Rui Yang

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University of Illinois at Urbana-Champaign

Experimental Quantum Generative Adversarial Networks for Image Generation

Quantum machine learning is expected to be one of the first practical ap...
10/13/2020 ∙ by He-Liang Huang, et al. ∙ 0 ∙ share

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Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

We study the offline meta-reinforcement learning (OMRL) problem, a parad...
10/02/2020 ∙ by Lanqing Li, et al. ∙ 0 ∙ share

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Safe Online Learning Tracking Control for Quadrotors under Wind Disturbances

Enforcing safety on precise trajectory tracking is critical for aerial r...
09/04/2020 ∙ by Lei Zheng, et al. ∙ 0 ∙ share

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Learning-Based Safety-Stability-Driven Control for Safety-Critical Systems under Model Uncertainties

Safety and tracking stability are crucial for safety-critical systems su...
08/08/2020 ∙ by Lei Zheng, et al. ∙ 0 ∙ share

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Home, SafeHome: Smart Home Reliability with Visibility and Atomicity

Smart environments (homes, factories, hospitals, buildings) contain an i...
07/24/2020 ∙ by Shegufta Bakht Ahsan, et al. ∙ 0 ∙ share

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A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

Objective: We propose an end-to-end CNN-based locating model for pulmona...
10/22/2019 ∙ by Jiwei Liu, et al. ∙ 17 ∙ share

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An Uplink Control Channel Design with Complementary Sequences for Unlicensed Bands

In this study, we propose two schemes based on non-contiguous complement...
09/05/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Low-PAPR Multi-channel OOK Waveform for IEEE 802.11ba Wake-up Radio

The peak-to-average-power ratio (PAPR) of the frequency domain multiplex...
08/14/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Learning Target-oriented Dual Attention for Robust RGB-T Tracking

RGB-Thermal object tracking attempt to locate target object using comple...
08/12/2019 ∙ by Rui Yang, et al. ∙ 2 ∙ share

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Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity

In this paper, we propose Hard Person Identity Mining (HPIM) that attemp...
05/06/2019 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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A Reliable Uplink Control Channel Design with Complementary Sequences

In this study, we propose two schemes for uplink control channels based ...
04/02/2019 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Robust Matrix Completion State Estimation in Distribution Systems

Due to the insufficient measurements in the distribution system state es...
02/06/2019 ∙ by Bo Liu, et al. ∙ 0 ∙ share

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Pedestrian Attribute Recognition: A Survey

Recognizing pedestrian attributes is an important task in computer visio...
01/22/2019 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Incorporating various modes of information into the machine learning pro...
11/27/2018 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking

The tracking-by-detection framework requires a set of positive and negat...
11/25/2018 ∙ by Xiao Wang, et al. ∙ 0 ∙ share

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A Generic Complementary Sequence Encoder

In this study, we propose a generic complementary sequence (CS) encoder ...
10/04/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Sequence-Based OOK for Orthogonal Multiplexing of Wake-up Radio Signals and OFDM Waveforms

In this study, we propose an approach to constructing on-off keying (OOK...
08/09/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Timing Channel in IaaS: How to Identify and Investigate

Recently, the IaaS (Infrastructure as a Service) Cloud (e.g., Amazon EC2...
04/05/2018 ∙ by Xiao Fu, et al. ∙ 0 ∙ share

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A Comparison of SC-FDE and UW DFT-s-OFDM for Millimeter Wave Communications

In this study, we compare the single-carrier (SC) waveform adopted in IE...
01/28/2018 ∙ by Alphan Sahin, et al. ∙ 0 ∙ share

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Rui Yang

Featured Co-authors

Yang Liu

Dacheng Tao

Xiaojiang Du

Bo Liu

Xiao Wang

Tongliang Liu

Jin Tang

Xiaofei Wang

Bin Luo

Tao Sun

Xiao Fu

Experimental Quantum Generative Adversarial Networks for Image Generation

Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization

Safe Online Learning Tracking Control for Quadrotors under Wind Disturbances

Learning-Based Safety-Stability-Driven Control for Safety-Critical Systems under Model Uncertainties

Home, SafeHome: Smart Home Reliability with Visibility and Atomicity

A Locating Model for Pulmonary Tuberculosis Diagnosis in Radiographs

An Uplink Control Channel Design with Complementary Sequences for Unlicensed Bands

Low-PAPR Multi-channel OOK Waveform for IEEE 802.11ba Wake-up Radio

Learning Target-oriented Dual Attention for Robust RGB-T Tracking

Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity

A Reliable Uplink Control Channel Design with Complementary Sequences

Robust Matrix Completion State Estimation in Distribution Systems

Pedestrian Attribute Recognition: A Survey

Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning

Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking

A Generic Complementary Sequence Encoder

Sequence-Based OOK for Orthogonal Multiplexing of Wake-up Radio Signals and OFDM Waveforms

Timing Channel in IaaS: How to Identify and Investigate

A Comparison of SC-FDE and UW DFT-s-OFDM for Millimeter Wave Communications