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.Xiaozheng Xie a, Jianwei Niu, Xuefeng Liu*, Yong Wang, Qingfeng Li, Shaojie Tang, A Domain Knowledge Powered Hybrid Regularization Strategy for Semi-supervised Breast Cancer Diagnosis, Expert Systems with Applications, 2024. (JCR Q1)
.Xinghao Wu, Xuefeng Liu, Jianwei Niu, Guogang Zhu, and Shaojie Tang. Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration. ICCV, 2023. (CCF-A)
.Wei Chen, Jianwei Niu, Xuefeng Liu*. MRCAP: Multi-Modal and Multi-Level Relationship-Based Dense Video Captioning[C]. IEEE International Conference on Multimedia and Expo (ICME), 2023. (CCF-B)
.Pan Deng, Xuefeng Liu, Jianwei Niu, Chunming Hu. GraphFed: A Personalized Subgraph Federated Learning Framework for Non-IID Graphs[C]. IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2023. (CCF-C)
.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 Transactions on Circuits and Systems for Video Technology (TCSVT), 2023. (CCF-B)
.Guogang Zhu, Xuefeng Liu*, Shaojie Tang, and Jianwei Niu. Aligning before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction. IEEE Transactions on Mobile Computing, 2023. (CCF-A)
.Han Wang, Jianwei Niu, Xuefeng Liu*, Yong Wang. A Doctors Behavior Aware and Domain Knowledge Driven Model for Medical Reports Generation. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023. (CCF-B)
.Yixuan Guan, Xuefeng Liu*, Tao Ren, Jianwei Niu, Enabling Communication-Efficient Federated Learning via Distributed Compressed Sensing, INFOCOM 2022. (CCF A)
.Tao Ren, Zheyuan Hu, Hang he, Xuefeng Liu, Jianwei Niu, EAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC. INFOCOM 2022. (CCF A)
.Haolin Wang, Xuefeng Liu*, Jianwei Niu, Shaojie Tang, SVDFed: Enabling Communication-Efficient Federated Learning via Singular-Value-Decomposition. INFOCOM 2022. (CCF A )
.Guogang Zhu, Xuefeng Liu* Shaojie Tang, Jianwei Niu,, Aligning before Aggregating: Enabling Cross-domain Federated Learning via Consistent Feature Extraction. ICDCS 2022. (CCF B)
.Xinghao Wu, Jianwei Niu, Xuefeng Liu*, Tao Ren, Zhangmin Huang, Zhetao Li, pFedGF: Enabling Personalized Federated Learning via Gradient Fusion. IPDPS 2022. (CCF B)

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