Cong Shen

University of Virginia

H指数:28

被引数:3,248

个人简介

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Lean Clients, Full Accuracy: Hybrid Zeroth- and First-Order Split Federated Learning

轻量客户端，完全精度：混合零阶和一阶分裂联邦学习

IEEE Journal on Selected Areas in Communications

IF17.2

2026-10-060

PRE

Safety in Graph Machine Learning: Threats and Safeguards

图机器学习中的安全性：威胁与保障措施

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2026-02-060

PRE

A bandpass filtering method based on sparse representation for real-time ship detection

Measurement

IF5.6

2026-01-280

PRE

Neighborhood and Global Perturbations Supported Sharpness-Aware Minimization in Federated Learning: From Local Tweaks to Global Awareness

邻域和全局扰动支持了联邦学习中的锐度感知最小化：从局部调整到全局感知

IEEE Transactions on Network Science and Engineering

IF7.9

2026-01-010

PRE

A Radical Heavy-Ball Method for Gradient Acceleration in Communication-Efficient Mobile Federated Learning

在通信高效的移动联邦学习中用于梯度加速的激进重球方法

IEEE Transactions on Mobile Computing

IF9.2

2025-11-240

PRE

Multi-model estimation of wetland vegetation biomass combining UAV LiDAR, hyperspectral, and ZY-1 02E spaceborne 2.5m-fused multispectral data: A case study of Qilihai Wetland, China

结合UAV LiDAR、高光谱和ZY-1 02E星载2.5m融合多光谱数据的湿地植被生物量多模型估算：中国七里海湿地案例研究

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2025-11-030

OAAI

Assessing wetland ecological quality and protection effectiveness in the Qilihai Wetland using long-term multi-source remote sensing data

评估七里海湿地生态质量及保护成效：基于长期多源遥感数据

Geo-spatial Information Science

IF5.5

2025-08-080

OAAI

Federated Learning for Diffusion Models

扩散模型的联邦学习

IEEE Transactions on Cognitive Communications and Networking

IF7

2025-03-110

OAAI

An in situ hyperspectral dataset for typical aquatic vegetation

典型水生植被的原位高光谱数据集

GEO-SPATIAL INFORMATION SCIENCE

IF5.5

2025-02-040

Experimental investigation of the precursor characteristics and early warning of coal burst based on quantitative analysis of acoustic emission signals

基于声发射信号定量分析的突水前兆特征及预警实验研究

GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES

IF4.2

2025-01-130

Active vibration control of nonlinear flexible structures via reduction on spectral submanifolds

通过减少谱子流形实现非线性柔性结构的主动振动控制

NONLINEAR DYNAMICS

IF6

2025-01-040

Digital Over-the-Air Federated Learning in Multi-Antenna Systems

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-10-010

Offline Reinforcement Learning for Wireless Network Optimization With Mixture Datasets

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-10-010

Multi-Cover Persistence (MCP)-based machine learning for polymer property prediction

BRIEFINGS IN BIOINFORMATICS

IF7.7

2024-09-250

OAAI

Stereoscopic artificial compound eyes for spatiotemporal perception in three-dimensional space

SCIENCE ROBOTICS

IF27.5

2024-05-153

PRE

Land surface modeling informed by earth observation data: toward understanding blue-green-white water fluxes in High Mountain Asia

GEO-SPATIAL INFORMATION SCIENCE

IF5.5

2024-03-223

Random Orthogonalization for Federated Learning in Massive MIMO Systems

IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

IF10.7

2024-03-010

Detection of peach soluble solids based on near-infrared spectroscopy with High Order Spatial Interaction network

JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

IF3.5

2024-02-023

PRE

Federated Learning With Heterogeneous Quantization Bit Allocation and Aggregation for Internet of Things

面向物联网的异构量化比特分配与聚合联合学习

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2024-01-154

PRE

Rapid and non-destructive determination of soluble solid content of crown pear by visible/near-infrared spectroscopy with deep learning regression

深度学习回归可见/近红外光谱技术快速无损测定冠梨可溶性固形物含量

JOURNAL OF FOOD COMPOSITION AND ANALYSIS

IF4.6

2023-10-0122

PRE

Cong Shen

个人简介

教育背景

工作经历

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