activity
20242026
most citedAPEG: Adaptive Physical Layer Authentication with Channel Extrapolation and Generative AI

35 citations · 37 across the 22 of their papers we have counts for

collaborators

26 papers

cs.IT2026

Dual-Branch Vector-Quantization-Aided Satellite Digital Semantic Communication with Index Compression for High-Resolution RSI Over AFDM

Jianqiao Chen, Nan Ma, Xiaodong Xu +7

High-resolution remote sensing imagery (RSI) transmission is constrained by satellite-ground bandwidth and channel impairments, yet existing methods struggle to simultaneously achi…

eess.SP2026

Towards Semantic Internet of Everything in the Age of Agentic AI

Dayu Fan, Rui Meng, Yunfei Liu +7

Semantic communication improves task effectiveness by transmitting task-relevant information. However, most existing schemes remain organized as task-specific, end-to-end pipelines…

eess.SP2026

Semantic-based Internet of Embodied Intelligence: Visions and Frontiers

Yaheng Wang, Rui Meng, Xiaodong Xu +7

Recent advances in generative artificial intelligence (AI) and embodied intelligence (EI) enable autonomous agents to interact with the physical world. However, scaling these syste…

eess.SP2026

Evolving Intelligent Complex Systems via Intellicise Networks: Architecture, Technologies, and Pathways

Ping Zhang, Rui Meng, Xiaodong Xu +23

Future engineering infrastructures are evolving into large-scale, open, heterogeneous, and wirelessly interconnected complex systems. These systems present significant challenges i…

eess.SP2026

IPRU: Input-Perturbation-based Radio Frequency Fingerprinting Unlearning for LAWNs

Ce Liu, Rui Meng, Yinqiu Liu +4

Radio Frequency Fingerprinting (RFF) is a key technology for identity authentication in wireless networks. However, due to the rapid dynamics of Autonomous Aerial Vehicles (AAVs) i…

eess.SP2026

Towards Semantic-based Agent Communication Networks: Vision, Technologies, and Challenges

Ping Zhang, Rui Meng, Xiaodong Xu +24

The International Telecommunication Union (ITU) identifies "Artificial Intelligence (AI) and Communication" as one of six key usage scenarios for 6G. Agentic AI, characterized by i…

eess.SP2026★ 35 cited

APEG: Adaptive Physical Layer Authentication with Channel Extrapolation and Generative AI

Xiqi Cheng, Rui Meng, Xiaodong Xu +3

With the rapid advancement of 6G, identity authentication has become increasingly critical for ensuring wireless security. The lightweight and keyless Physical Layer Authentication…

cs.CR2026

Intellicise Wireless Networks Meet Agentic AI: A Security and Privacy Perspective

Rui Meng, Zhidi Zhang, Song Gao +9

Intellicise (Intelligent and Concise) wireless network is the main direction of the evolution of future mobile communication systems, a perspective now widely acknowledged across a…

cs.IT2026

VQ-DSC-R: Robust Vector Quantized-Enabled Digital Semantic Communication With OFDM Transmission

Jianqiao Chen, Nan Ma, Xiaodong Xu +6

Digital mapping of semantic features is essential for achieving interoperability between semantic communication and practical digital infrastructure. However, current research effo…

eess.SP2026

S-MDMA: Sensitivity-Aware Model Division Multiple Access for Satellite-Ground Semantic Communication

Hui Cao, Rui Meng, Shujun Han +3

Satellite-ground semantic communication (SemCom) is expected to play a pivotal role in convergence of communication and AI (ComAI), particularly in enabling intelligent and efficie…

cs.CR2026

Secure Intellicise Wireless Network: Agentic AI for Coverless Semantic Steganography Communication

Rui Meng, Song Gao, Bingxuan Xu +6

Semantic Communication (SemCom), leveraging its significant advantages in transmission efficiency and reliability, has emerged as a core technology for constructing future intellic…

eess.SP2025

Semantic Radio Access Networks: Architecture, State-of-the-Art, and Future Directions

