Author

Yuchuan Luo

h-index 17 View on Semantic Scholar

We have 3 of 86 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access 2026

Cost-Constrained Incentive Mechanism for Federated Learning

: Federated learning (FL) is an effective solution to address the problem of data silos, where multiple clients collaborate to train a model. Model training itself consumes significant communication and computational resources, implying that significant economic compensation needs to be paid to incentivize clients to p...

Shi-Hong Wu, Zhen-Bin Guo, Yu-Chuan Luo et al. · Computers, Materials & C... · 0 citations

2026

One-to-Many Authentication and Key Agreement Scheme With Desynchronization Resilience and Forward Secrecy for Multi-Device IoT

Lightweight authentication schemes based on pre-shared keys (PSK) are widely adopted to secure data access and preserve privacy in the Internet of Things (IoT). However, ensuring forward secrecy in the event of PSK compromise remains a fundamental challenge. Although credential update mechanisms can provide dynamic aut...

Zhen-Bin Guo, Shi-Hong Wu, Yu-Chuan Luo et al. · IEEE Transactions on Informa... · 0 citations

Conference Open access Sep 2026

Beyond Client Clustering: Fine-Grained Preference Alignment in Federated RLHF via Self-Evolving Routing

FedPrism is proposed, a novel framework that shifts alignment granularity from the coarse client level to the precise instance level and devise a Posterior-Guided Performance Distillation mechanism that leverages experts' actual training loss as self-supervision to autonomously refine routing policies without explicit...

Ke Wang, Shao-Jing Fu, Yu-Chuan Luo et al. · Proceedings of the Thirty-Fi... · 0 citations