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07/18/2023
Sharpness-Aware Graph Collaborative Filtering
Graph Neural Networks (GNNs) have achieved impressive performance in col...
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07/15/2023
Visual Analytics For Machine Learning: A Data Perspective Survey
The past decade has witnessed a plethora of works that leverage the powe...
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05/30/2023
NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators with 3D-Stacked-DRAM
With the widespread use of deep neural networks(DNNs) in intelligent sys...
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03/06/2023
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks
Adversarial attacks on a convolutional neural network (CNN) – injecting ...
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07/19/2022
A Streamline-guided De-Homogenization Approach for Structural Design
We present a novel de-homogenization approach for efficient design of hi...
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02/01/2022
Sense: Model Hardware Co-design for Accelerating Sparse Neural Networks
Sparsity is an intrinsic property of neural network(NN). Many software r...
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01/25/2022
SQRQuerier: A Visual Querying Framework for Cross-national Survey Data Recycling
Public opinion surveys constitute a powerful tool to study peoples' atti...
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12/24/2021
Error-bounded Approximate Time Series Joins using Compact Dictionary Representations of Time Series
The matrix profile is an effective data mining tool that provides simila...
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12/16/2021
3D-TSV: The 3D Trajectory-based Stress Visualizer
We present the 3D Trajectory-based Stress Visualizer (3D-TSV), a visual ...
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09/21/2021
Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks
Predicting metrics associated with entities' transnational behavior with...
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08/22/2021
Stress Topology Analysis for Porous Infill Optimization
The optimization of porous infill structures via local volume constraint...
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04/06/2021
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations
Word vector embeddings have been shown to contain and amplify biases in ...
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11/05/2020
Merchant Category Identification Using Credit Card Transactions
Digital payment volume has proliferated in recent years with the rapid g...
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09/14/2020
Interactive Focus+Context Rendering for Hexahedral Mesh Inspection
The visual inspection of a hexahedral mesh with respect to element quali...
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09/08/2020
CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics
Convolutional neural networks (CNNs) have demonstrated extraordinarily g...
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08/01/2019