Rui Meng, Zixuan Huang, Jingshu Yan +8

Radio Access Network (RAN) is a bridge between user devices and the core network in mobile communication systems, responsible for the transmission and reception of wireless signals…

eess.SP2025

KGRAG-SC: Knowledge Graph RAG-Assisted Semantic Communication

Dayu Fan, Rui Meng, Song Gao +1

The state-of-the-art semantic communication (SC) schemes typically rely on end-to-end deep learning frameworks that lack interpretability and struggle with robust semantic selectio…

eess.SP2025

SREC: Encrypted Semantic Super-Resolution Enhanced Communication

Zhidi Zhang, Rui Meng, Song Gao +2

Semantic communication (SemCom), as a typical paradigm of deep integration between artificial intelligence (AI) and communication technology, significantly improves communication e…

eess.SP2025

SemSteDiff: Generative Diffusion Model-based Coverless Semantic Steganography Communication

Song Gao, Rui Meng, Xiaodong Xu +6

Semantic communication (SemCom), as a novel paradigm for future communication systems, has recently attracted much attention due to its superiority in communication efficiency. How…

cs.ET2025

Conquering High Packet-Loss Erasure: MoE Swin Transformer-Based Video Semantic Communication

Lei Teng, Senran Fan, Chen Dong +5

Semantic communication with joint semantic-channel coding robustly transmits diverse data modalities but faces challenges in mitigating semantic information loss due to packet drop…

eess.SP2025

Importance-Aware Robust Semantic Transmission for LEO Satellite-Ground Communication

Hui Cao, Rui Meng, Xiaodong Xu +2

Satellite-ground semantic communication is anticipated to serve a critical role in the forthcoming 6G era. Nonetheless, task-oriented data transmission in such systems remains a fo…

eess.SP2025

Important Bit Prefix M-ary Quadrature Amplitude Modulation for Semantic Communications

Haonan Lu, Rui Meng, Xiaodong Xu +3

M-ary Quadrature Amplitude Modulation (MQAM) is a commonly used channel modulation technology in wireless communication systems. To achieve dedicated channel modulation for semanti…

eess.SP2025

Generative Diffusion Models for Wireless Networks: Fundamental, Architecture, and State-of-the-Art

Dayu Fan, Rui Meng, Xiaodong Xu +9

With the rapid development of Generative Artificial Intelligence (GAI) technology, Generative Diffusion Models (GDMs) have shown significant empowerment potential in the field of w…

eess.SP2025

Image Steganography For Securing Intellicise Wireless Networks: "Invisible Encryption" Against Eavesdroppers

Rui Meng, Song Gao, Haixiao Gao +6

As one of the most promising technologies for intellicise (intelligent and consice) wireless networks, Semantic Communication (SemCom) significantly improves communication efficien…

eess.SP2025

Generative AI for Physical-Layer Authentication

Rui Meng, Xiqi Cheng, Song Gao +6

Recently, Artificial Intelligence (AI)-driven Physical-Layer Authentication (PLA), which focuses on achieving endogenous security and intelligent identity authentication, has attra…

eess.SP2025★ 1 cited

Intelligent Joint Security and Delay Determinacy Performance Guarantee Strategy in RIS-Assisted IIoT Communication Systems

Rui Meng, Zhuo Meng, Jiaqi Lu +4

With the advancement of the Industrial Internet of Things (IIoT), IIoT services now exhibit diverse Quality of Service (QoS) requirements in terms of delay, determinacy, and securi…

cs.CR2025★ 1 cited

Secure Semantic Communication With Homomorphic Encryption

Rui Meng, Dayu Fan, Haixiao Gao +8

In recent years, Semantic Communication (SemCom), which aims to achieve efficient and reliable transmission of meaning between agents, has garnered significant attention from both…

cs.CR2025

A Survey of Secure Semantic Communications

Rui Meng, Song Gao, Dayu Fan +11

Semantic communication (SemCom) is regarded as a promising and revolutionary technology in 6G, aiming to transcend the constraints of ``Shannon's trap" by filtering out redundant i…