Xuefeng Liu
Orcid: 0000-0003-2705-8731Affiliations:
- 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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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
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
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
Comput. Speech Lang., 2023
Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space.
CoRR, 2023
SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition.
Proceedings of the IEEE INFOCOM 2023, 2023
Proceedings of the IEEE INFOCOM 2023, 2023
Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing.
Proceedings of the IEEE INFOCOM 2023, 2023
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
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
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
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022
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
IEEE Trans. Mob. Comput., 2021
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
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
DeepPIRATES: A Training-Light PIR-Based Localization Method With High Generalization Ability.
IEEE Access, 2021
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
Proceedings of the 2021 International Conference on Data Mining, 2021
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
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
IEEE Internet Things J., 2020
A Local Communication System Over Wi-Fi Direct: Implementation and Performance Evaluation.
IEEE Internet Things J., 2020
CoRR, 2020
CoRR, 2020
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
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
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
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020
Proceedings of the IEEE Global Communications Conference, 2020
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
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
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
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
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
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
IEEE Trans. Wirel. Commun., 2017
IEEE Trans. Mob. Comput., 2017
Drive Now, Text Later: Nonintrusive Texting-While-Driving Detection Using Smartphones.
IEEE Trans. Mob. Comput., 2017
IEEE Trans. Mob. Comput., 2017
ACM Trans. Intell. Syst. Technol., 2017
IEEE Trans. Ind. Informatics, 2017
IEEE Trans. Dependable Secur. Comput., 2017
Proceedings of the 18th IEEE International Symposium on A World of Wireless, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
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
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
2016
IEEE Trans. Wirel. Commun., 2016
IEEE Trans. Mob. Comput., 2016
Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring.
IEEE Trans. Computers, 2016
IEEE Netw., 2016
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
Proceedings of the 45th International Conference on Parallel Processing, 2016
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016
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
IEEE Trans. Parallel Distributed Syst., 2015
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
IEEE J. Sel. Areas Commun., 2015
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
Who Sits Where? Infrastructure-Free In-Vehicle Cooperative Positioning via Smartphones.
Sensors, 2014
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014
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
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
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
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
Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013
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
Proceedings of the 20th IEEE International Conference on Network Protocols, 2012
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
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
Proceedings of IEEE International Conference on Communications, 2011
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
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