56 citations · 66 across the 6 of their papers we have counts for
10 papers
Convert, compress, correct: Three steps toward communication-efficient DNN training
Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang +1
In this paper, we introduce a novel algorithm, , for communication-efficiency distributed Deep Neural Network (DNN) training. is a joint training/com…
Wireless Federated Learning with Limited Communication and Differential Privacy
Amir Sonee, Stefano Rini, Yu-Chih Huang
This paper investigates the role of dimensionality reduction in efficient communication and differential privacy (DP) of the local datasets at the remote users for over-the-air com…
Iterative Collision Resolution for Slotted ALOHA with NOMA for Heterogeneous Devices
Yu-Chih Huang, Shin-Lin Shieh, Yu-Pin Hsu +1
In this paper, the problem of using uncoordinated multiple access (UMA) to serve a massive amount of heterogeneous users is investigated. Leveraging the heterogeneity, we propose a…
Discrete Signaling and Treating Interference as Noise for the Gaussian Interference Channel
Min Qiu, Yu-Chih Huang, Jinhong Yuan
The two-user Gaussian interference channel (G-IC) is revisited, with a particular focus on practically amenable discrete input signalling and treating interference as noise (TIN) r…
Analysis of Nakamoto Consensus, Revisited
Jianyu Niu, Chen Feng, Hoang Dau +2
In the Bitcoin white paper, Nakamoto proposed a very simple Byzantine fault tolerant consensus algorithm that is also known as Nakamoto consensus. Despite its simplicity, some exis…
Asymptotic Optimality in Byzantine Distributed Quickest Change Detection
Yu-Chih Huang, Yu-Jui Huang, Shih-Chun Lin
The Byzantine distributed quickest change detection (BDQCD) is studied, where a fusion center monitors the occurrence of an abrupt event through a bunch of distributed sensors that…