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20152026
most citedConcise Derivation of Complex Bayesian Approximate Message Passing via Expectation Propagation

14 citations · 54 across the 15 of their papers we have counts for

collaborators

15 papers

cs.GT2026★ 6 cited

A Consolidated Game Framework for Cooperative Defense Against Cross-Domain Cyber Attacks in Satellite-Enabled Internet of Things

Linan Huang, Peilong Liu, Xu Chen +3

As the adoption of satellite-enabled Internet of Things (IoT) continues to rise, its intricate multidomain architecture becomes increasingly susceptible to cross-domain cyber threa…

cs.IT2026

Diffusion-Based Noise-Adaptive Null-Space Channel Estimation for OFDM Systems

Heqiang Qi, Yirun Chen, Xiangming Meng +3

Accurate channel estimation in orthogonal frequency division multiplexing (OFDM) systems remains challenging when demodulation reference signal (DMRS) observations are sparse and n…

cs.CE2026★ 1 cited

Toward Secure Operation and Management (O&M) of Satellite Constellations: Efficiency, Resilience, and Reliability in a Network Perspective

Linan Huang, Peilong Liu, Xi Chen +3

Satellite constellations equipped with Inter-Satellite Links and onboard packet switching enable real-time Operation and Management across globally distributed satellites, but also…

cs.NI2026

YUHENG-OS: A Cloud-Native Space Cluster Operating System

Jin Zhang, Jiachen Sun, Kai Liu +2

As industry and academia continue to advance spaceborne computing and communication capabilities, the formation of cloud-native space clusters (CNSCs) has become an increasingly ev…

cs.GT2026★ 1 cited

STARDIS: Strategic Scheduling and Deceptive Signaling for Satellite Intrusion Detection System Deployment

Yuzhou Xiao, Linan Huang, Jiachen Sun +3

Satellite communication networks operate under stringent computational constraints and are susceptible to sophisticated cyberattacks. This paper introduces a novel defense framewor…

cs.LG2025★ 11 cited

Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies

Yuanming Shi, Jingyang Zhu, Chunxiao Jiang +2

Driven by the growing demand for intelligent remote sensing applications, large artificial intelligence (AI) models pre-trained on large-scale unlabeled datasets and fine-tuned for…

cs.NI2025

Space-Based Computing Networks: Trends, Architecture, Challenges, and Key Technologies

Linling Kuang, Jiachen Sun, Jin Zhang +2

As one of the most promising hotspots in the 6G era, space remote sensing information networks play a key and irreplaceable role in areas such as emergency response and scientific…

cs.LG2025

Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks

Peng Yang, Ting Wang, Haibin Cai +3

Satellite networks are able to collect massive space information with advanced remote sensing technologies, which is essential for real-time applications such as natural disaster m…

cs.NI2025

Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning

Zhiyong Yu, Yuning Jiang, Xin Liu +3

With the growing demand for Earth observation, it is important to provide reliable real-time remote sensing inference services to meet the low-latency requirements. The Space Compu…

cs.LG2024★ 11 cited

Hierarchical Learning and Computing over Space-Ground Integrated Networks

Jingyang Zhu, Yuanming Shi, Yong Zhou +2

Space-ground integrated networks hold great promise for providing global connectivity, particularly in remote areas where large amounts of valuable data are generated by Internet o…

cs.NI2023

DNFS-VNE: Deep Neuro Fuzzy System Driven Virtual Network Embedding

Ailing Xiao, Ning Chen, Sheng Wu +3

By decoupling substrate resources, network virtualization (NV) is a promising solution for meeting diverse demands and ensuring differentiated quality of service (QoS). In particul…

cs.NI2023

Asynchronous multi-class traffic management in wide area networks

Hao Wu, Jian Yan, Linling Kuang

The emergence of new applications brings multi-class traffic with diverse quality of service (QoS) requirements to wide area networks (WANs), motivating research in traffic enginee…

cs.IT2016★ 9 cited

Approximate Message Passing with Nearest Neighbor Sparsity Pattern Learning

Xiangming Meng, Sheng Wu, Linling Kuang +3

We consider the problem of recovering clustered sparse signals with no prior knowledge of the sparsity pattern. Beyond simple sparsity, signals of interest often exhibits an underl…

cs.IT2015★ 1 cited

Message-Passing Receiver for Joint Channel Estimation and Decoding in 3D Massive MIMO-OFDM Systems

Sheng Wu, Linling Kuang, Zuyao Ni +4

In this paper, we address the message-passing receiver design for the 3D massive MIMO-OFDM systems. With the aid of the central limit argument and Taylor-series approximation, a co…

cs.IT2015★ 14 cited

Concise Derivation of Complex Bayesian Approximate Message Passing via Expectation Propagation

Xiangming Meng, Sheng Wu, Linling Kuang +1

In this paper, we address the problem of recovering complex-valued signals from a set of complex-valued linear measurements. Approximate message passing (AMP) is one state-of-the-a…