Cover Image

Proto-EVFL: Enhanced Vertical Federated Learning via Dual Prototype with Extremely Unaligned Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Wei, Duan, Yiyang, Hu, Zhaojun, Tong, Yiqi, Zhuang, Fuzhen, Zhang, Xiao, Dong, Jin, Wu, Ruofan, Liu, Tengfei, Sun, Yifan
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

H2Tune: Federated Foundation Model Fine-Tuning with Hybrid Heterogeneity
by: Guo, Wei, et al.
Published: (2025)

A Comprehensive Survey of Federated Transfer Learning: Challenges, Methods and Applications
by: Guo, Wei, et al.
Published: (2024)

Federated Reasoning Distillation Framework with Model Learnability-Aware Data Allocation
by: Guo, Wei, et al.
Published: (2026)

ProtoGuard-SL: Prototype Consistency Based Backdoor Defense for Vertical Split Learning
by: Shui, Yuhan, et al.
Published: (2026)

Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning
by: Zhang, Jingyuan, et al.
Published: (2024)

Game Design Prototype with GIMs: Fostering Neurodiverse Connections through Storytelling
by: Xiao, Yiqi
Published: (2024)

Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity
by: Chen, Junkun, et al.
Published: (2024)

MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation
by: He, Tengfei, et al.
Published: (2024)

FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction
by: Ouyang, Wentao, et al.
Published: (2024)

DynProto: Dynamic Prototype Evolution for Out-of-Distribution Detection
by: Wu, Yanqi, et al.
Published: (2026)

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
by: Xue, Mengqi, et al.
Published: (2022)

TinyProto: Communication-Efficient Federated Learning with Sparse Prototypes in Resource-Constrained Environments
by: Lee, Gyuejeong, et al.
Published: (2025)

Proto-Former: Unified Facial Landmark Detection by Prototype Transformer
by: Hu, Shengkai, et al.
Published: (2025)

ProtoSnap: Prototype Alignment for Cuneiform Signs
by: Mikulinsky, Rachel, et al.
Published: (2025)

ProtoMask: Segmentation-Guided Prototype Learning
by: Meinert, Steffen, et al.
Published: (2025)

Proto-ML: An IDE for ML Solution Prototyping
by: Coban, Selin, et al.
Published: (2026)

RefProtoFL: Communication-Efficient Federated Learning via External-Referenced Prototype Alignment
by: Wu, Hongyue, et al.
Published: (2026)

ProtoSSL: Interpretable Prototype Learning from Unlabeled Time-Series Data
by: Song, Steven, et al.
Published: (2026)

ProtoConNet: Prototypical Augmentation and Alignment for Open-Set Few-Shot Image Classification
by: Shi, Kexuan, et al.
Published: (2025)

ProtoTTA: Prototype-Guided Test-Time Adaptation
by: Abootorabi, Mohammad Mahdi, et al.
Published: (2026)

ProtoDepth: Unsupervised Continual Depth Completion with Prototypes
by: Rim, Patrick, et al.
Published: (2025)

From Uncertainty to Innovation: Wearable Prototyping with ProtoBot
by: Yıldırım, İhsan Ozan, et al.
Published: (2024)

ProtoReasoning: Prototypes as the Foundation for Generalizable Reasoning in LLMs
by: He, Feng, et al.
Published: (2025)

ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
by: Sacha, Mikołaj, et al.
Published: (2023)

ProtoMol: Enhancing Molecular Property Prediction via Prototype-Guided Multimodal Learning
by: Wang, Yingxu, et al.
Published: (2025)

AgriCHN: A Comprehensive Cross-domain Resource for Chinese Agricultural Named Entity Recognition
by: Zeng, Lingxiao, et al.
Published: (2025)

ProtoGS: Efficient and High-Quality Rendering with 3D Gaussian Prototypes
by: Gao, Zhengqing, et al.
Published: (2025)

ProtoP-OD: Explainable Object Detection with Prototypical Parts
by: Rath-Manakidis, Pavlos, et al.
Published: (2024)

Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systems
by: Zakharova, Anastasiia, et al.
Published: (2024)

Vertical Federated Continual Learning via Evolving Prototype Knowledge
by: Wang, Shuo, et al.
Published: (2025)

Tensor Decomposition with Unaligned Observations
by: Tang, Runshi, et al.
Published: (2024)

UIFV: Data Reconstruction Attack in Vertical Federated Learning
by: Yang, Jirui, et al.
Published: (2024)

CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras
by: Zhu, Yabin, et al.
Published: (2024)

ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder
by: Kim, Jungho, et al.
Published: (2024)

Proto-FG3D: Prototype-based Interpretable Fine-Grained 3D Shape Classification
by: Ma, Shuxian, et al.
Published: (2025)

ProtoTSNet: Interpretable Multivariate Time Series Classification With Prototypical Parts
by: Małkus, Bartłomiej, et al.
Published: (2025)

Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes
by: Donnelly, Jon, et al.
Published: (2021)

ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
by: Ma, Shijie, et al.
Published: (2025)

ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
by: Peng, Ziheng, et al.
Published: (2025)

ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions
by: Cai, Zi, et al.
Published: (2025)