Yi Chen

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New Jersey Institute of Technology ∙ The Chinese University of Hong Kong, Shenzhen

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Hybrid Adversarial Inverse Reinforcement Learning

In this paper, we investigate the problem of the inverse reinforcement l...
02/04/2021 ∙ by Mingqi Yuan, et al. ∙ 1 ∙ share

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Channel Measurement and Ray-Tracing-Statistical Hybrid Modeling for Low-Terahertz Indoor Communications

TeraHertz (THz) communications are envisioned as a promising technology,...
01/29/2021 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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Variable Division and Optimization for Constrained Multiobjective Portfolio Problems

Variable division and optimization (D&O) is a frequently utilized algori...
01/21/2021 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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Fairness-Oriented Scheduling for Bursty Traffic in OFDMA Downlink Systems Using Multi-Agent Reinforcement Learning

User scheduling is a classical problem and key technology in wireless co...
12/30/2020 ∙ by Mingqi Yuan, et al. ∙ 21 ∙ share

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Reverse-engineering Bar Charts Using Neural Networks

Reverse-engineering bar charts extracts textual and numeric information ...
09/05/2020 ∙ by Fangfang Zhou, et al. ∙ 18 ∙ share

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Nearly Dimension-Independent Sparse Linear Bandit over Small Action Spaces via Best Subset Selection

We consider the stochastic contextual bandit problem under the high dime...
09/04/2020 ∙ by Yining Wang, et al. ∙ 5 ∙ share

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Patient ADE Risk Prediction through Hierarchical Time-Aware Neural Network Using Claim Codes

Adverse drug events (ADEs) are a serious health problem that can be life...
08/20/2020 ∙ by Jinhe Shi, et al. ∙ 14 ∙ share

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Confidential Attestation: Efficient in-Enclave Verification of Privacy Policy Compliance

A trusted execution environment (TEE) such as Intel Software Guard Exten...
07/20/2020 ∙ by Weijie Liu, et al. ∙ 0 ∙ share

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Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion

Langevin diffusion is a powerful method for nonconvex optimization, whic...
07/04/2020 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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Towards in-store multi-person tracking using head detection and track heatmaps

Computer vision algorithms are being implemented across a breadth of ind...
05/16/2020 ∙ by Aibek Musaev, et al. ∙ 8 ∙ share

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To be Tough or Soft: Measuring the Impact of Counter-Ad-blocking Strategies on User Engagement

The fast growing ad-blocker usage results in large revenue decrease for ...
02/16/2020 ∙ by Shuai Zhao, et al. ∙ 0 ∙ share

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A Compressed Coding Scheme for Evolutionary Algorithms in Mixed-Integer Programming: A Case Study on Multi-Objective Constrained Portfolio Optimization

A lot of real-world applications could be modeled as the Mixed-Integer N...
09/19/2019 ∙ by Yi Chen, et al. ∙ 2 ∙ share

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An Improved Reversible Data Hiding Scheme by Changing Modification Direction of Partial Coefficients in JPEG Images

This paper first reviews the reversible data hiding scheme, of Liu et al...
04/18/2018 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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A Novel Reversible Data Hiding Employing All Quantized Nonzero AC Coefficients in JPEG Images

This paper revisits the reversible data hiding scheme, of Liu et al. in ...
04/18/2018 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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Reversible Video Data Hiding Using Zero QDCT Coefficient-Pairs

There exist many zero quantized discrete cosine transform (QDCT) coeffic...
04/18/2018 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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Intra-Frame Error Concealment Scheme using 3D Reversible Data Hiding in Mobile Cloud Environment

Data in mobile cloud environment are mainly transmitted via wireless noi...
04/03/2018 ∙ by Yanli Chen, et al. ∙ 0 ∙ share

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Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning

Asymmetry analysis based on the overlapping of thermal images proved abl...
06/11/2016 ∙ by Naima Kaabouch, et al. ∙ 0 ∙ share

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Bio-inspired data mining: Treating malware signatures as biosequences

The application of machine learning to bioinformatics problems is well e...
02/15/2013 ∙ by Ajit Narayanan, et al. ∙ 0 ∙ share

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Discriminative Local Sparse Representations for Robust Face Recognition

A key recent advance in face recognition models a test face image as a s...
11/08/2011 ∙ by Yi Chen, et al. ∙ 0 ∙ share

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