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09/11/2023
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models
Nowadays, the versatile capabilities of Pre-trained Large Language Model...
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06/25/2023
High Order Morley Elements for Biharmonic Equations on Polytopal Partitions
This paper introduces an extension of the Morley element for approximati...
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05/26/2023
Faster Ray Tracing through Hierarchy Cut Code
We propose a novel ray reordering technique to accelerate the ray tracin...
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05/15/2023
Generalized weak Galerkin finite element methods for second order elliptic problems
This article proposes and analyzes the generalized weak Galerkin (gWG) f...
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04/16/2023
GLHAD: A Group Lasso-based Hybrid Attack Detection and Localization Framework for Multistage Manufacturing Systems
As Industry 4.0 and digitalization continue to advance, the reliance on ...
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02/13/2023
Generalized Weak Galerkin Finite Element Methods for Biharmonic Equations
The generalized weak Galerkin (gWG) finite element method is proposed an...
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12/24/2022
An L^p-primal-dual finite element method for first-order transport problems
A new L^p-primal-dual weak Galerkin method (L^p-PDWG) with p>1 is propos...
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10/31/2022
Weak Galerkin methods based Morley elements on general polytopal partitions
A new weak Galerkin method based on the weak tangential derivative and w...
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10/30/2022
Curved Elements in Weak Galerkin Finite Element Methods
A mathematical analysis is established for the weak Galerkin finite elem...
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06/24/2022
Eco-driving for Electric Connected Vehicles at Signalized Intersections: A Parameterized Reinforcement Learning approach
This paper proposes an eco-driving framework for electric connected vehi...
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05/07/2022
Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review
The advent of Federated Learning (FL) has ignited a new paradigm for par...
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04/23/2022
A Novel Splitting Criterion Inspired by Geometric Mean Metric Learning for Decision Tree
Decision tree (DT) attracts persistent research attention due to its imp...
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02/13/2022
Improve Deep Image Inpainting by Emphasizing the Complexity of Missing Regions
Deep image inpainting research mainly focuses on constructing various ne...
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12/16/2021
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing
Graph neural networks (GNNs) have extended the success of deep neural ne...
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12/08/2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction
With the booming of pre-trained transformers, remarkable progress has be...
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09/23/2021
Paint4Poem: A Dataset for Artistic Visualization of Classical Chinese Poems
In this work we propose a new task: artistic visualization of classical ...
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07/31/2021
Missingness Augmentation: A General Approach for Improving Generative Imputation Models
Despite tremendous progress in missing data imputation task, designing n...
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06/27/2021
Reward-Based 1-bit Compressed Federated Distillation on Blockchain
The recent advent of various forms of Federated Knowledge Distillation (...
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06/04/2021
Analyzing Open-Source Serverless Platforms: Characteristics and Performance
Serverless computing is increasingly popular because of its lower cost a...
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05/28/2021
High Performance and Scalable NAT System on Commodity Platforms
Quick network address translation (NAT) is proposed to improve the netwo...
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05/09/2021
Quick NAT: High performance NAT system on commodity platforms
NAT gateway is an important network system in today's IPv4 network when ...
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02/22/2021
An Online Approach to Cyberattack Detection and Localization in Smart Grid
Complex interconnections between information technology and digital cont...
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02/18/2021
Online Optimization and Learning in Uncertain Dynamical Environments with Performance Guarantees
We propose a new framework to solve online optimization and learning pro...
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01/19/2021
Electrocardiogram Classification and Visual Diagnosis of Atrial Fibrillation with DenseECG
Atrial Fibrillation (AF) is a common cardiac arrhythmia affecting a larg...
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10/18/2020
Blockchain Based Decentralized Cyber Attack Detection for Large Scale Power Systems
Large scale power systems are comprised of regional utilities with IIoT ...
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10/08/2020
Improve Adversarial Robustness via Weight Penalization on Classification Layer
It is well-known that deep neural networks are vulnerable to adversarial...
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09/25/2020
Deep Learning based Covert Attack Identification for Industrial Control Systems
Cybersecurity of Industrial Control Systems (ICS) is drawing significant...
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06/25/2020
A simplified primal-dual weak Galerkin finite element method for Fokker-Planck type equations
A simplified primal-dual weak Galerkin (S-PDWG) finite element method is...
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05/24/2020
Query Resolution for Conversational Search with Limited Supervision
In this work we focus on multi-turn passage retrieval as a crucial compo...
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04/21/2020
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...
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03/17/2020
High-Confidence Attack Detection via Wasserstein-Metric Computations
This paper considers a sensor attack and fault detection problem for lin...
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02/09/2020
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
We present the findings of "The Alzheimer's Disease Prediction Of Longit...
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11/26/2019
ATCSpeech: a multilingual pilot-controller speech corpus from real Air Traffic Control environment
Automatic Speech Recognition (ASR) is greatly developed in recent years,...
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11/22/2019
Data-driven Variable Speed Limit Design with Performance Guarantees for Highways
This paper studies the data-driven design of variable speed limits for h...
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11/18/2019
Understanding Open Source Serverless Platforms: Design Considerations and Performance
Serverless computing is increasingly popular because of the promise of l...
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10/30/2019
A Primal-dual weak Galerkin finite element method for linear convection equations in non-divergence form
A new primal-dual weak Galerkin (PD-WG) finite element method was develo...
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10/30/2019
Primal-dual weak Galerkin finite element methods for linear convection equations in non-divergence form
A new primal-dual weak Galerkin (PD-WG) finite element method was develo...
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10/15/2019
CRISLoc: Reconstructable CSI Fingerprintingfor Indoor Smartphone Localization
Channel state information (CSI) based fingerprinting for WIFI indoor loc...
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08/19/2019
LabelECG: A Web-based Tool for Distributed Electrocardiogram Annotation
Electrocardiography plays an essential role in diagnosing and screening ...
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06/10/2019
Efficient Bayesian estimation for GARCH-type models via Sequential Monte Carlo
This paper exploits the advantages of sequential Monte Carlo (SMC) to de...
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02/18/2019
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks
Early detection of incipient faults is of vital importance to reducing m...
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02/18/2019
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection
It is important to identify the change point of a system's health status...
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02/06/2019
The relative efficiency of time-to-progression and continuous measures of cognition in pre-symptomatic Alzheimer's
Pre-symptomatic (or Preclinical) Alzheimer's Disease is defined by bioma...
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01/15/2019
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
The prevalence of networked sensors and actuators in many real-world sys...
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10/12/2018
Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers
The goal of a technology-assisted review is to achieve high recall with ...
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09/13/2018
Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series
Today's Cyber-Physical Systems (CPSs) are large, complex, and affixed wi...
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07/01/2018
Performance Analysis of Indoor THz Communications with One-Bit Precoding
In this paper, the performance of indoor Terahertz (THz) communication s...
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06/25/2018
EAST Real-Time VOD System Based on MDSplus
As with EAST (Experimental Advanced Superconducting Tokamak) experimenta...
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01/31/2018
ILPS at TREC 2017 Common Core Track
The TREC 2017 Common Core Track aimed at gathering a diverse set of part...
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09/06/2017