Shuai Wang

Learning Centric Wireless Resource Allocation for Edge Computing: Algorithm and Experiment

Edge intelligence is an emerging network architecture that integrates se...
10/29/2020 ∙ by Liangkai Zhou, et al. ∙ 11 ∙ share

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Reconfigurable Intelligent Surface Aided Secure Transmission: Outage-Constrained Energy-Efficiency Maximization

Reconfigurable intelligent surface (RIS) has the potential to significan...
10/29/2020 ∙ by Zongze Li, et al. ∙ 0 ∙ share

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A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining

Classifying and resolving coreferences of objects (e.g., product names) ...
10/11/2020 ∙ by Jiahua Chen, et al. ∙ 0 ∙ share

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Resource-Enhanced Neural Model for Event Argument Extraction

Event argument extraction (EAE) aims to identify the arguments of an eve...
10/06/2020 ∙ by Jie Ma, et al. ∙ 0 ∙ share

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F2ED-Learning: Good Fences Make Good Neighbors

In this paper, we present F2ED-Learning, the first federated learning pr...
10/02/2020 ∙ by Lun Wang, et al. ∙ 1 ∙ share

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Matrix-Monotonic Optimization Part II: Multi-Variable Optimization

In contrast to Part I of this treatise [1] that focuses on the optimizat...
09/24/2020 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

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End-to-End Speaker-Dependent Voice Activity Detection

Voice activity detection (VAD) is an essential pre-processing step for t...
09/21/2020 ∙ by Yefei Chen, et al. ∙ 0 ∙ share

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Edge Learning with Unmanned Ground Vehicle: Joint Path, Energy and Sample Size Planning

Edge learning (EL), which uses edge computing as a platform to execute m...
09/07/2020 ∙ by Dan Liu, et al. ∙ 0 ∙ share

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Learning Centric Power Allocation for Edge Intelligence

While machine-type communication (MTC) devices generate massive data, th...
07/21/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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An Edge Computing-based Photo Crowdsourcing Framework for Real-time 3D Reconstruction

Image-based three-dimensional (3D) reconstruction utilizes a set of phot...
07/03/2020 ∙ by Shuai Yu, et al. ∙ 0 ∙ share

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Local Indicator of Colocation Quotient with a Statistical Significance Test: Examining Spatial Association of Crime and Facilities

Most existing point-based colocation methods are global measures (e.g., ...
05/30/2020 ∙ by Fahui Wang, et al. ∙ 0 ∙ share

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Deep Job Understanding at LinkedIn

As the world's largest professional network, LinkedIn wants to create ec...
05/29/2020 ∙ by Shan Li, et al. ∙ 0 ∙ share

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Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon

Sentiment lexicons are instrumental for sentiment analysis. One can use ...
04/29/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Improving Positive Unlabeled Learning: Practical AUL Estimation and New Training Method for Extremely Imbalanced Data Sets

Positive Unlabeled (PU) learning is widely used in many applications, wh...
04/21/2020 ∙ by Liwei Jiang, et al. ∙ 0 ∙ share

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Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events

In this paper, we propose a neural architecture and a set of training me...
04/08/2020 ∙ by Miguel Ballesteros, et al. ∙ 0 ∙ share

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MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension

Referring expression comprehension (REC) aims to localize a text-related...
03/18/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Intelligent Home 3D: Automatic 3D-House Design from Linguistic Descriptions Only

Home design is a complex task that normally requires architects to finis...
03/01/2020 ∙ by Qi Chen, et al. ∙ 0 ∙ share

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Angle Aware User Cooperation for Secure Massive MIMO in Rician Fading Channel

Massive multiple-input multiple-output communications can achieve high-l...
02/24/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing

Recently, federated learning (FL) has drawn significant attention due to...
02/12/2020 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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WatchDog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes

Vehicle tracking, a core application to smart city video analytics, is b...
02/11/2020 ∙ by Zheng Dong, et al. ∙ 0 ∙ share

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Metamorphic Testing for Object Detection Systems

Recent advances in deep neural networks (DNNs) have led to object detect...
12/19/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Machine Intelligence at the Edge with Learning Centric Power Allocation

While machine-type communication (MTC) devices generate considerable amo...
11/12/2019 ∙ by Shuai Wang, et al. ∙ 38 ∙ share

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Building an Application Independent Natural Language Interface

Traditional approaches to building natural language (NL) interfaces typi...
10/30/2019 ∙ by Sahisnu Mazumder, et al. ∙ 0 ∙ share

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BUT System Description to VoxCeleb Speaker Recognition Challenge 2019

In this report, we describe the submission of Brno University of Technol...
10/16/2019 ∙ by Hossein Zeinali, et al. ∙ 0 ∙ share

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Lifelong and Interactive Learning of Factual Knowledge in Dialogues

Dialogue systems are increasingly using knowledge bases (KBs) storing re...
07/31/2019 ∙ by Sahisnu Mazumder, et al. ∙ 1 ∙ share

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Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Recently, speaker embeddings extracted from a speaker discriminative dee...
06/18/2019 ∙ by Xu Xiang, et al. ∙ 0 ∙ share

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Forward and Backward Knowledge Transfer for Sentiment Classification

This paper studies the problem of learning a sequence of sentiment class...
06/08/2019 ∙ by Hao Wang, et al. ∙ 2 ∙ share

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Clustering by Orthogonal NMF Model and Non-Convex Penalty Optimization

The non-negative matrix factorization (NMF) model with an additional ort...
06/03/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Identifying Cache-Based Side Channels through Secret-Augmented Abstract Interpretation

Cache-based side channels enable a dedicated attacker to reveal program ...
05/30/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Hybrid Transceiver Optimization for Multi-Hop Communications

Multi-hop communication with the aid of large-scale antenna arrays will ...
03/09/2019 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

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Backscatter Data Collection with Unmanned Ground Vehicle: Mobility Management and Power Allocation

Collecting data from massive Internet of Things (IoT) devices is a chall...
02/27/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Joint Communication and Motion Energy Minimization in UGV Backscatter Communication

While backscatter communication emerges as a promising solution to reduc...
02/26/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Massive MIMO Multicast Beamforming Via Accelerated Random Coordinate Descent

One key feature of massive multiple-input multiple-output systems is the...
02/07/2019 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Unified Overview of Matrix-Monotonic Optimization for MIMO Transceivers

Matrix-monotonic optimization exploits the monotonic nature of positive ...
10/26/2018 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

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New Viewpoint and Algorithms for Water-Filling Solutions in Wireless Communications

Water-filling solutions play an important role in the designs for wirele...
08/06/2018 ∙ by Chengwen Xing, et al. ∙ 0 ∙ share

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Deep Discriminant Analysis for i-vector Based Robust Speaker Recognition

Linear Discriminant Analysis (LDA) has been used as a standard post-proc...
05/03/2018 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning

Given a target name, which can be a product aspect or entity, identifyin...
02/16/2018 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Deep Learning for Sentiment Analysis : A Survey

Deep learning has emerged as a powerful machine learning technique that ...
01/24/2018 ∙ by Lei Zhang, et al. ∙ 0 ∙ share

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Contextual and Position-Aware Factorization Machines for Sentiment Classification

While existing machine learning models have achieved great success for s...
01/18/2018 ∙ by Shuai Wang, et al. ∙ 0 ∙ share

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Shuai Wang

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