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Bo Li
461 publications
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Don Towsley
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Yuan Liu
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Nan Li
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Rui Luo
22 publications

∙ 12/11/2022

Target Detection Framework for Lobster Eye X-Ray Telescopes with Machine Learning Algorithms

Lobster eye telescopes are ideal monitors to detect X-ray transients, be...

0 Peng Jia, et al. ∙

∙ 11/11/2022

Detection of Strongly Lensed Arcs in Galaxy Clusters with Transformers

Strong lensing in galaxy clusters probes properties of dense cores of da...

0 Peng Jia, et al. ∙

∙ 06/28/2021

The Deep Neural Network based Photometry Framework for Wide Field Small Aperture Telescopes

Wide field small aperture telescopes (WFSATs) are mainly used to obtain ...

0 Peng Jia, et al. ∙

∙ 11/20/2020

Smart obervation method with wide field small aperture telescopes for real time transient detection

Wide field small aperture telescopes (WFSATs) are commonly used for fast...

1 Peng Jia, et al. ∙

∙ 11/20/2020

Modelling the Point Spread Function of Wide Field Small Aperture Telescopes With Deep Neural Networks – Applications in Point Spread Function Estimation

The point spread function (PSF) reflects states of a telescope and plays...

0 Peng Jia, et al. ∙

∙ 11/20/2020

Compressive Shack-Hartmann Wavefront Sensing based on Deep Neural Networks

The Shack-Hartmann wavefront sensor is widely used to measure aberration...

1 Peng Jia, et al. ∙

∙ 11/07/2020

Data–driven Image Restoration with Option–driven Learning for Big and Small Astronomical Image Datasets

Image restoration methods are commonly used to improve the quality of as...

6 Peng Jia, et al. ∙

∙ 03/02/2020

PSF–NET: A Non-parametric Point Spread Function Model for Ground Based Optical Telescopes

Ground based optical telescopes are seriously affected by atmospheric tu...

7 Peng Jia, et al. ∙

∙ 02/21/2020

Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide Field Small Aperture Telescopes

Wide field small aperture telescopes are widely used in optical transien...

15 Peng Jia, et al. ∙

∙ 01/31/2020

Point Spread Function Modelling for Wide Field Small Aperture Telescopes with a Denoising Autoencoder

The point spread function reflects the state of an optical telescope and...

0 Peng Jia, et al. ∙

∙ 08/04/2019

A systematic review of fuzzing based on machine learning techniques

Security vulnerabilities play a vital role in network security system. F...

0 Yan Wang, et al. ∙

∙ 07/29/2019

Solar Image Restoration with the Cycle-GAN Based on Multi-Fractal Properties of Texture Features

Texture is one of the most obvious characteristics in solar images and i...

2 Peng Jia, et al. ∙

∙ 05/24/2019

Perception Evaluation -- A new solar image quality metric based on the multi-fractal property of texture features

Next-generation ground-based solar observations require good image quali...

0 Yi Huang, et al. ∙

∙ 04/29/2019

Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks

Wide field small aperture telescopes are working horses for fast sky sur...

0 Peng Jia, et al. ∙

∙ 01/03/2019

A Fast Sketch Method for Mining User Similarities over Fully Dynamic Graph Streams

Many real-world networks such as Twitter and YouTube are given as fully ...

0 Peng Jia, et al. ∙

∙ 11/22/2018

REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel

Recently, considerable efforts have been devoted to approximately comput...

0 Pinghui Wang, et al. ∙

∙ 11/22/2018

Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities over Time

Online monitoring user cardinalities (or degrees) in graph streams is fu...

0 Pinghui Wang, et al. ∙

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