most citedSemantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective

18 citations · 28 across the 9 of their papers we have counts for

collaborators

9 papers

eess.SP2024

Unleashing the Potential of Beamspace Modulation in Near-Field MIMO: Opportunities and Challenges

Shuaishuai Guo, Kaiqian Qu, Shuping Dang

The principal distinction in transitioning from far-field multiple-input multiple-output (MIMO) systems to near-field MIMO configurations lies in the notable augmentation of spatia…

cs.LG2024

Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach

Shujing Li, Yanhu Wang, Shuaishuai Guo +1

Graph data, essential in fields like knowledge representation and social networks, often involves large networks with many nodes and edges. Transmitting these graphs can be highly…

eess.SP2024

Learning Multi-Rate Task-Oriented Communications Over Symmetric Discrete Memoryless Channels

Anbang Zhang, Shuaishuai Guo

This letter introduces a multi-rate task-oriented communication (MR-ToC) framework. This framework dynamically adapts to variations in affordable data rate within the communication…

eess.SP2024★ 18 cited

Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective

Shuaishuai Guo, Anbang Zhang, Yanhu Wang +2

Task-oriented semantic communication (ToSC) emerges as an innovative approach in the 6G landscape, characterized by the transmission of only vital information that is directly pert…

cs.AI2024★ 1 cited

Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization

Yanhu Wang, Muhammad Muzammil Afzal, Zhengyang Li +4

Traditional base station siting (BSS) methods rely heavily on drive testing and user feedback, which are laborious and require extensive expertise in communication, networking, and…

eess.SP2024

Benchmarking Semantic Communications for Image Transmission Over MIMO Interference Channels

Yanhu Wang, Shuaishuai Guo, Anming Dong +1

Semantic communications offer promising prospects for enhancing data transmission efficiency. However, existing schemes have predominantly concentrated on point-to-point transmissi…

eess.SP2024

Semantic Importance-Aware Communications with Semantic Correction Using Large Language Models

Shuaishuai Guo, Yanhu Wang, Jia Ye +2

Semantic communications, a promising approach for agent-human and agent-agent interactions, typically operate at a feature level, lacking true semantic understanding. This paper ex…

eess.SP2024★ 9 cited

Unified Integrated Sensing and Communication Signal Design: A Sphere Packing Perspective

Shuaishuai Guo, Kaiqian Qu

The design of communication signal sets is fundamentally a sphere packing problem. It aims to identify a set of M points in an N -dimensional space, with the objective of maximizin…

cs.IT2023

Green Holographic MIMO Communications With A Few Transmit Radio Frequency Chains

Shuaishuai Guo, Jia Ye, Kaiqian Qu +1

Holographic multiple-input multiple-output (MIMO) communications are widely recognized as a promising candidate for the next-generation air interface. With holographic MIMO surface…