Xuefeng Liu

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 119

Top Venues

CoRR

IEEE Trans. Mob. Comput.

INFOCOM

IEEE Internet Things J.

Publications

Jiayuan Zhang, Xuefeng Liu, Yukang Zhang, Guogang Zhu, Jianwei Niu, Shaojie Tang
Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning. KDD (2024)
Yixuan Guan, Xuefeng Liu, Jianwei Niu, Tao Ren
FedTC: Enabling Communication-Efficient Federated Learning via Transform Coding. INFOCOM (2024)
Hao Su, Jianwei Niu, Xuefeng Liu, Mohammed Atiquzzaman
SafeCoder: A machine-learning-based encoding system to embed safety identification information into QR codes. J. Netw. Comput. Appl. 227 (2024)
Guogang Zhu, Xuefeng Liu, Xinghao Wu, Shaojie Tang, Chao Tang, Jianwei Niu, Hao Su
Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning. CoRR (2024)
Xinghao Wu, Jianwei Niu, Xuefeng Liu, Mingjia Shi, Guogang Zhu, Shaojie Tang
Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation. CoRR (2024)
Xinghao Wu, Xuefeng Liu, Jianwei Niu, Haolin Wang, Shaojie Tang, Guogang Zhu, Hao Su
Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-Rank Decomposition. CoRR (2024)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Yong Wang, Qingfeng Li, Shaojie Tang
A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis. Expert Syst. Appl. 243 (2024)
Hao Su, Xuefeng Liu, Jianwei Niu, Jiahe Cui, Ji Wan, Xinghao Wu, Nana Wang
MARVEL: Raster Gray-Level Manga Vectorization via Primitive-Wise Deep Reinforcement Learning. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Guogang Zhu, Xuefeng Liu, Jianwei Niu, Yucheng Wei, Shaojie Tang, Jiayuan Zhang
Learning by imitating the classics: Mitigating class imbalance in federated learning via simulated centralized learning. Expert Syst. Appl. 255 (2024)
Guogang Zhu, Xuefeng Liu, Jianwei Niu, Shaojie Tang, Xinghao Wu, Jiayuan Zhang
DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations. CoRR (2024)
Xinghao Wu, Xuefeng Liu, Jianwei Niu, Guogang Zhu, Shaojie Tang, Xiaotian Li, Jiannong Cao
The Diversity Bonus: Learning from Dissimilar Distributed Clients in Personalized Federated Learning. CoRR (2024)
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu
Aligning Before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction. IEEE Trans. Mob. Comput. 23 (5) (2024)
Xiaozheng Xie, Yong Wang, Chen Chen, Rui Wang, Xuefeng Liu, Jianwei Niu
IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images. BIBM (2023)
Tao Ren, Zheyuan Hu, Hang He, Jianwei Niu, Xuefeng Liu
FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC. INFOCOM (2023)
Wei Chen, Jianwei Niu, Xuefeng Liu
MRCap: Multi-modal and Multi-level Relationship-based Dense Video Captioning. ICME (2023)
Yixuan Guan, Xuefeng Liu, Tao Ren, Jianwei Niu
Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing. INFOCOM (2023)
Yiyi Zhang, Peng Guo, Xuefeng Liu, Kui Zhang
In-Network Processing or Feature Compressive Sensing? Case Study of Structural Health Monitoring With Wireless Sensor Networks. IEEE Internet Things J. 10 (8, April 15) (2023)
Haolin Wang, Xuefeng Liu, Jianwei Niu, Shaojie Tang
SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition. INFOCOM (2023)
Hao Su, Xuefeng Liu, Jianwei Niu, Ji Wan, Xinghao Wu
