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2020 – today
- 2025
[c7]Zegui Jiang, Liangxi Liu, Zelan Li, Yongyi Xie, Yifan Wang, Biao Hou, Jianning Chi, Xiang Liu:
Ofl-Md: Exploring One-Shot Federated Learning for Melanoma Diagnosis With Pre-Trained Diffusion Model Clip. BIBM 2025: 5846-5852- [c6]Liangxi Liu, Yifan Wang, Jihe Li, Mengyao Zheng, Zegui Jiang, Yijun Song, Xiang Liu:
PFL-MD: A Privacy-Preserving Federated Learning Framework for Melanoma Diagnosis with Multiple Party Fully Homomorphic Encryption. BIBM 2025: 7324-7331 - [c5]Mengyao Zheng, Xiang Liu, Junyong Cao, Xueling Liu, Huiying Lan, Liangxi Liu, Xia Li:
High Performance Computing Framework for Secure Variable Selection on Genome-Wide Association Studies with Adaptive Vertical Federated Learning. BIBM 2025: 7508-7515 - [i4]Xiang Liu, Zhanpeng Guo, Liangxi Liu, Mengyao Zheng, Yiming Qiu, Linshan Jiang:
Yotta: A Large-Scale Trustless Data Trading Scheme for Blockchain System. CoRR abs/2506.19368 (2025) - 2024
- [j1]Liangxi Liu
, Xi Jiang, Feng Zheng, Hong Chen, Guo-Jun Qi, Heng Huang, Ling Shao:
A Bayesian Federated Learning Framework With Online Laplace Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 46(1): 1-16 (2024) - [c4]Xiang Liu, Liangxi Liu, Feiyang Ye, Yunheng Shen, Xia Li, Linshan Jiang, Jialin Li:
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation. NeurIPS 2024 - [i3]Yiming Zhou, Zixuan Zeng, Andi Chen, Xiaofan Zhou, Haowei Ni, Shiyao Zhang, Panfeng Li, Liangxi Liu, Mengyao Zheng, Xupeng Chen:
Evaluating Modern Approaches in 3D Scene Reconstruction: NeRF vs Gaussian-Based Methods. CoRR abs/2408.04268 (2024) - 2023
- [i2]Xiang Liu, Liangxi Liu, Feiyang Ye, Yunheng Shen, Xia Li, Linshan Jiang, Jialin Li:
FedLPA: Personalized One-shot Federated Learning with Layer-Wise Posterior Aggregation. CoRR abs/2310.00339 (2023) - 2021
- [i1]Liangxi Liu, Feng Zheng:
A Bayesian Federated Learning Framework with Multivariate Gaussian Product. CoRR abs/2102.01936 (2021) - 2020
- [c3]Mingjuan Qiu, Ming Zhan, Liangxi Liu, Yi Deng, Xiaohong Luo:
Weighting Factors Optimization for NB-LDPC Codes Based on Extended Min-Sum Algorithm. HPCC/DSS/SmartCity 2020: 836-840 - [c2]Liangxi Liu, Ming Zhan, Mingjuan Qiu, Meng Wang, Xiaohong Luo, Jing Guo:
Design of an Iteration-Reduced LDPC-CC Decoder Based on Compact Decoding Architecture. IECON 2020: 4357-4361
2010 – 2019
- 2019
- [c1]Liangxi Liu, Siqing Ma, Jun Steed Huang:
Brain Storm Optimized Swarm Collaboration for Bus Scheduling. VTC Fall 2019: 1-5
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