Xianbin Wang
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View article: From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions
From Agentification to Self-Evolving Agentic AI for Wireless Networks: Concepts, Approaches, and Future Research Directions Open
Self-evolving agentic artificial intelligence (AI) offers a new paradigm for future wireless systems by enabling autonomous agents to continually adapt and improve without human intervention. Unlike static AI models, self-evolving agents e…
View article: Oh-Trust: Overbooking and Hybrid Trading-Empowered Resource Scheduling With Smart Reputation Update Over Dynamic Edge Networks
Oh-Trust: Overbooking and Hybrid Trading-Empowered Resource Scheduling With Smart Reputation Update Over Dynamic Edge Networks Open
Incentive-driven computing resource sharing is crucial for meeting the ever-growing demands of emerging mobile applications. Although conventional spot trading offers a solution, it frequently leads to excessive overhead due to the need fo…
View article: Accurate Trust Evaluation for Effective Operation of Social IoT Systems via Hypergraph-Enabled Self-Supervised Contrastive Learning
Accurate Trust Evaluation for Effective Operation of Social IoT Systems via Hypergraph-Enabled Self-Supervised Contrastive Learning Open
Social Internet-of-Things (IoT) enhances collaboration between devices by endowing IoT systems with social attributes. However, calculating trust between devices based on complex and dynamic social attributes-similar to trust formation mec…
View article: Trust Semantics Distillation for Collaborator Selection via Memory-Augmented Agentic AI
Trust Semantics Distillation for Collaborator Selection via Memory-Augmented Agentic AI Open
Offloading computational tasks from resource-constrained devices to resource-abundant peers constitutes a critical paradigm for collaborative computing. Within this context, accurate trust evaluation of potential collaborating devices is e…
View article: Advancing the Control of Low-Altitude Wireless Networks: Architecture, Design Principles, and Future Directions
Advancing the Control of Low-Altitude Wireless Networks: Architecture, Design Principles, and Future Directions Open
This article introduces a control-oriented low-altitude wireless network (LAWN) that integrates near-ground communications and remote estimation of the internal system state. This integration supports reliable networked control in dynamic …
View article: Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications
Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications Open
Large vision models (LVMs) have emerged as a foundational paradigm in visual intelligence, achieving state-of-the-art performance across diverse visual tasks. Recent advances in LVMs have facilitated their integration into Internet of Thin…
View article: Semantic Chain-of-Trust: Autonomous Trust Orchestration for Collaborator Selection via Hypergraph-Aided Agentic AI
Semantic Chain-of-Trust: Autonomous Trust Orchestration for Collaborator Selection via Hypergraph-Aided Agentic AI Open
The effective completion of tasks in collaborative systems hinges on task-specific trust evaluations of potential devices for distributed collaboration. Due to independent operation of devices involved, dynamic evolution of their mutual re…
View article: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach for UAV-Assisted Vehicular Networks with Delayed CSI Feedback
A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach for UAV-Assisted Vehicular Networks with Delayed CSI Feedback Open
Low altitude uncrewed aerial vehicles (UAVs) are expected to facilitate the development of aerial-ground integrated intelligent transportation systems and unlocking the potential of the emerging low-altitude economy. However, several criti…
View article: Networked Physical Computing: A New Paradigm for Effective Task Completion via Hypergraph Aided Trusted Task-Resource Matching
Networked Physical Computing: A New Paradigm for Effective Task Completion via Hypergraph Aided Trusted Task-Resource Matching Open
Due to the diverse physical attributes of computing resources and tasks, developing effective mechanisms to facilitate task and resource matching in complex connected systems for value-oriented task completion has become increasingly chall…
View article: Robust Resource Allocation for Pinching-Antenna Systems under Imperfect CSI
Robust Resource Allocation for Pinching-Antenna Systems under Imperfect CSI Open
Pinching-antenna technology has lately showcased its promising capability for reconfiguring wireless propagation environments, especially in high-frequency communication systems like millimeter-wave and terahertz bands. By dynamically plac…
View article: Transcranial i<scp>TBS</scp> Combined With Trans‐Spinal i<scp>TBS</scp> Targeting <scp>PDE</scp>1<scp>A</scp>/c<scp>AMP</scp>/<scp>PKA</scp> Axis Regulates Neural Regeneration After Spinal Cord Injury
Transcranial i<span>TBS</span> Combined With Trans‐Spinal i<span>TBS</span> Targeting <span>PDE</span>1<span>A</span>/c<span>AMP</span>/<span>PKA</span> Axis Regulates Neural Regeneration After Spinal Cord Injury Open
Aims To explore the impact of intermittent theta burst stimulation (iTBS) treatment at various targets on spinal cord injury (SCI), as well as the effects of dual‐target iTBS therapy on neurological functional recovery in rats with SCI and…
View article: Chain-of-Trust: A Progressive Trust Evaluation Framework Enabled by Generative AI
Chain-of-Trust: A Progressive Trust Evaluation Framework Enabled by Generative AI Open
In collaborative systems with complex tasks relying on distributed resources, trust evaluation of potential collaborators has emerged as an effective mechanism for task completion. However, due to the network dynamics and varying informati…
View article: Are metabolic abnormalities the missing link between complete blood count-derived inflammatory markers and diabetic foot? Evidence from a large population study
Are metabolic abnormalities the missing link between complete blood count-derived inflammatory markers and diabetic foot? Evidence from a large population study Open
Background Diabetic foot is a serious complication of diabetes, and inflammation plays a key role in its pathogenesis. This population-based study investigates associations between complete blood count (CBC)-derived inflammatory markers an…
View article: Characteristics of premonitory urge and tic symptom in different age groups from a network perspective
Characteristics of premonitory urge and tic symptom in different age groups from a network perspective Open
