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Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：66/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
FEMASF: An SVD-Based Algorithm for Accurately Estimating the Mounting Angle and Scale Factor 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 4, 页码: 4504-4516
作者:  Ning, Bokun;  Luo, Haiyong;  Bao, Linfeng;  Zhao, Fang;  Wu, Fan
收藏  |  浏览/下载：50/0  |  提交时间：2025/06/25
Estimation  Accuracy  Parameter estimation  Convergence  Odometers  Heuristic algorithms  Navigation  Global navigation satellite system  Kalman filters  Closed-form solutions  GNSS/INS positioning  ODO/NHC  IMU mounting angle  odometer scale factor  singular value decomposition(SVD)  Sage-Husa  
T-SPP: Improving GNSS Single-Point Positioning Performance Using Transformer-Based Correction 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2024, 卷号: 2024, 页码: 15
作者:  Wu, Fan;  Wei, Liangrui;  Luo, Haiyong;  Zhao, Fang;  Ma, Xin;  Ning, Bokun
收藏  |  浏览/下载：83/0  |  提交时间：2024/05/20
Optimizing GNSS/INS Integrated Navigation: A Deep Learning Approach for Error Compensation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2024, 卷号: 31, 页码: 3104-3108
作者:  Wu, Fan;  Luo, Haiyong;  Zhao, Fang;  Wei, Liangrui;  Zhou, Bo
收藏  |  浏览/下载：60/0  |  提交时间：2025/06/25
Global navigation satellite systems  inertial navigation system  probSparse self-attention  probSparse self-attention  urban canyon  urban canyon  urban canyon  
Complexity of minimum uplink power scheduling with delay bound for Backbone-assisted PD-NOMA wireless networks 期刊论文
COMPUTER NETWORKS, 2022, 卷号: 215, 页码: 7
作者:  Wu, Fan;  Xu, Chaonong;  Zhu, Yutong;  Li, Chao
收藏  |  浏览/下载：105/0  |  提交时间：2022/12/07
Backbone  NOMA  Complexity  Uplink  Scheduling  
Towards Predicting the Measurement Noise Covariance with a Transformer and Residual Denoising Autoencoder for GNSS/INS Tightly-Coupled Integrated Navigation 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 7, 页码: 22
作者:  Xu, Hongfu;  Luo, Haiyong;  Wu, Zijian;  Wu, Fan;  Bao, Linfeng;  Zhao, Fang
收藏  |  浏览/下载：123/0  |  提交时间：2022/12/07
tightly coupled integrated navigation  measurement noise estimation  transformer  adaptive Kalman filtering  
A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 页码: 21
作者:  Huang, Di;  Zhang, Rui;  Zhang, Xishan;  Wu, Fan;  Wang, Xianzhuo;  Jin, Pengwei;  Liu, Shaoli;  Li, Ling;  Chen, Yunji
收藏  |  浏览/下载：122/0  |  提交时间：2021/12/01
Convolution neural networks  Model acceleration  Winograd algorithm  Video analysis  
Predicting the Noise Covariance With a Multitask Learning Model for Kalman Filter-Based GNSS/INS Integrated Navigation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 13
作者:  Wu, Fan;  Luo, Haiyong;  Jia, Hongwei;  Zhao, Fang;  Xiao, Yimin;  Gao, Xile
收藏  |  浏览/下载：136/0  |  提交时间：2021/12/01
Adaptive integrated navigation  deep learning  denoising autoencoder (DAE)  Kalman filter (KF)  measurement noise  process noise