activity
20232026
most citedToward Democratized Generative AI in Next-Generation Mobile Edge Networks

2 citations · 4 across the 9 of their papers we have counts for

collaborators

9 papers

cs.MA2026

Skill Description Deception Attack against Task Routing in Internet of Agents

Jiayi He, Xiaofeng Luo, Jiawen Kang +3

A new paradigm, Internet of Agents (IoA), is transforming networked systems into LLM-driven service networks, where heterogeneous agents collaborate through task routing based on t…

cs.NI2026

Compact LLM Deployment and World Model Assisted Offloading in Mobile Edge Computing

Ruichen Zhang, Xiaofeng Luo, Jiayi He +3

This paper investigates compact large language model (LLM) deployment and world-model-assisted inference offloading in mobile edge computing (MEC) networks. We first propose an edg…

cs.NI2026

Cross-reality location privacy protection in 6G-enabled vehicular metaverses: an LLM-enhanced hybrid generative diffusion model-based approach

Xiaofeng Luo, Jiayi He, Jiawen Kang +4

The emergence of 6G-enabled vehicular metaverses enables Autonomous Vehicles (AVs) to operate across physical and virtual spaces through space-air-ground-sea integrated networks. T…

cs.NI2024★ 2 cited

Toward Democratized Generative AI in Next-Generation Mobile Edge Networks

Ruichen Zhang, Jiayi He, Xiaofeng Luo +5

The rapid development of generative AI technologies, including large language models (LLMs), has brought transformative changes to various fields. However, deploying such advanced…

cs.NI2024

Toward Mixture-of-Experts Enabled Trustworthy Semantic Communication for 6G Networks

Jiayi He, Xiaofeng Luo, Jiawen Kang +5

Semantic Communication (SemCom) plays a pivotal role in 6G networks, offering a viable solution for future efficient communication. Deep Learning (DL)-based semantic codecs further…

cs.NI2024

Privacy-preserving Pseudonym Schemes for Personalized 3D Avatars in Mobile Social Metaverses

Cheng Su, Xiaofeng Luo, Zhenmou Liu +5

The emergence of mobile social metaverses, a novel paradigm bridging physical and virtual realms, has led to the widespread adoption of avatars as digital representations for Socia…

cs.NI2024

Blockchain-based Pseudonym Management for Vehicle Twin Migrations in Vehicular Edge Metaverse

Jiawen Kang, Xiaofeng Luo, Jiangtian Nie +6

Driven by the great advances in metaverse and edge computing technologies, vehicular edge metaverses are expected to disrupt the current paradigm of intelligent transportation syst…

cs.GT2023

Learning-based Incentive Mechanism for Task Freshness-aware Vehicular Twin Migration

Junhong Zhang, Jiangtian Nie, Jinbo Wen +4

Vehicular metaverses are an emerging paradigm that integrates extended reality technologies and real-time sensing data to bridge the physical space and digital spaces for intellige…

cs.CR2023★ 2 cited

Privacy Attacks and Defenses for Digital Twin Migrations in Vehicular Metaverses

Xiaofeng Luo, Jinbo Wen, Jiawen Kang +5

The gradual fusion of intelligent transportation systems with metaverse technologies is giving rise to vehicular metaverses, which blend virtual spaces with physical space. As indi…