Xinhui Ji
YOU?
Author Swipe
View article: Spatiotemporal evolution and trade-offs among ecosystem services in Tianjin Wetland nature reserves based on the InVEST model
Spatiotemporal evolution and trade-offs among ecosystem services in Tianjin Wetland nature reserves based on the InVEST model Open
Wetland ecosystem nature reserves provide both ecological protection and cultural-educational functions, requiring scientific evaluation of their ecosystem services and interactions. This study assessed water resource supply, soil conserva…
View article: Controlling update distance and enhancing fair trainable prototypes in federated learning under data and model heterogeneity
Controlling update distance and enhancing fair trainable prototypes in federated learning under data and model heterogeneity Open
Heterogeneous federated learning (HtFL) has gained significant attention due to its ability to accommodate diverse models and data from distributed combat units. The prototype-based HtFL methods were proposed to reduce the high communicati…
View article: Nanoionics enabled atomic point contact construction and quantum conductance effects
Nanoionics enabled atomic point contact construction and quantum conductance effects Open
Atomic point contact structures are constructed by the electric field-driven nanoionics technique to achieve stable and adjustable quantum conductance states for various applications.
View article: FedCLCC: A personalized federated learning algorithm for edge cloud collaboration based on contrastive learning and conditional computing
FedCLCC: A personalized federated learning algorithm for edge cloud collaboration based on contrastive learning and conditional computing Open
Federated learning (FL) is a distributed machine learning paradigm for edge cloud computing. FL can facilitate data-driven decision-making in tactical scenarios, effectively addressing both data volume and infrastructure challenges in edge…
View article: Remote Sensing and Modeling of the Cryosphere in High Mountain Asia: A Multidisciplinary Review
Remote Sensing and Modeling of the Cryosphere in High Mountain Asia: A Multidisciplinary Review Open
Over the past decades, the cryosphere has changed significantly in High Mountain Asia (HMA), leading to multiple natural hazards such as rock–ice avalanches, glacier collapse, debris flows, landslides, and glacial lake outburst floods (GLO…
View article: NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data
NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data Open
Federated learning (FL), a privacy-preserving distributed machine learning, has been rapidly applied in wireless communication networks. FL enables Internet of Things (IoT) clients to obtain well-trained models while preventing privacy lea…
View article: A Hybrid Residential Short-Term Load Forecasting Method Using Attention Mechanism and Deep Learning
A Hybrid Residential Short-Term Load Forecasting Method Using Attention Mechanism and Deep Learning Open
Development in economics and social society has led to rapid growth in electricity demand. Accurate residential electricity load forecasting is helpful for the transformation of residential energy consumption structure and can also curb gl…
View article: Glacier Changes in India’s Dhauliganga Catchment over the Past Two Decades
Glacier Changes in India’s Dhauliganga Catchment over the Past Two Decades Open
The rapid melting of glaciers has led to severe glacial-hydrological hazards in the Himalayas. An extreme example occurred on 7 February 2021, when a catastrophic mass flow descended from the Ronti glacier at Chamoli, Indian Himalaya, caus…
View article: Event-Triggered Vehicle Platoon Control Under Random Communication Noises
Event-Triggered Vehicle Platoon Control Under Random Communication Noises Open
As an effective way of improving traffic efficiency, vehicle platoon control has attracted extensive interest recently. Communication between vehicles tends to be affected by communication noises. Aimed at improving communication efficienc…