3Deformer: A Common Framework for Image-Guided Mesh Deformation. CoRR (2023)
Xinghao Wu, Xuefeng Liu, Jianwei Niu, Guogang Zhu, Shaojie Tang
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration. CoRR (2023)
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Xinghao Wu, Jiaxing Shen
Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space. CoRR (2023)
Qingjuan Zhao, Jianwei Niu, Xuefeng Liu, Wenbo He, Shaojie Tang
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism. Comput. Speech Lang. 78 (2023)
Wei Chen, Xuefeng Liu, Jianwei Niu
SentiStory: A Multi-Layered Sentiment-Aware Generative Model for Visual Storytelling. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Kaili Mao, Jianwei Niu, Xuefeng Liu, Shaojie Tang, Lizi Liao, Tat-Seng Chua
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Xinghao Wu, Jianwei Niu, Xuefeng Liu, Tao Ren, Zhangmin Huang, Zhetao Li
pFedGF: Enabling Personalized Federated Learning via Gradient Fusion. IPDPS (2022)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel and Block Search Guided by Resource Utilization Ratio. Int. J. Comput. Vis. 130 (3) (2022)
Hui Meng, Qingfeng Li, Xuefeng Liu, Yong Wang, Jianwei Niu
DBNet: a dual-branch network for breast cancer classification in ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2022)
Can Zhang, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Tao Ren, Quanquan Hu
Addressing Class Imbalance in Federated Learning via Collaborative GAN-Based Up-Sampling. WiCON (2022)
Guogang Zhu, Xuefeng Liu, Shaojie Tang, Jianwei Niu
Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction. ICDCS (2022)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Jie Han, Shaojie Tang
DG-CNN: Introducing Margin Information into Convolutional Neural Networks for Breast Cancer Diagnosis in Ultrasound Images. J. Comput. Sci. Technol. 37 (2) (2022)
Tao Ren, Jianwei Niu, Bin Dai, Xuefeng Liu, Zheyuan Hu, Mingliang Xu, Mohsen Guizani
Enabling Efficient Scheduling in Large-Scale UAV-Assisted Mobile-Edge Computing via Hierarchical Reinforcement Learning. IEEE Internet Things J. 9 (10) (2022)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Yong Wang, Shaojie Tang
DK-Consistency: A Domain Knowledge Guided Consistency Regularization Method for Semi-supervised Breast Cancer Diagnosis. BIBM (2021)
Hao Su, Jianwei Niu, Xuefeng Liu, Jiahe Cui, Ji Wan
Vectorization of Raster Manga by Deep Reinforcement Learning. CoRR (2021)
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu
Q-Art Code: Generating Scanning-robust Art-style QR Codes by Deformable Convolution. ACM Multimedia (2021)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Visformer: The Vision-friendly Transformer. ICCV (2021)
Tao Ren, Jianwei Niu, Xuefeng Liu, Jiyan Wu, Xiaohui Lei, Zhao Zhang
An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning. IEEE Trans. Ind. Informatics 17 (6) (2021)
Tianye Yang, Peng Guo, Wenyu Liu, Xuefeng Liu, Tianyu Hao
DeepPIRATES: A Training-Light PIR-Based Localization Method With High Generalization Ability. IEEE Access 9 (2021)
Tao Ren, Jianwei Niu, Jiahe Cui, Zhenchao Ouyang, Xuefeng Liu
An application of multi-objective reinforcement learning for efficient model-free control of canals deployed with IoT networks. J. Netw. Comput. Appl. 182 (2021)
