Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection

Yuanzhe Peng; Wenwei Zhao; Zhuo Lu; Jie Xu

doi:10.1609/aaai.v40i35.40206

Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection

Yuanzhe Peng
, Wenwei Zhao
, Zhuo Lu
, Jie Xu

School of Computing

University of South Florida, Tampa
University of Florida

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Pages (from-to)	29625-29632
Number of pages	8
Journal	Proceedings of the AAAI Conference on Artificial Intelligence
Volume	40
Issue number	35
DOIs	https://doi.org/10.1609/aaai.v40i35.40206
State	Published - 2026
Event	40th AAAI Conference on Artificial Intelligence, AAAI 2026 - Singapore, Singapore Duration: Jan 20 2026 → Jan 27 2026

ASJC Scopus Subject Areas

Artificial Intelligence

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10.1609/aaai.v40i35.40206

Cite this

@article{5180adbb6349427b840f89e0da18a592,

title = "Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection",

author = "Yuanzhe Peng and Wenwei Zhao and Zhuo Lu and Jie Xu",

note = "Publisher Copyright: {\textcopyright} 2026, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.; 40th AAAI Conference on Artificial Intelligence, AAAI 2026 ; Conference date: 20-01-2026 Through 27-01-2026",

year = "2026",

doi = "10.1609/aaai.v40i35.40206",

language = "English",

volume = "40",

pages = "29625--29632",

number = "35",

}

TY - JOUR

T1 - Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection

AU - Peng, Yuanzhe

AU - Zhao, Wenwei

AU - Lu, Zhuo

AU - Xu, Jie

PY - 2026

Y1 - 2026

UR - https://www.scopus.com/pages/publications/105034242228

UR - https://www.scopus.com/pages/publications/105034242228#tab=citedBy

U2 - 10.1609/aaai.v40i35.40206

DO - 10.1609/aaai.v40i35.40206

M3 - Conference article

AN - SCOPUS:105034242228

SN - 2159-5399

VL - 40

SP - 29625

EP - 29632

JO - Proceedings of the AAAI Conference on Artificial Intelligence

JF - Proceedings of the AAAI Conference on Artificial Intelligence

IS - 35

T2 - 40th AAAI Conference on Artificial Intelligence, AAAI 2026

Y2 - 20 January 2026 through 27 January 2026

ER -

Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection

ASJC Scopus Subject Areas

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