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Automated Seizure Detection and Seizure Type Classification From Electroencephalography With a Graph Neural Network and Self-Supervised Pre-Training

Apr 16, 2021
Siyi Tang, Jared A. Dunnmon, Khaled Saab, Xuan Zhang, Qianying Huang, Florian Dubost, Daniel L. Rubin, Christopher Lee-Messer

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A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning

Apr 01, 2021
Haizhou Liu, Xuan Zhang, Xinwei Shen, Hongbin Sun

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DIG: A Turnkey Library for Diving into Graph Deep Learning Research

Mar 23, 2021
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Zhao Xu, Haiyang Yu, Jingtun Zhang, Yi Liu, Keqiang Yan, Bora Oztekin, Haoran Liu, Xuan Zhang, Cong Fu, Shuiwang Ji

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Sent2Matrix: Folding Character Sequences in Serpentine Manifolds for Two-Dimensional Sentence

Mar 15, 2021
Hongyang Gao, Yi Liu, Xuan Zhang, Shuiwang Ji

* 8 pages 

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Spherical Message Passing for 3D Graph Networks

Feb 26, 2021
Yi Liu, Limei Wang, Meng Liu, Xuan Zhang, Bora Oztekin, Shuiwang Ji

* 16 pages, 8 figures, 8 tables 

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RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks with Fine-Grain Utilization

Jan 27, 2021
An Zou, Jing Li, Christopher D. Gill, Xuan Zhang

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Disentangled Recurrent Wasserstein Autoencoder

Jan 19, 2021
Jun Han, Martin Renqiang Min, Ligong Han, Li Erran Li, Xuan Zhang

* ICLR 2021 

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On the Convergence of Tsetlin Machines for the XOR Operator

Jan 07, 2021
Lei Jiao, Xuan Zhang, Ole-Christoffer Granmo, K. Darshana Abeyrathna

* 31 pages, 3 figures 

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Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing

Oct 17, 2020
Jinghan Yang, Adith Boloor, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik

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On the Convergence of Tsetlin Machines for the IDENTITY- and NOT Operators

Jul 28, 2020
Xuan Zhang, Lei Jiao, Ole-Christoffer Granmo, Morten Goodwin

* 23 pages, 10 figures 

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Impact of Bias on School Admissions and Targeted Interventions

Apr 22, 2020
Yuri Faenza, Swati Gupta, Xuan Zhang

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Machine Translation System Selection from Bandit Feedback

Feb 22, 2020
Jason Naradowsky, Xuan Zhang, Kevin Duh

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Quaternion Product Units for Deep Learning on 3D Rotation Groups

Dec 17, 2019
Xuan Zhang, Shaofei Qin, Yi Xu, Hongteng Xu

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Neural Network-Inspired Analog-to-Digital Conversion to Achieve Super-Resolution with Low-Precision RRAM Devices

Nov 28, 2019
Weidong Cao, Liu Ke, Ayan Chakrabarti, Xuan Zhang

* 7 pages, ICCAD 2019 

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Attacking Vision-based Perception in End-to-End Autonomous Driving Models

Oct 02, 2019
Adith Boloor, Karthik Garimella, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang

* under review in the Journal of Systems Architecture 2019. arXiv admin note: substantial text overlap with arXiv:1903.05157 

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The Architectural Implications of Facebook's DNN-based Personalized Recommendation

Jun 18, 2019
Udit Gupta, Xiaodong Wang, Maxim Naumov, Carole-Jean Wu, Brandon Reagen, David Brooks, Bradford Cottel, Kim Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang

* 11 pages 

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Curriculum Learning for Domain Adaptation in Neural Machine Translation

May 14, 2019
Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat, Kevin Duh

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A Scheme for Continuous Input to the Tsetlin Machine with Applications to Forecasting Disease Outbreaks

May 10, 2019
K. Darshana Abeyrathna, Ole-Christoffer Granmo, Xuan Zhang, Morten Goodwin

* 14 pages 

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Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models

Mar 12, 2019
Adith Boloor, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang

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An Empirical Exploration of Curriculum Learning for Neural Machine Translation

Nov 02, 2018
Xuan Zhang, Gaurav Kumar, Huda Khayrallah, Kenton Murray, Jeremy Gwinnup, Marianna J Martindale, Paul McNamee, Kevin Duh, Marine Carpuat

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SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-Identification

Oct 16, 2018
Xing Fan, Hao Luo, Xuan Zhang, Lingxiao He, Chi Zhang, Wei Jiang

* accepted by ACCV 2018 

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AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference

May 21, 2018
Xin He, Liu Ke, Wenyan Lu, Guihai Yan, Xuan Zhang

* In International Symposium on Low Power Electronics and Design (ISLPED) 2018 

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AlignedReID: Surpassing Human-Level Performance in Person Re-Identification

Jan 31, 2018
Xuan Zhang, Hao Luo, Xing Fan, Weilai Xiang, Yixiao Sun, Qiqi Xiao, Wei Jiang, Chi Zhang, Jian Sun

* 9 pages, 8 figures 

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Multi-Target, Multi-Camera Tracking by Hierarchical Clustering: Recent Progress on DukeMTMC Project

Dec 27, 2017
Zhimeng Zhang, Jianan Wu, Xuan Zhang, Chi Zhang

* 4 pages, 1 figure 

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