Jiaping Lin, Jianwei Niu, Xuefeng Liu, Mohsen Guizani
Protecting Your Shopping Preference With Differential Privacy. IEEE Trans. Mob. Comput. 20 (5) (2021)
Tao Ren, Jianwei Niu, Lei Shu, Gerhard P. Hancke, Jiyan Wu, Xuefeng Liu, Mingliang Xu
Enabling Efficient Model-Free Control of Large-Scale Canals by Exploiting Domain Knowledge. IEEE Trans. Ind. Electron. 68 (9) (2021)
Shaokang Yang, Jianwei Niu, Jiyan Wu, Yong Wang, Xuefeng Liu, Qingfeng Li
Automatic ultrasound image report generation with adaptive multimodal attention mechanism. Neurocomputing 427 (2021)
Zhengsu Chen, Lingxi Xie, Jianwei Niu, Xuefeng Liu, Longhui Wei, Qi Tian
Visformer: The Vision-friendly Transformer. CoRR (2021)
Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Tian Pan, Xuefeng Liu
Applying Buffer to SDN Switches: Benefits Analysis and Mechanism Design. IEEE Trans. Cloud Comput. 9 (1) (2021)
Shaoliang Zhang, Xuefeng Liu, Jianwei Niu, Huiyong Li
ContentHE: Content-enhanced Network Embedding for Hashtag Representation. ICDM (Workshops) (2021)
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren
ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes. CVPR (2021)
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Jiahe Cui, Ji Wan
MangaGAN: Unpaired Photo-to-Manga Translation Based on The Methodology of Manga Drawing. AAAI (2021)
Chen Chen, Yong Wang, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Xuantong Gong
Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos. IEEE Trans. Medical Imaging 40 (9) (2021)
Jiaxing Shen, Jiannong Cao, Xuefeng Liu
BaG: Behavior-Aware Group Detection in Crowded Urban Spaces Using WiFi Probes. IEEE Trans. Mob. Comput. 20 (12) (2021)
Hui Meng, Qingfeng Li, Xuefeng Liu, Yong Wang, Jianwei Niu
Multi-scale view-based convolutional neural network for breast cancer classification in ultrasound images. Medical Imaging: Computer-Aided Diagnosis (2021)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang, Shui Yu
A survey on incorporating domain knowledge into deep learning for medical image analysis. Medical Image Anal. 69 (2021)
Yanan Fu, Xuefeng Liu, Shaojie Tang, Jianwei Niu, Zhangmin Huang
CIC-FL: Enabling Class Imbalance-Aware Clustered Federated Learning over Shifted Distributions. DASFAA (1) (2021)
Huizheng Tang, Heng Zhang, Juan Liu, Yongqiang Nie, Jie Wu, Bozhi Liu, Jichuan Xiong, Xuefeng Liu
Multi-Dimensional Microscopic Imaging of Biological Tissues Based on Polarization Spectrum. UCET (2020)
Lulu Zhang, Huiyong Li, Xuefeng Liu, Jianwei Niu, Jiyan Wu
MobileSR: Efficient Convolutional Neural Network for Super-resolution. GLOBECOM (2020)
Xiaozheng Xie, Jianwei Niu, Xuefeng Liu, Zhengsu Chen, Shaojie Tang
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis. CoRR (2020)
Zongkai Fu, Huiyong Li, Zhenchao Ouyang, Xuefeng Liu, Jianwei Niu
Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool. ICA3PP (1) (2020)
Boyu Fan, Xuefeng Liu, Xiang Su, Pan Hui, Jianwei Niu
EmgAuth: An EMG-based Smartphone Unlocking System Using Siamese Network. PerCom (2020)
Jiaping Lin, Jianwei Niu, Xuefeng Liu
Protecting Consumption Habits with Differential Privacy. ICC (2020)
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. CVPR (2020)
