arrow
Back

刘建春 (Jianchun Liu)

University of Science and Technology of China

19H-index
118Paper Count
1.4KCitation Count
Published Papers 38
Publication Date
errShare
errSave
Accelerating Decentralized Federated Learning With Probabilistic Communication in Heterogeneous Edge Computing
err2026-01-01
err0
PREAI
errJianchun Liu; Jiaming Yan; Hongli Xu; Lun Wang; Zhiyuan Wang; Jinyang Huang; Chunming Qiao
errShare
errSave
Asynchronous Federated Learning Over Non-IID Data via Over-the-Air Computation
err2026-01-01
err0
PREAI
errQianpiao Ma; Xiaozhu Song; Junlong Zhou; Haibo Wang; Yunming Liao; Jianchun Liu; Hongli Xu
errShare
errSave
Toward Communication-Efficient Decentralized Federated Graph Learning Over Non-IID Data
err2025-12-09
err0
PREAI
errShilong Wang; Jianchun Liu; Hongli Xu; Chenxia Tang; Qianpiao Ma; Liusheng Huang
errShare
errSave
FedQuad: Adaptive Layer-Wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
err2025-11-25
err0
PREAI
errJianchun Liu; Rukuo Li; Hongli Xu; Qianpiao Ma; Jiaming Yan; Liusheng Huang
errShare
errSave
Sinomenine in cerebral ischemia: mechanisms; delivery strategies; and the emerging multifunctional biomaterials of the bone–brain axis
err2025-10-22
err0
errOAAI
errXiang Li†; Xinyi Zhang†; Tingyu Wang†; Hangyu Li; Yuxuan Li; Jianchun Liu; Yuqi Bai
errShare
errSave
Influences of ultrasonic vibration on the microstructure evolution of pure aluminum during uniaxial compression
err2025-03-01
err0
PREAI
errShi, Junru; Zhang, Mao; Li, Qiaomin; Cai, Hongjun; Zhang, Jiacheng; Liu, Jianchun; Deng, Lei; Jin, Junsong; Gong, Pan; Tang, Xuefeng; Deng, Binghui; Wang, Xinyun
errShare
errSave
FedSNN: Training Slimmable Neural Network With Federated Learning in Edge Computing
err2025-02-01
err0
PREAI
errXu, Yang; Liao, Yunming; Xu, Hongli; Wang, Zhiyuan; Wang, Lun; Liu, Jianchun; Qian, Chen
errShare
errSave
Peaches: Personalized Federated Learning With Neural Architecture Search in Edge Computing
err2024-11-01
err0
PREAI
errYan, Jiaming; Liu, Jianchun; Xu, Hongli; Wang, Zhiyuan; Qiao, Chunming
errShare
errSave
Ferrari: A Personalized Federated Learning Framework for Heterogeneous Edge Clients
err2024-10-01
err4
PREAI
errYao, Zhiwei; Liu, Jianchun; Xu, Hongli; Wang, Lun; Qian, Chen; Liao, Yunming
errShare
errSave
FedUC: A Unified Clustering Approach for Hierarchical Federated Learning
err2024-10-01
err1
PREAI
errMa, Qianpiao; Xu, Yang; Xu, Hongli; Liu, Jianchun; Huang, Liusheng
errShare
errSave
Semi-Supervised Decentralized Machine Learning With Device-to-Device Cooperation
err2024-10-01
err0
PREAI
errJiang, Zhida; Xu, Yang; Xu, Hongli; Wang, Zhiyuan; Liu, Jianchun; Qiao, Chunming
errShare
errSave
Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge Networks
err2024-08-01
err2
PREAI
errLiu, Jianchun; Wang, Shilong; Xu, Hongli; Xu, Yang; Liao, Yunming; Huang, Jinyang; Huang, He
errShare
errSave
PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication
err2024-07-01
err6
PREAI
errHuang, Jinyang; Liu, Bin; Miao, Chenglin; Zhang, Xiang; Liu, Jianchun; Su, Lu; Liu, Zhi; Gu, Yu
errShare
errSave
FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices
err2024-06-01
err1
PREAI
errLiu, Jianchun; Huo, Yujia; Qu, Pengcheng; Xu, Sun; Liu, Zhi; Ma, Qianpiao; Huang, Jinyang
errShare
errSave
FedLC: Accelerating Asynchronous Federated Learning in Edge Computing
err2024-05-01
err3
PREAI
errXu, Yang; Ma, Zhenguo; Xu, Hongli; Chen, Suo; Liu, Jianchun; Xue, Yinxing
errShare
errSave
FINCH: Enhancing Federated Learning With Hierarchical Neural Architecture Search
err2024-05-01
err11
PREAI
errLiu, Jianchun; Yan, Jiaming; Xu, Hongli; Wang, Zhiyuan; Huang, Jinyang; Xu, Yang
errShare
errSave
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning
err2024-04-01
err8
PREAI
errLiu, Jun; Liu, Jianchun; Xu, Hongli; Liao, Yunming; Wang, Zhiyuan; Ma, Qianpiao
errShare
errSave
Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data Selection
err2024-04-01
err1
PREAI
errXu, Yang; Wang, Lun; Xu, Hongli; Liu, Jianchun; Wang, Zhiyuan; Huang, Liusheng
errShare
errSave
Computation and Communication Efficient Federated Learning With Adaptive Model Pruning
err2024-03-01
err9
PREAI
errJiang, Zhida; Xu, Yang; Xu, Hongli; Wang, Zhiyuan; Liu, Jianchun; Chen, Qian; Qiao, Chunming
errShare
errSave