Background Tic disorders are neurodevelopmental disorders. Current research suggests that premonitory urges (PU) may be the cause and basis of tic disorders. The study used network analysis to investigate the detailed associations between …
View article: Energy-Efficient Design for Downlink Pinching-Antenna Systems with QoS Guarantee
Energy-Efficient Design for Downlink Pinching-Antenna Systems with QoS Guarantee Open
Pinching antennas have recently garnered significant attention due to their ability to dynamically reconfigure wireless propagation environments. Despite notable advancements in this area, the exploration of energy efficiency (EE) maximiza…
View article: Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration
Multi-Modal Multi-Task (M3T) Federated Foundation Models for Embodied AI: Potentials and Challenges for Edge Integration Open
As embodied AI systems become increasingly multi-modal, personalized, and interactive, they must learn effectively from diverse sensory inputs, adapt continually to user preferences, and operate safely under resource and privacy constraint…
View article: Subtypes of tic disorders in children and adolescents: based on clinical characteristics
Subtypes of tic disorders in children and adolescents: based on clinical characteristics Open
Our study identified two novel TD subtypes, highlighting its heterogeneity. Subtype 1 had more severe attention deficits and impulsivity, requiring comprehensive treatment, while subtype 2 had milder symptoms, focusing on support and monit…
View article: Beyond ISAC: Toward Integrated Heterogeneous Service Provisioning via Elastic Multi-Dimensional Multiple Access
Beyond ISAC: Toward Integrated Heterogeneous Service Provisioning via Elastic Multi-Dimensional Multiple Access Open
Due to the growing complexity of vertical applications, current integrated sensing and communications (ISAC) in wireless networks remains insufficient for supporting all required beyond communication services. To this end, future networks …
View article: Radiation Footprint Control in Cell-Free Cooperative ISAC: Optimal Joint BS Activation and Beamforming Coordination
Radiation Footprint Control in Cell-Free Cooperative ISAC: Optimal Joint BS Activation and Beamforming Coordination Open
Coordinated beamforming across distributed base stations (BSs) in cell-free wireless infrastructure can efficiently support integrated sensing and communication (ISAC) users by enhancing resource sharing and suppressing interference in the…
View article: Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey
Secure Physical Layer Communications for Low-Altitude Economy Networking: A Survey Open
The Low-Altitude Economy Networking (LAENet) is emerging as a transformative paradigm that enables an integrated and sophisticated communication infrastructure to support aerial vehicles in carrying out a wide range of economic activities …
View article: A retrospective analysis of physical and mental disorders before and after tic disorders diagnosis
A retrospective analysis of physical and mental disorders before and after tic disorders diagnosis Open
Tic disorders are neurodevelopment disorders that typically begin in childhood. Few studies have explored the relationship between tic disorders and other physical and mental diseases. This study aims to identify which physical and mental …
View article: A Low-Complexity Placement Design of Pinching-Antenna Systems
A Low-Complexity Placement Design of Pinching-Antenna Systems Open
Pinching-antenna systems have recently been proposed as a new candidate for flexible-antenna systems, not only inheriting the reconfiguration capability but also offering a unique feature: establishing line-of-sight links to mitigate large…
View article: Urban green space extraction from BJ-2 remote sensing image based SegFormer semantic segmentation model
Urban green space extraction from BJ-2 remote sensing image based SegFormer semantic segmentation model Open
Accurate extraction of urban green spaces is of great significance for promoting urban planning and management, and promoting sustainable urban development. Given the characteristic spatial distribution of urban green spaces in high-resolu…
View article: Seamless Graph Task Scheduling over Dynamic Vehicular Clouds: A Hybrid Methodology for Integrating Pilot and Instantaneous Decisions
Seamless Graph Task Scheduling over Dynamic Vehicular Clouds: A Hybrid Methodology for Integrating Pilot and Instantaneous Decisions Open
Vehicular clouds (VCs) play a crucial role in the Internet-of-Vehicles (IoV) ecosystem by securing essential computing resources for a wide range of tasks. This paPertackles the intricacies of resource provisioning in dynamic VCs for compu…
View article: Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning Open
Due to massive computational demands of large generative models, AI-Generated Content (AIGC) can organize collaborative Mobile AIGC Service Providers (MASPs) at network edges to provide ubiquitous and customized content generation for reso…
View article: Towards Seamless Hierarchical Federated Learning under Intermittent Client Participation: A Stagewise Decision-Making Methodology
Towards Seamless Hierarchical Federated Learning under Intermittent Client Participation: A Stagewise Decision-Making Methodology Open
Federated Learning (FL) offers a pioneering distributed learning paradigm that enables devices/clients to build a shared global model. This global model is obtained through frequent model transmissions between clients and a central server,…
View article: Accelerating Stable Matching between Workers and Spatial-Temporal Tasks for Dynamic MCS: A Stagewise Service Trading Approach
Accelerating Stable Matching between Workers and Spatial-Temporal Tasks for Dynamic MCS: A Stagewise Service Trading Approach Open
Designing effective incentive mechanisms in mobile crowdsensing (MCS) networks is crucial for engaging distributed mobile users (workers) to contribute heterogeneous data for various applications (tasks). In this paper, we propose a novel …
View article: Clinical symptoms and functional impairment in attention deficit hyperactivity disorder (ADHD) co-morbid tic disorder (TD) patients: a cluster-based investigation
Clinical symptoms and functional impairment in attention deficit hyperactivity disorder (ADHD) co-morbid tic disorder (TD) patients: a cluster-based investigation Open
Patients with co-occurring ADHD and TD can be classified into two clusters based on age, symptoms, and functional impairment. In clinical interventions for these patients, while ADHD may require more attention, it is also crucial to identi…