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Ji Wan, Mingliang Xu, Tao Ren
An End-to-end Method for Producing Scanning-robust Stylized QR Codes. CoRR (2020)
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. CoRR (2020)
Shaokang Yang, Jianwei Niu, Jiyan Wu, Xuefeng Liu
Automatic Medical Image Report Generation with Multi-view and Multi-modal Attention Mechanism. ICA3PP (3) (2020)
Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout. IJCAI (2020)
Yanni Yang, Jiannong Cao, Xiulong Liu, Xuefeng Liu
Door-Monitor: Counting In-and-Out Visitors With COTS WiFi Devices. IEEE Internet Things J. 7 (3) (2020)
Fuliang Li, Xingwei Wang, Zijian Wang, Jiannong Cao, Xuefeng Liu, Yuanguo Bi, Weichao Li, Yi Wang
A Local Communication System Over Wi-Fi Direct: Implementation and Performance Evaluation. IEEE Internet Things J. 7 (6) (2020)
Hao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li, Jiahe Cui, Ji Wan
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing. CoRR (2020)
Zhengsu Chen, Jianwei Niu, Lingxi Xie, Xuefeng Liu, Longhui Wei, Qi Tian
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio. CoRR (2020)
Xuefeng Liu, Tianye Yang, Shaojie Tang, Peng Guo, Jianwei Niu
From relative azimuth to absolute location: pushing the limit of PIR sensor based localization. MobiCom (2020)
Wanyu Lin, Jiannong Cao, Xuefeng Liu
Distributed Least Squares Estimation Algorithms Design for Sensor Networks. Ad Hoc Sens. Wirel. Networks 43 (1-2) (2019)
Yanni Yang, Jiannong Cao, Xiulong Liu, Xuefeng Liu
Multi-Breath: Separate Respiration Monitoring for Multiple Persons with UWB Radar. COMPSAC (1) (2019)
Jianwei Niu, Mingsheng Sun, Joel J. P. C. Rodrigues, Xuefeng Liu
A Novel Attention Mechanism Considering Decoder Input for Abstractive Text Summarization. ICC (2019)
Di Wu, Huiyong Li, Xuefeng Liu, Jianwei Niu
Design of Gesture Recognition System Based on Multi-Channel Myoelectricity Correlation. GLOBECOM (2019)
Kaili Mao, Jianwei Niu, Xuefeng Liu, Shui Yu, Longbo Zhao
Word2Cluster: A New Multi-Label Text Clustering Algorithm with an Adaptive Clusters Number. GLOBECOM (2019)
Jiaxing Shen, Jiannong Cao, Xuefeng Liu
BaG: Behavior-aware Group Detection in Crowded Urban Spaces using WiFi Probes. WWW (2019)
Yiwei Gao, Jianwei Niu, Xuefeng Liu, Kaili Mao, Shui Yu
MemNetAR: Memory Network with Adversative Relation for Target-Level Sentiment Classification. GLOBECOM (2019)
Lei Wang, Jianwei Niu, Xuefeng Liu, Kaili Mao
The Silent Majority Speaks: Inferring Silent Users' Opinions in Online Social Networks. WWW (2019)
Zhonghu Xu, Linjun Zhang, Jinqi Shen, Hao Zhou, Xuefeng Liu, Jiannong Cao, Kai Xing
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 (2019)
Yuvraj Sahni, Jiannong Cao, Xuefeng Liu
MidSHM: A Middleware for WSN-based SHM Application using Service-Oriented Architecture. Future Gener. Comput. Syst. 80 (2018)
Gang Yao, Jiannong Cao, Xuefeng Liu, Joanna Izabela Siebert
Enabling fast handoff in dense 802.11 WMNs via temporal-spatial knowledge and opportunistic probing. J. Reliab. Intell. Environ. 4 (1) (2018)
Yanni Yang, Jiannong Cao, Xuefeng Liu, Xiulong Liu
Wi-Count: Passing People Counting with COTS WiFi Devices. ICCCN (2018)
Gang Yao, Jiannong Cao, Xuefeng Liu, Joanna Izabela Siebert
