Search Results for author: Xueyuan Zhao

Found 4 papers, 1 papers with code

Source Feature Compression for Object Classification in Vision-Based Underwater Robotics

no code implementations28 Dec 2021 Xueyuan Zhao, Mehdi Rahmati, Dario Pompili

New efficient source feature compression solutions are proposed based on a two-stage Walsh-Hadamard Transform (WHT) for Convolutional Neural Network (CNN)-based object classification in underwater robotics.

Classification Feature Compression +2

Configuration Learning in Underwater Optical Links

no code implementations3 Aug 2020 Xueyuan Zhao, Zhuoran Qi, Dario Pompili

Specifically, this configuration learning problem is investigated in an underwater optical communication system with signal processing performance metric of the physical-layer communication throughput.

Transform-Domain Classification of Human Cells based on DNA Methylation Datasets

no code implementations31 Dec 2019 Xueyuan Zhao, Dario Pompili

DNA methylation profile variations are observed in human cells with the progression of disease stages, and the proposal is based on this DNA methylation variation to classify normal and disease cells including cancer cells.

BIG-bench Machine Learning Classification +2

Flash Boys 2.0: Frontrunning, Transaction Reordering, and Consensus Instability in Decentralized Exchanges

5 code implementations10 Apr 2019 Philip Daian, Steven Goldfeder, Tyler Kell, Yunqi Li, Xueyuan Zhao, Iddo Bentov, Lorenz Breidenbach, Ari Juels

We study the breadth of DEX arbitrage bots in a subset of transactions that yield quantifiable revenue to these bots.

Cryptography and Security Computer Science and Game Theory

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