activity
20192026
most citedUnderstanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

26 citations · 52 across the 26 of their papers we have counts for

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Showing cs.NIShow all

6 papers · 1 filter

cs.NI2026

OCC: Physical-Layer Assisted Congestion Control for Real-Time Communications

Yufan Zhuang, Zili Meng, Zehong Lin +1

Real-time communications (RTC) is a core technology for emerging applications in 6G, such as cloud gaming, teleoperation, and extended reality (XR), which require consistently low…

cs.NI2026

Bridging Visual and Wireless Sensing via a Unified Radiation Field for 3D Radio Map Construction

Chaozheng Wen, Jingwen Tong, Zehong Lin +2

The emerging applications of next-generation wireless networks demand high-fidelity environmental intelligence. 3D radio maps bridge physical environments and electromagnetic propa…

cs.NI2024★ 2 cited

Neural Representation for Wireless Radiation Field Reconstruction: A 3D Gaussian Splatting Approach

Chaozheng Wen, Jingwen Tong, Yingdong Hu +2

Wireless channel modeling plays a pivotal role in designing, analyzing, and optimizing wireless communication systems. Nevertheless, developing an effective channel modeling approa…

cs.NI2024★ 3 cited

WirelessAgent: Large Language Model Agents for Intelligent Wireless Networks

Jingwen Tong, Jiawei Shao, Qiong Wu +4

Wireless networks are increasingly facing challenges due to their expanding scale and complexity. These challenges underscore the need for advanced AI-driven strategies, particular…

cs.NI2024★ 2 cited

WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

Jiawei Shao, Jingwen Tong, Qiong Wu +4

The rapid evolution of wireless technologies and the growing complexity of network infrastructures necessitate a paradigm shift in how communication networks are designed, configur…

cs.NI2020★ 4 cited

Optimizing AI Service Placement and Resource Allocation in Mobile Edge Intelligence Systems

Zehong Lin, Suzhi Bi, Ying-Jun Angela Zhang

Leveraging recent advances on mobile edge computing (MEC), edge intelligence has emerged as a promising paradigm to support mobile artificial intelligence (AI) applications at the…