Xuefeng Liu

ScholarGPS® ID: 86938373418524

Affiliation

Beihang University, Beijing, China

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Metrics Summary

Publication Count

105

Predicted Citations

2,137

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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A domain knowledge powered hybrid regularization strategy for semi-supervised breast cancer diagnosis (journal article) Xie, Xiaozheng \| Niu, Jianwei \| Liu, Xuefeng \| Wang, Yong \| Li, Qingfeng \| Tang, Shaojie Expert Systems with Applications, volume 243 (2024). 10.1016/j.eswa.2023.122897 Cited by (1) \| Cite \| Source
Aligning Before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction (journal article) Zhu, Guogang \| Liu, Xuefeng \| Tang, Shaojie \| Niu, Jianwei IEEE Transactions on Mobile Computing, volume 23, issue 5, pages 5880-5896 (2024). 10.1109/TMC.2023.3316645 Cite \| Source
MARVEL: Raster Gray-Level Manga Vectorization via Primitive-Wise Deep Reinforcement Learning (journal article) Su, Hao \| Liu, Xuefeng \| Niu, Jianwei \| Cui, Jiahe \| Wan, Ji \| Wu, Xinghao \| Wang, Nana IEEE Transactions on Circuits and Systems for Video Technology, volume 34, issue 4, pages 2677-2693 (2024). 10.1109/TCSVT.2023.3309786 Cite \| Source
IMAN: An Iterative Mutual-Aid Network for Breast Lesion Segmentation on Multi-modal Ultrasound Images (conference) Xie, Xiaozheng \| Chen, Chen \| Liu, Xuefeng \| Wang, Yong \| Wang, Rui \| Niu, Jianwei 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2023) Istanbul, Turkiye 10.1109/BIBM58861.2023.10386035 Cite \| Source
A Doctors Behavior Aware and Domain Knowledge Driven Model for Medical Report Generation (conference) Wang, Han \| Niu, Jianwei \| Liu, Xuefeng \| Wang, Yong 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2023) Istanbul, Turkiye 10.1109/BIBM58861.2023.10385596 Cite \| Source
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration (conference) Wu, Xinghao \| Liu, Xuefeng \| Niu, Jianwei \| Zhu, Guogang \| Tang, Shaojie 2023 IEEE/CVF International Conference on Computer Vision (ICCV) (2023) Paris, France 10.1109/ICCV51070.2023.01775 Cited by (2) \| Cite \| Source
GraphFed: A Personalized Subgraph Federated Learning Framework for Non-IID Graphs (conference) Deng, Pan \| Liu, Xuefeng \| Niu, Jianwei \| Hu, Chunming 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS) (2023) Toronto, ON, Canada 10.1109/MASS58611.2023.00035 Cite \| Source
Progress in research on ultrasound radiomics for predicting the prognosis of breast cancer (journal article) Gong, Xuantong \| Liu, Xuefeng \| Xie, Xiaozheng \| Wang, Yong Cancer Innovation, volume 2, issue 4, pages 283-289 (2023). 10.1002/cai2.85 Cite \| Source
Conventional ultrasound and contrast-enhanced ultrasound radiomics in breast cancer and molecular subtype diagnosis (journal article) Gong, Xuantong \| Li, Qingfeng \| Gu, Lishuang \| Chen, Chen \| Liu, Xuefeng \| Zhang, Xuan \| Wang, Bo \| Sun, Chao \| Yang, Di \| Li, Lin \| Wang, Yong Frontiers in Oncology, volume 13 (2023). 10.3389/fonc.2023.1158736 Cited by (7) \| Cite \| Source
SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition (conference) Wang, Haolin \| Liu, Xuefeng \| Niu, Jianwei \| Tang, Shaojie IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (2023) New York City, NY, USA 10.1109/INFOCOM53939.2023.10229042 Cite \| Source
FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC (conference) Ren, Tao \| Hu, Zheyuan \| He, Hang \| Niu, Jianwei \| Liu, Xuefeng IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (2023) New York City, NY, USA 10.1109/INFOCOM53939.2023.10228946 Cited by (2) \| Cite \| Source
Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing (conference) Guan, Yixuan \| Liu, Xuefeng \| Ren, Tao \| Niu, Jianwei IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (2023) New York City, NY, USA 10.1109/INFOCOM53939.2023.10229032 Cite \| Source
In-Network Processing or Feature Compressive Sensing? Case Study of Structural Health Monitoring With Wireless Sensor Networks (journal article) Zhang, Yiyi \| Guo, Peng \| Liu, Xuefeng \| Zhang, Kui IEEE Internet of Things Journal, volume 10, issue 8, pages 7051-7061 (2023). 10.1109/JIOT.2022.3228587 Cite \| Source
Generation of Coherent Multi-Sentence Texts with a Coherence Mechanism (journal article) Zhao, Qingjuan \| Niu, Jianwei \| Liu, Xuefeng \| He, Wenbo \| Tang, Shaojie Computer Speech & Language, volume 78 (2023). 10.1016/j.csl.2022.101457 Cited by (6) \| Cite \| Source
Addressing Class Imbalance in Federated Learning via Collaborative GAN-Based Up-Sampling (book chapter) In Wireless Internet Zhang, Can \| Liu, Xuefeng \| Tang, Shaojie \| Niu, Jianwei \| Ren, Tao \| Hu, Quanquan Springer Nature Switzerland (2023) 10.1007/978-3-031-27041-3_15 Cite \| Source
DGANet: A Dual Global Attention Neural Network for Breast Lesion Detection in Ultrasound Images (journal article) Meng, Hui \| Liu, Xuefeng \| Niu, Jianwei \| Wang, Yong \| Liao, Jintang \| Li, Qingfeng \| Chen, Chen Ultrasound in Medicine & Biology, volume 49, issue 1, pages 31-44 (2023). 10.1016/j.ultrasmedbio.2022.07.006 Cited by (7) \| Cite \| Source
Embracing Uniqueness: Generating Radiology Reports via a Transformer with Graph-based Distinctive Attention (conference) Wang, Han \| Niu, Jianwei \| Liu, Xuefeng \| Wang, Yong 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (2022) Las Vegas, NV, USA 10.1109/BIBM55620.2022.9995003 Cited by (3) \| Cite \| Source
ChannelFed: Enabling Personalized Federated Learning via Localized Channel Attention (conference) Zheng, Kaiyu \| Liu, Xuefeng \| Zhu, Guogang \| Wu, Xinghao \| Niu, Jianwei GLOBECOM 2022 - 2022 IEEE Global Communications Conference (2022) Rio de Janeiro, Brazil 10.1109/GLOBECOM48099.2022.10000892 Cited by (3) \| Cite \| Source
A Patience-Aware Recommendation Scheme for Shared Accounts on Mobile Devices (journal article) Mao, Kaili \| Niu, Jianwei \| Liu, Xuefeng \| Tang, Shaojie \| Liao, Lizi \| Chua, Tat-Seng IEEE Transactions on Knowledge and Data Engineering, volume 34, issue 12, pages 5571-5585 (2022). 10.1109/TKDE.2021.3069002 Cited by (1) \| Cite \| Source
Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction (conference) Zhu, Guogang \| Liu, Xuefeng \| Tang, Shaojie \| Niu, Jianwei 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS) (2022) Bologna, Italy 10.1109/ICDCS54860.2022.00083 Cited by (5) \| Cite \| Source