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08/22/2023
MusicJam: Visualizing Music Insights via Generated Narrative Illustrations
Visualizing the insights of the invisible music is able to bring listene...
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04/19/2023
A Survey of Developable Surfaces: From Shape Modeling to Manufacturing
Developable surfaces are commonly observed in various applications such ...
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12/02/2022
Meta-Shop: Improving Item Advertisement For Small Businesses
In this paper, we study item advertisements for small businesses. This a...
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11/18/2022
Policy Learning for Nonlinear Model Predictive Control with Application to USVs
The unaffordable computation load of nonlinear model predictive control ...
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09/06/2022
Erato: Cooperative Data Story Editing via Fact Interpolation
As an effective form of narrative visualization, visual data stories are...
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06/07/2022
Code-DKT: A Code-based Knowledge Tracing Model for Programming Tasks
Knowledge tracing (KT) models are a popular approach for predicting stud...
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04/18/2022
Learning Similarity Preserving Binary Codes for Recommender Systems
Hashing-based Recommender Systems (RSs) are widely studied to provide sc...
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02/15/2022
Efficient Cross-Modal Retrieval via Deep Binary Hashing and Quantization
Cross-modal retrieval aims to search for data with similar semantic mean...
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09/17/2021
Achieving Model Fairness in Vertical Federated Learning
Vertical federated learning (VFL), which enables multiple enterprises po...
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06/26/2021
Decentralized Composite Optimization in Stochastic Networks: A Dual Averaging Approach with Linear Convergence
Decentralized optimization, particularly the class of decentralized comp...
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04/21/2021
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things
Federated learning (FL) brings collaborative intelligence into industrie...
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03/07/2021
Toward Semi-Automatic Misconception Discovery Using Code Embeddings
Understanding students' misconceptions is important for effective teachi...
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10/20/2020
Calliope: Automatic Visual Data Story Generation from a Spreadsheet
Visual data stories shown in the form of narrative visualizations such a...
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10/14/2020
Chinese Lexical Simplification
Lexical simplification has attracted much attention in many languages, w...
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09/29/2020
TEST_POSITIVE at W-NUT 2020 Shared Task-3: Joint Event Multi-task Learning for Slot Filling in Noisy Text
The competition of extracting COVID-19 events from Twitter is to develop...
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08/07/2019
Task-Oriented Optimal Sequencing of Visualization Charts
A chart sequence is used to describe a series of visualization charts ge...
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07/29/2019
EcoLens: Visual Analysis of Urban Region Dynamics Using Traffic Data
The rapid development of urbanization during the past decades has signif...
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05/14/2019
Visual Analytics of Anomalous User Behaviors: A Survey
The increasing accessibility of data provides substantial opportunities ...
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01/31/2019
Multi-dimensional Tensor Sketch
Sketching refers to a class of randomized dimensionality reduction metho...
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01/17/2019
Metaflow: A DAG-Based Network Abstraction for Distributed Applications
In the past decade, increasingly network scheduling techniques have been...
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10/16/2018
Deep neural network based i-vector mapping for speaker verification using short utterances
Text-independent speaker recognition using short utterances is a highly ...
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04/06/2018
Question Type Guided Attention in Visual Question Answering
Visual Question Answering (VQA) requires integration of feature maps wit...
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03/21/2018
Connectivity-Preserving Coordination Control of Multi-Agent Systems with Time-Varying Delays
This paper presents a distributed position synchronization strategy that...
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03/09/2018
Accurate and Efficient Estimation of Small P-values with the Cross-Entropy Method: Applications in Genomic Data Analysis
Small p-values are often required to be accurately estimated in large sc...
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02/08/2018
PoTrojan: powerful neural-level trojan designs in deep learning models
With the popularity of deep learning (DL), artificial intelligence (AI) ...
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06/20/2017
Compact Tensor Pooling for Visual Question Answering
Performing high level cognitive tasks requires the integration of featur...
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10/15/2015
