchical Reinforcement Learning.
IEEE Internet Things J., 2022

Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio.
Int. J. Comput. Vis., 2022

Addressing Class Imbalance in Federated Learning via Collaborative GAN-Based Up-Sampling.
Proceedings of the Wireless Internet - 15th EAI International Conference, 2022

DBNet: a dual-branch network for breast cancer classification in ultrasound images.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

pFedGF: Enabling Personalized Federated Learning via Gradient Fusion.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction.
Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

ChannelFed: Enabling Personalized Federated Learning via Localized Channel Attention.
Proceedings of the IEEE Global Communications Conference, 2022

Embracing Uniqueness: Generating Radiology Reports via a Transformer with Graph-based Distinctive Attention.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos.
IEEE Trans. Medical Imaging, 2021

BaG: Behavior-Aware Group Detection in Crowded Urban Spaces Using WiFi Probes.
IEEE Trans. Mob. Comput., 2021

Protecting Your Shopping Preference With Differential Privacy.
IEEE Trans. Mob. Comput., 2021

An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning.
IEEE Trans. Ind. Informatics, 2021

Enabling Efficient Model-Free Control of Large-Scale Canals by Exploiting Domain Knowledge.
IEEE Trans. Ind. Electron., 2021

Applying Buffer to SDN Switches: Benefits Analysis and Mechanism Design.
IEEE Trans. Cloud Comput., 2021

A survey on incorporating domain knowledge into deep learning for medical image analysis.
Medical Image Anal., 2021

An application of multi-objective reinforcement learning for efficient model-free control of canals deployed with IoT networks.
J. Netw. Comput. Appl., 2021

Automatic ultrasound image report generation with adaptive multimodal attention mechanism.
Neurocomputing, 2021

Vectorization of Raster Manga by Deep Reinforcement Learning.
CoRR, 2021

DeepPIRATES: A Training-Light PIR-Based Localization Method With High Generalization Ability.
IEEE Access, 2021

Q-Art Code: Generating Scanning-robust Art-style QR Codes by Deformable Convolution.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multi-scale view-based convolutional neural network for breast cancer classification in ultrasound images.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

ContentHE: Content-enhanced Network Embedding for Hashtag Representation.
Proceedings of the 2021 International Conference on Data Mining, 2021

Visformer: The Vision-friendly Transformer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CIC-FL: Enabling Class Imbalance-Aware Clustered Federated Learning over Shifted Distributions.
Proceedings of the Database Systems for Advanced Applications, 2021

ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DK-Consistency: A Domain Knowledge Guided Consistency Regularization Method for Semi-supervised Breast Cancer Diagnosis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Door-Monitor: Counting In-and-Out Visitors With COTS WiFi Devices.
IEEE Internet Things J., 2020

A Local Communication System Over Wi-Fi Direct: Implementation and Performance Evaluation.
IEEE Internet Things J., 2020

An End-to-end Method for Producing Scanning-robust Stylized QR Codes.
CoRR, 2020

A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis.
CoRR, 2020

Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing.
CoRR, 2020

EmgAuth: An EMG-based Smartphone Unlocking System Using Siamese Network.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

From relative azimuth to absolute location: pushing the limit of PIR sensor based localization.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

SelectScale: Mining More Patterns from Images via Selective and Soft Dropout.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Protecting Consumption Habits with Differential Privacy.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Automatic Medical Image Report Generation with Multi-view and Multi-modal Attention Mechanism.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

MobileSR: Efficient Convolutional Neural Network for Super-resolution.
Proceedings of the IEEE Global Communications Conference, 2020

Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
MRCS: matrix recovery-based communication-efficient compressive sampling on temporal-spatial data of dynamic-scale sparsity in large-scale environmental IoT networks.
EURASIP J. Wirel. Commun. Netw., 2019

Distributed Least Squares Estimation Algorithms Design for Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2019

The Silent Majority Speaks: Inferring Silent Users' Opinions in Online Social Networks.
Proceedings of the World Wide Web Conference, 2019

A Novel Attention Mechanism Considering Decoder Input for Abstractive Text Summarization.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Design of Gesture Recognition System Based on Multi-Channel Myoelectricity Correlation.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Word2Cluster: A New Multi-Label Text Clustering Algorithm with an Adaptive Clusters Number.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

MemNetAR: Memory Network with Adversative Relation for Target-Level Sentiment Classification.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Multi-Breath: Separate Respiration Monitoring for Multiple Persons with UWB Radar.
Proceedings of the 43rd IEEE Annual Computer Software and Applications Conference, 2019

2018
Enabling fast handoff in dense 802.11 WMNs via temporal-spatial knowledge and opportunistic probing.
J. Reliab. Intell. Environ., 2018

SNOW: Detecting Shopping Groups Using WiFi.
IEEE Internet Things J., 2018

MidSHM: A Middleware for WSN-based SHM Application using Service-Oriented Architecture.
Future Gener. Comput. Syst., 2018

Should Interference be Avoided? Charging WSNs With Efficient Placement of Wireless Chargers.
IEEE Access, 2018

Backward Thinking of Routing with High Uncertainties: Causal Entropy Based Routing in Multi-Agent Networks.
Proceedings of the 2018 IEEE Symposium on Privacy-Aware Computing, 2018

Multi-person Sleeping Respiration Monitoring with COTS WiFi Devices.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

Fast Handoff based on Enhancement of Network-assisted Radio Signature in 802.11 Dense WMNs.
Proceedings of the 19th International Conference on Distributed Computing and Networking, 2018

Wi-Count: Passing People Counting with COTS WiFi Devices.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Fraus: Launching Cost-efficient and Scalable Mobile Click Fraud Has Never Been So Easy.
Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

