Jundong Chen
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View article: Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Open
Federated recommendation (FR) facilitates collaborative training by aggregating local models from massive devices, enabling client-specific personalization while ensuring privacy. However, we empirically and theoretically demonstrate that …
View article: Succulent-YOLO: Smart UAV-Assisted Succulent Farmland Monitoring with CLIP-Based YOLOv10 and Mamba Computer Vision
Succulent-YOLO: Smart UAV-Assisted Succulent Farmland Monitoring with CLIP-Based YOLOv10 and Mamba Computer Vision Open
Recent advances in unmanned aerial vehicle (UAV) technology combined with deep learning techniques have greatly improved agricultural monitoring. However, accurately processing images at low resolutions remains challenging for precision cu…
View article: Rose-Mamba-YOLO: an enhanced framework for efficient and accurate greenhouse rose monitoring
Rose-Mamba-YOLO: an enhanced framework for efficient and accurate greenhouse rose monitoring Open
Accurately detecting roses in UAV-captured greenhouse imagery presents significant challenges due to occlusions, scale variability, and complex environmental conditions. To address these issues, this study introduces ROSE-MAMBA-YOLO, a hyb…
View article: Smart UAV-assisted blueberry maturity monitoring with Mamba-based computer vision
Smart UAV-assisted blueberry maturity monitoring with Mamba-based computer vision Open
Purpose Precise segmentation of blueberry maturity is critical for optimizing harvestschedules and maintaining product quality. Traditional methods, which rely on manualinspection, are not only labor-intensive but also cost-inefficient. Th…
View article: Optimization of oblique drone photogrammetry for avoiding sun glint in submerged seagrass mapping
Optimization of oblique drone photogrammetry for avoiding sun glint in submerged seagrass mapping Open
View article: Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation Open
Federated recommendation aims to collect global knowledge by aggregating local models from massive devices, to provide recommendations while ensuring privacy. Current methods mainly leverage aggregation functions invented by federated visi…
View article: Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry Open
Since coral reef ecosystems face threats from human activities and climate change, coral conservation programs are implemented worldwide. Monitoring coral health provides references for guiding conservation activities. However, current lab…
View article: Improved Technology for Rounding Graphite: Machine Structure and Industrial Test
Improved Technology for Rounding Graphite: Machine Structure and Industrial Test Open
The graphite, which is treated to be potato-shaped, is widely applied in Li-ion batteries as the anodic material. Sequential batch shaping is the main method at present. However, the small height of the shaping cavity of the existing struc…
View article: Model predictive torque control for permanent magnet synchronous motor with hybrid mode duty cycle optimization
Model predictive torque control for permanent magnet synchronous motor with hybrid mode duty cycle optimization Open
Due to the application of only one voltage vector in a control period, conventional model predictive torque control (MPTC) suffers from relatively large steady‐state ripples. The‐state‐of‐the‐art double‐vector‐based MPTC (DVMPTC) was propo…
View article: Application of Long-Range Cross-Hole Acoustic Wave Detection Technology in Geotechnical Engineering Detection: Case Studies of Tunnel-Surrounding Rock, Foundation and Subgrade
Application of Long-Range Cross-Hole Acoustic Wave Detection Technology in Geotechnical Engineering Detection: Case Studies of Tunnel-Surrounding Rock, Foundation and Subgrade Open
The adverse geological conditions of soil cave, karst cave and goaf in deep foundation directly affect the safety and economy of geotechnical engineering construction. It is a difficult problem in geotechnical engineering detection to dete…
View article: Effect of water-in-oil-in-water (W/O/W) double emulsions to encapsulate nisin on the quality and storage stability of fresh noodles
Effect of water-in-oil-in-water (W/O/W) double emulsions to encapsulate nisin on the quality and storage stability of fresh noodles Open
View article: Numerical Assessment of Coastal Multi-hazard Vulnerability in Tokyo Bay
Numerical Assessment of Coastal Multi-hazard Vulnerability in Tokyo Bay Open
Many bays in the world are threatened by coastal hazards such as storm surge, river flood and tsunami. Since most of the existing studies have been focused on one or two of them, in this study, the assessment of coastal vulnerability cause…
View article: Coking wastewater treatment plant as a sources of polycyclic aromatic hydrocarbons (PAHs) in sediments and ecological risk assessment
Coking wastewater treatment plant as a sources of polycyclic aromatic hydrocarbons (PAHs) in sediments and ecological risk assessment Open
The spatial and temporal distribution of polycyclic aromatic hydrocarbons (PAHs) was investigated in sediments of Maba River, a major tributary of Beijiang River (South China). A total of 13 samples from Maba River and its tributary, Meihu…
View article: The Development and Comparison of Molecular Dynamics Simulation and Monte Carlo Simulation
The Development and Comparison of Molecular Dynamics Simulation and Monte Carlo Simulation Open
Molecular dynamics is an integrated technology that combines physics, mathematics and chemistry. Molecular dynamics method is a computer simulation experimental method, which is a powerful tool for studying condensed matter system. This te…
View article: A Game Theoretic Analysis of the Twitter Follow-Unfollow Mechanism
A Game Theoretic Analysis of the Twitter Follow-Unfollow Mechanism Open