23 citations · 40 across the 9 of their papers we have counts for
9 papers
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
Sichun Luo, Yuanzhang Xiao, Yang Liu +2
Federated recommendations leverage the federated learning (FL) techniques to make privacy-preserving recommendations. Though recent success in the federated recommender system, sev…
Design of Coded Caching Schemes with Linear Subpacketizations Based on Injective Arc Coloring of Regular Digraphs
Xianzhang Wu, Minquan Cheng, Li Chen +2
Coded caching is an effective technique to decongest the amount of traffic in the backhaul link. In such a scheme, each file hosted in the server is divided into a number of packet…
Design of Placement Delivery Arrays for Coded Caching with Small Subpacketizations and Flexible Memory Sizes
Xianzhang Wu, Minquan Cheng, Congduan Li +1
Coded caching is an emerging technique to reduce the data transmission load during the peak-traffic times. In such a scheme, each file in the data center or library is usually divi…
The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost
Mengwei Yang, Linqi Song, Jie Xu +2
Privacy has raised considerable concerns recently, especially with the advent of information explosion and numerous data mining techniques to explore the information inside large v…
Improved Upper Bound on the Network Function Computing Capacity
Xuan Guang, Raymond W. Yeung, Shenghao Yang +1
The problem of network function computation over a directed acyclic network is investigated in this paper. In such a network, a sink node desires to compute with zero error a {\em…
Practical Inner Codes for Batched Sparse Codes in Wireless Multihop Networks
Zhiheng Zhou, Congduan Li, Shenghao Yang +1
Batched sparse (BATS) code is a promising technology for reliable data transmission in multi-hop wireless networks. As a BATS code consists of an outer code and an inner code that…
On Multi-source Networks: Enumeration, Rate Region Computation, and Hierarchy
Congduan Li, Steven Weber, John MacLaren Walsh
Recent algorithmic developments have enabled computers to automatically determine and prove the capacity regions of small hypergraph networks under network coding. A structural the…
On Multi-source Networks: Enumeration, Rate Region Computation, and Hierarchy
Congduan Li, Steven Weber, John MacLaren Walsh
This paper investigates the enumeration, rate region computation, and hierarchy of general multi-source multi-sink hyperedge networks under network coding, which includes multiple…
Multilevel Diversity Coding Systems: Rate Regions, Codes, Computation, & Forbidden Minors
Congduan Li, Steven Weber, John MacLaren Walsh
The rate regions of multilevel diversity coding systems (MDCS), a sub-class of the broader family of multi-source multi-sink networks with special structure, are investigated. Afte…