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On the limits of algorithmic prediction across the globe

Mar 28, 2021
Xingyu Li, Difan Song, Miaozhe Han, Yu Zhang, Rene F. Kizilcec

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Blind stain separation using model-aware generative learning and its applications on fluorescence microscopy images

Feb 12, 2021
Xingyu Li

* Accepted by IPML2021 

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Stragglers Are Not Disaster: A Hybrid Federated Learning Algorithm with Delayed Gradients

Feb 12, 2021
Xingyu Li, Zhe Qu, Bo Tang, Zhuo Lu

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Learning with Instance-Dependent Label Noise: A Sample Sieve Approach

Oct 05, 2020
Hao Cheng, Zhaowei Zhu, Xingyu Li, Yifei Gong, Xing Sun, Yang Liu

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Stain Style Transfer of Histopathology Images Via Structure-Preserved Generative Learning

Jul 24, 2020
Hanwen Liang, Konstantinos N. Plataniotis, Xingyu Li

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How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images?

May 09, 2020
Xingyu Li, Konstantinos N. Plataniotis

* Experimentation data correction 

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Analysis of the Synergy between Modularity and Autonomy in an Artificial Intelligence Based Fleet Competition

Jul 02, 2019
Xingyu Li, Mainak Mitra, Bogdan I. Epureanu

* 4 pages, 4 figures, 2019 NDIA Ground Vehicle Systems Engineering and Technology Symposium 

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Discriminative Pattern Mining for Breast Cancer Histopathology Image Classification via Fully Convolutional Autoencoder

Feb 27, 2019
Xingyu Li, Marko Radulovic, Ksenija Kanjer, Konstantinos N. Plataniotis

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End-to-End Open-Domain Question Answering with BERTserini

Feb 05, 2019
Wei Yang, Yuqing Xie, Aileen Lin, Xingyu Li, Luchen Tan, Kun Xiong, Ming Li, Jimmy Lin

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Analysis of Fleet Modularity in an Artificial Intelligence-Based Attacker-Defender Game

Nov 09, 2018
Xingyu Li, Bogdan I. Epureanu

* 30 pages, 15 figures, manuscript to be submitted to European Journal of Operational Research 

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