Fast Handoff based on Enhancement of Network-assisted Radio Signature in 802.11 Dense WMNs. ICDCN (2018)
Peng Guo, Xuefeng Liu, Minghui Chen, Kui Zhang
Should Interference be Avoided? Charging WSNs With Efficient Placement of Wireless Chargers. IEEE Access 6 (2018)
Yanni Yang, Jiannong Cao, Xuefeng Liu, Kai Xing
Multi-person Sleeping Respiration Monitoring with COTS WiFi Devices. MASS (2018)
Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Shaojie Tang
SNOW: Detecting Shopping Groups Using WiFi. IEEE Internet Things J. 5 (5) (2018)
Elliott Wen, Jiannong Cao, Jiaxing Shen, Xuefeng Liu
Fraus: Launching Cost-efficient and Scalable Mobile Click Fraud Has Never Been So Easy. CNS (2018)
Zhonghu Xu, Kai Xing, Xuefeng Liu, Jiannong Cao
Backward Thinking of Routing with High Uncertainties: Causal Entropy Based Routing in Multi-Agent Networks. PAC (2018)
Jianwei Niu, Jun Ma, Jie Lu, Xuefeng Liu, Zeyu Zhu
M-SBIR: An Improved Sketch-Based Image Retrieval Method Using Visual Word Mapping. MMM (2) (2017)
Guanqing Liang, Jiannong Cao, Xuefeng Liu
Smart cushion: A practical system for fine-grained sitting posture recognition. PerCom Workshops (2017)
Peng Guo, Xuefeng Liu, Shaojie Tang, Jiannong Cao
Concurrently Wireless Charging Sensor Networks with Efficient Scheduling. IEEE Trans. Mob. Comput. 16 (9) (2017)
Xuefeng Liu, Jiannong Cao, Jiaqi Wen, Shaojie Tang
InfraSee: An Unobtrusive Alertness System for Pedestrian Mobile Phone Users. IEEE Trans. Mob. Comput. 16 (2) (2017)
Md. Zakirul Alam Bhuiyan, Guojun Wang, Jie Wu, Jiannong Cao, Xuefeng Liu, Tian Wang
Dependable Structural Health Monitoring Using Wireless Sensor Networks. IEEE Trans. Dependable Secur. Comput. 14 (4) (2017)
Xuefeng Liu, Jiaqi Wen, Shaojie Tang, Jiannong Cao, Jiaxing Shen
City-Hunter: Hunting Smartphones in Urban Areas. ICDCS (2017)
Gang Yao, Jiannong Cao, Joanna Izabela Siebert, Xuefeng Liu
OppoScan: Enabling Fast Handoff in Dense 802.11 WMNs via Opportunistic Probing with Virtual Radio. MASS (2017)
Peng Guo, Xuefeng Liu, Jiannong Cao, Shaojie Tang
Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 16 (10) (2017)
Elliott Wen, Winston K. G. Seah, Bryan Ng, Xue Liu, Jiannong Cao, Xuefeng Liu
GBooster: Towards Acceleration of GPU-Intensive Mobile Applications. ICDCS (2017)
Lei Shi, Liang Zhao, Wen-Zhan Song, Goutham Kamath, Yuan Wu, Xuefeng Liu
Distributed Least-Squares Iterative Methods in Networks: A Survey. CoRR (2017)
Peng Guo, Jiannong Cao, Xuefeng Liu
Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications. IEEE Trans. Ind. Informatics 13 (5) (2017)
Jiaxing Shen, Jiannong Cao, Xuefeng Liu, Chisheng Zhang
DMAD: Data-Driven Measuring of Wi-Fi Access Point Deployment in Urban Spaces. ACM Trans. Intell. Syst. Technol. 9 (1) (2017)
Xuefeng Liu, Jiannong Cao, Shaojie Tang, Zongjian He, Jiaqi Wen
Drive Now, Text Later: Nonintrusive Texting-While-Driving Detection Using Smartphones. IEEE Trans. Mob. Comput. 16 (1) (2017)
Jia Wang, Xuefeng Liu, Jiannong Cao
Wi-friend: Identifying potential real life friends nearby. WoWMoM (2017)
Fuliang Li, Jiannong Cao, Xingwei Wang, Yinchu Sun, Tian Pan, Xuefeng Liu
Adopting SDN Switch Buffer: Benefits Analysis and Mechanism Design. ICDCS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xuefeng Liu