2017
Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2017

InfraSee: An Unobtrusive Alertness System for Pedestrian Mobile Phone Users.
IEEE Trans. Mob. Comput., 2017

Drive Now, Text Later: Nonintrusive Texting-While-Driving Detection Using Smartphones.
IEEE Trans. Mob. Comput., 2017

Concurrently Wireless Charging Sensor Networks with Efficient Scheduling.
IEEE Trans. Mob. Comput., 2017

DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces.
ACM Trans. Intell. Syst. Technol., 2017

Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications.
IEEE Trans. Ind. Informatics, 2017

Dependable Structural Health Monitoring Using Wireless Sensor Networks.
IEEE Trans. Dependable Secur. Comput., 2017

Distributed Least-Squares Iterative Methods in Networks: A Survey.
CoRR, 2017

Wi-friend: Identifying potential real life friends nearby.
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017

Smart cushion: A practical system for fine-grained sitting posture recognition.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

M-SBIR: An Improved Sketch-Based Image Retrieval Method Using Visual Word Mapping.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

OppoScan: Enabling Fast Handoff in Dense 802.11 WMNs via Opportunistic Probing with Virtual Radio.
Proceedings of the 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2017

GBooster: Towards Acceleration of GPU-Intensive Mobile Applications.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

City-Hunter: Hunting Smartphones in Urban Areas.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Adopting SDN Switch Buffer: Benefits Analysis and Mechanism Design.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016
Enabling Reliable and Network-Wide Wakeup in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2016

Contactless Respiration Monitoring Via Off-the-Shelf WiFi Devices.
IEEE Trans. Mob. Comput., 2016

Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring.
IEEE Trans. Computers, 2016

SDVN: enabling rapid network innovation for heterogeneous vehicular communication.
IEEE Netw., 2016

Smart world: a better world.
Sci. China Inf. Sci., 2016

SDN Enabled High Performance Multicast in Vehicular Networks.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

MidSHM: A Flexible Middleware for SHM Application Based on Service-Oriented Architecture.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

Exploiting Real-Time Traffic Light Scheduling with Taxi Traces.
Proceedings of the 45th International Conference on Parallel Processing, 2016

Practical Concurrent Wireless Charging Scheduling for Sensor Networks.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Programming Large-Scale Multi-Robot System with Timing Constraints.
Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

UbiTouch: ubiquitous smartphone touchpads using built-in proximity and ambient light sensors.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

SenetSHM: Towards Practical Structural Health Monitoring Using Intelligent Sensor Networks.
Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015
Distributed Sensing for High-Quality Structural Health Monitoring Using WSNs.
IEEE Trans. Parallel Distributed Syst., 2015

Distributed Fault-Tolerant Topology Control in Cooperative Wireless Ad Hoc Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring.
IEEE Trans. Mob. Comput., 2015

Non-Invasive Detection of Moving and Stationary Human With WiFi.
IEEE J. Sel. Areas Commun., 2015

Smartworld: A Better World.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

We help you watch your steps: Unobtrusive alertness system for pedestrian mobile phone users.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

High quality participant recruitment in vehicle-based crowdsourcing using predictable mobility.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014
Mobile RFID with a High Identification Rate.
IEEE Trans. Computers, 2014

Who Sits Where? Infrastructure-Free In-Vehicle Cooperative Positioning via Smartphones.
Sensors, 2014

Wi-Sleep: Contactless Sleep Monitoring via WiFi Signals.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

To Carry or To Forward? A Traffic-Aware Data Collection Protocol in VANETs.
Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

E<sup>3</sup>: Towards energy-efficient distributed least squares estimation in sensor networks.
Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

iTrip: Traffic signal prediction using smartphone based community sensing.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

A generalized coverage-preserving scheduling in WSNs: A case study in structural health monitoring.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Enhancing ZigBee throughput under WiFi interference using real-time adaptive coding.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Cushionware: a practical sitting posture-based interaction system.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
SR-MAC: A Low Latency MAC Protocol for Multi-Packet Transmissions in Wireless Sensor Networks.
J. Comput. Sci. Technol., 2013

Enabling Fast and Reliable Network-Wide Event-Triggered Wakeup in WSNs.
Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

MINT: maximizing information propagation in predictable delay-tolerant network.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

Faster distributed localization of large numbers of nodes using clustering.
Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, 2013

Fault tolerant complex event detection in WSNs: A case study in structural health monitoring.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2012
Energy-Efficient and Fault-Tolerant Structural Health Monitoring in Wireless Sensor Networks.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Distributed Sensing for High Quality Structural Health Monitoring Using Wireless Sensor Networks.
Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

EODS: An Energy-efficient Online Decision Scheme in Delay-sensitive Sensor Networks for Rare-event Detection.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

On minimum delay duty-cycling protocol in sustainable sensor network.
Proceedings of the 20th IEEE International Conference on Network Protocols, 2012

A high quality event capture scheme for WSN-based structural health monitoring.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Dual-Mote: A Sensor Network testbed for high rate sensing-transmission and runtime evaluation.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Delay Efficient Link and Aggregation Scheduling under Physical Interference Model.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

Energy efficient clustering for WSN-based structural health monitoring.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Distributed Coverage-Preserving Routing Algorithm for Wireless Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2011

A ubiquitous wireless video surveillance system based on pub/sub.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Fault tolerant WSN-based structural health monitoring.
Proceedings of the 2011 IEEE/IFIP International Conference on Dependable Systems and Networks, 2011

2010
iSensNet: an infrastructure for research and development in wireless sensor networks.
Frontiers Comput. Sci. China, 2010


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