43 citations · 90 across the 9 of their papers we have counts for
9 papers
Task-Oriented Multimodal Token Transmission in Resource-Constrained Multiuser Networks
Junhe Zhang, Wanli Ni, Pengwei Wang +1
With the emergence of large model-based agents, widely adopted transformer-based architectures inevitably produce excessively long token embeddings for transmission, which may resu…
Large Language Model Agents for Radio Map Generation and Wireless Network Planning
Hongye Quan, Wanli Ni, Tong Zhang +5
Using commercial software for radio map generation and wireless network planning often require complex manual operations, posing significant challenges in terms of scalability, ada…
Federated Split Learning with Model Pruning and Gradient Quantization in Wireless Networks
Junhe Zhang, Wanli Ni, Dongyu Wang
As a paradigm of distributed machine learning, federated learning typically requires all edge devices to train a complete model locally. However, with the increasing scale of artif…
Federated Contrastive Learning for Personalized Semantic Communication
Yining Wang, Wanli Ni, Wenqiang Yi +3
In this letter, we design a federated contrastive learning (FedCL) framework aimed at supporting personalized semantic communication. Our FedCL enables collaborative training of lo…
From Single to Multi-Functional RIS: Architecture, Key Technologies, Challenges, and Applications
Wanli Ni, Ailing Zheng, Wen Wang +3
Although reconfigurable intelligent surfaces (RISs) have demonstrated the potential to boost network capacity and expand coverage by adjusting their electromagnetic properties, exi…
Multi-Objective Optimization-based Transmit Beamforming for Multi-Target and Multi-User MIMO-ISAC Systems
Chunwei Meng, Zhiqing Wei, Dingyou Ma +3
Integrated sensing and communication (ISAC) is an enabling technology for the sixth-generation mobile communications, which equips the wireless communication networks with sensing…
Multi-Objective Optimization-Based Waveform Design for Multi-User and Multi-Target MIMO-ISAC Systems
Peng Wang, Dongsheng Han, Yashuai Cao +2
Integrated sensing and communication (ISAC) opens up new service possibilities for sixth-generation (6G) systems, where both communication and sensing (C&S) functionalities co-exis…
Secrecy Performance Analysis of Multi-Functional RIS-Assisted NOMA Networks
Yingjie Pei, Wanli Ni, Jin Xu +3
Although reconfigurable intelligent surface (RIS) can improve the secrecy communication performance of wireless users, it still faces challenges such as limited coverage and double…
Explainable Semantic Communication for Text Tasks
Chuanhong Liu, Caili Guo, Yang Yang +4
Task-oriented semantic communication has gained increasing attention due to its ability to reduce the amount of transmitted data without sacrificing task performance. Although some…