activity
20192026
most citedIntelligent Reflecting Surface Aided MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer

280 citations · 293 across the 69 of their papers we have counts for

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Showing cs.LGShow all

11 papers · 1 filter

cs.LG2026

TONIC: Token-Centric Semantic Communication for Task-Oriented Wireless Systems

Sige Liu, Kezhi Wang

Tokens are becoming the basic units through which foundation models represent and process information for understanding and inference. However, traditional wireless communication,…

cs.LG2026

U-Parking: Distributed UWB-Assisted Autonomous Parking System with Robust Localization and Intelligent Planning

Yiang Wu, Qiong Wu, Pingyi Fan +4

This demonstration presents U-Parking, a distributed Ultra-Wideband (UWB)-assisted autonomous parking system. By integrating Large Language Models (LLMs)-assisted planning with rob…

cs.LG2025

Semantic-Aware Cooperative Communication and Computation Framework in Vehicular Networks

Jingbo Zhang, Maoxin Ji, Qiong Wu +3

Semantic Communication (SC) combined with Vehicular edge computing (VEC) provides an efficient edge task processing paradigm for Internet of Vehicles (IoV). Focusing on highway sce…

cs.LG2025

Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy

Xun Li, Qiong Wu, Pingyi Fan +3

Vehicle edge caching is a promising technology that can significantly reduce the latency for vehicle users (VUs) to access content by pre-caching user-interested content at edge no…

cs.LG2025

SenseRay-3D: Generalizable and Physics-Informed Framework for End-to-End Indoor Propagation Modeling

Yu Zheng, Kezhi Wang, Wenji Xi +3

Modeling indoor radio propagation is crucial for wireless network planning and optimization. However, existing approaches often rely on labor-intensive manual modeling of geometry…

cs.LG2025

SIMAC: A Semantic-Driven Integrated Multimodal Sensing And Communication Framework

Yubo Peng, Luping Xiang, Kun Yang +3

Traditional single-modality sensing faces limitations in accuracy and capability, and its decoupled implementation with communication systems increases latency in bandwidth-constra…

cs.LG2025

Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks

Xiao Xu, Qiong Wu, Pingyi Fan +1

Vehicle-to-Infrastructure (V2I) technology enables information exchange between vehicles and road infrastructure. Specifically, when a vehicle approaches a roadside unit (RSU), it…

cs.LG2024

Semantic-Aware Resource Management for C-V2X Platooning via Multi-Agent Reinforcement Learning

Wenjun Zhang, Qiong Wu, Pingyi Fan +4

Semantic communication transmits the extracted features of information rather than raw data, significantly reducing redundancy, which is crucial for addressing spectrum and energy…

cs.LG2024

GAI-Enabled Explainable Personalized Federated Semi-Supervised Learning

Yubo Peng, Feibo Jiang, Li Dong +2

Federated learning (FL) is a commonly distributed algorithm for mobile users (MUs) training artificial intelligence (AI) models, however, several challenges arise when applying FL…

cs.LG2024

Personalized Federated Learning for Generative AI-Assisted Semantic Communications

Yubo Peng, Feibo Jiang, Li Dong +2

Semantic Communication (SC) focuses on transmitting only the semantic information rather than the raw data. This approach offers an efficient solution to the issue of spectrum reso…

cs.LG2024★ 1 cited

Personalized Wireless Federated Learning for Large Language Models

Feibo Jiang, Li Dong, Siwei Tu +5

Large language models (LLMs) have driven profound transformations in wireless networks. However, within wireless environments, the training of LLMs faces significant challenges rel…