Ripple-Inspired In-Context Learning for Radio Map Estimation

Yuanzhe Peng; Letian Zhang; Jie Xu

doi:10.1109/ICC59461.2026.11587713

Ripple-Inspired In-Context Learning for Radio Map Estimation

Yuanzhe Peng
, Letian Zhang
, Jie Xu

School of Computing

Middle Tennessee State University
University of Florida

Research output: Chapter or Contribution to Book › Conference contribution

Original language	English
Title of host publication	ICC 2026 - IEEE International Conference on Communications, Proceedings
ISBN (Electronic)	9798319542090
DOIs	https://doi.org/10.1109/ICC59461.2026.11587713
State	Published - 2026
Event	2026 IEEE International Conference on Communications, ICC 2026 - Glasgow, United Kingdom Duration: May 24 2026 → May 28 2026

Publication series

Name	IEEE International Conference on Communications
ISSN (Print)	1550-3607

Conference

Conference	2026 IEEE International Conference on Communications, ICC 2026
Country/Territory	United Kingdom
City	Glasgow
Period	5/24/26 → 5/28/26

ASJC Scopus Subject Areas

Computer Networks and Communications
Electrical and Electronic Engineering

Keywords

In-Context Learning (ICL)
Large Autoregressive Vision Model (LAVM)
Radio Map Estimation (RME)

Access to Document

10.1109/ICC59461.2026.11587713

Cite this

@inproceedings{005c57e68de446649bfe4d731629543f,

title = "Ripple-Inspired In-Context Learning for Radio Map Estimation",

keywords = "In-Context Learning (ICL), Large Autoregressive Vision Model (LAVM), Radio Map Estimation (RME)",

author = "Yuanzhe Peng and Letian Zhang and Jie Xu",

note = "Publisher Copyright: {\textcopyright} 2026 IEEE.; 2026 IEEE International Conference on Communications, ICC 2026 ; Conference date: 24-05-2026 Through 28-05-2026",

year = "2026",

doi = "10.1109/ICC59461.2026.11587713",

language = "English",

series = "IEEE International Conference on Communications",

booktitle = "ICC 2026 - IEEE International Conference on Communications, Proceedings",

}

TY - GEN

T1 - Ripple-Inspired In-Context Learning for Radio Map Estimation

AU - Peng, Yuanzhe

AU - Zhang, Letian

AU - Xu, Jie

PY - 2026

Y1 - 2026

KW - In-Context Learning (ICL)

KW - Large Autoregressive Vision Model (LAVM)

KW - Radio Map Estimation (RME)

UR - https://www.scopus.com/pages/publications/105045414736

UR - https://www.scopus.com/pages/publications/105045414736#tab=citedBy

U2 - 10.1109/ICC59461.2026.11587713

DO - 10.1109/ICC59461.2026.11587713

M3 - Conference contribution

AN - SCOPUS:105045414736

T3 - IEEE International Conference on Communications

BT - ICC 2026 - IEEE International Conference on Communications, Proceedings

T2 - 2026 IEEE International Conference on Communications, ICC 2026

Y2 - 24 May 2026 through 28 May 2026

ER -

Ripple-Inspired In-Context Learning for Radio Map Estimation

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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