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Da-Peng Wu

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Sep 2026

DIP‐BLS: Dynamic Interaction Planning and BLS Aggregate Signatures for Low‐Latency Data Forwarding in Web 3.0

The decentralized nature of Web 3.0 forms networks of autonomous, heterogeneous entities, including smart contracts and dapp modules, among others, which operate on untrusted infrastructure for interactive communication. In such environments, component churn is frequent, link conditions vary in real time, and the log...

Yang Liu, Zi-Hang Yin, Tong-Tong Cheng et al. · 0 citations
Conference Aug 2026

Efficient Multi-Party Component Interaction in Web 3.0 via Dynamic Interaction Plans and BLS Aggregate Signatures

Web 3.0 systems face dynamic networking (nodes join/leave, topologies change) and data authenticity challenges in trustless environments. Static or centralized routing is inefficient and insecure. We propose DIP-BLS, a distributed data exchange protocol integrating dynamic interaction plans with BLS aggregate signature...

Yang Liu, Zi-Hang Yin, Tong-Tong Cheng et al. · 0 citations
Conference Aug 2026

FedLEAF: Bi-directional Prototype Adaptation for Heterogeneous Federated Learning

Prototype-based knowledge sharing effectively mitigates data and model heterogeneity in federated learning (FL) by exchanging class-level semantic information. However, existing methods typically assume all local prototypes are equally reliable. Consequently, low-quality prototypes from heterogeneous models or dynamic...

Zhi-Yuan Zhu, Si-Yi Deng, Da-Peng Wu et al. · 0 citations

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