activity
20222024
most citedFedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality

22 citations · 47 across the 13 of their papers we have counts for

collaborators

13 papers

cs.CR20241 cited

FileDES: A Secure Scalable and Succinct Decentralized Encrypted Storage Network

Minghui Xu, Jiahao Zhang, Hechuan Guo +5

Decentralized Storage Network (DSN) is an emerging technology that challenges traditional cloud-based storage systems by consolidating storage capacities from independent providers…

cs.CR202415 cited

BFT-DSN: A Byzantine Fault Tolerant Decentralized Storage Network

Hechuan Guo, Minghui Xu, Jiahao Zhang +4

With the rapid development of blockchain and its applications, the amount of data stored on decentralized storage networks (DSNs) has grown exponentially. DSNs bring together affor…

cs.LG2024

Communication Efficient and Provable Federated Unlearning

Youming Tao, Cheng-Long Wang, Miao Pan +3

We study federated unlearning, a novel problem to eliminate the impact of specific clients or data points on the global model learned via federated learning (FL). This problem is d…

cs.DC202422 cited

FedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality

Biwei Yan, Hongliang Zhang, Minghui Xu +2

Federated learning is a powerful technique that enables collaborative learning among different clients. Prototype-based federated learning is a specific approach that improves the…

cs.DC20231 cited

Spatial Crowdsourcing Task Allocation Scheme for Massive Data with Spatial Heterogeneity

Kun Li, Shengling Wang, Hongwei Shi +2

Spatial crowdsourcing (SC) engages large worker pools for location-based tasks, attracting growing research interest. However, prior SC task allocation approaches exhibit limitatio…

cs.CR20233 cited

An Adaptive and Modular Blockchain Enabled Architecture for a Decentralized Metaverse

Ye Cheng, Yihao Guo, Minghui Xu +3

A metaverse breaks the boundaries of time and space between people, realizing a more realistic virtual experience, improving work efficiency, and creating a new business model. Blo…