Junpeng Wang | DeepAI

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Featured Co-authors

Wei Zhang
393 publications
Liang Wang
119 publications
Hao Yang
100 publications
Jun Wu
63 publications
Bei Wang
55 publications
Kwan-Liu Ma
53 publications
Yan Zheng
41 publications
Jeff M. Phillips
36 publications
Vivek Srikumar
34 publications
Han-Wei Shen
26 publications
Shixia Liu
23 publications

∙ 07/18/2023

Sharpness-Aware Graph Collaborative Filtering

Graph Neural Networks (GNNs) have achieved impressive performance in col...

0 Huiyuan Chen, et al. ∙

∙ 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...

0 Junpeng Wang, et al. ∙

∙ 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...

0 Junpeng Wang, et al. ∙

∙ 03/06/2023

Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks

Adversarial attacks on a convolutional neural network (CNN) – injecting ...

0 Yiran Li, et al. ∙

∙ 07/19/2022

A Streamline-guided De-Homogenization Approach for Structural Design

We present a novel de-homogenization approach for efficient design of hi...

0 Junpeng Wang, et al. ∙

∙ 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...

0 Wenhao Sun, et al. ∙

∙ 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...

0 Yamei Tu, et al. ∙

∙ 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...

6 Chin-Chia Michael Yeh, et al. ∙

∙ 12/16/2021

3D-TSV: The 3D Trajectory-based Stress Visualizer

We present the 3D Trajectory-based Stress Visualizer (3D-TSV), a visual ...

0 Junpeng Wang, et al. ∙

∙ 09/21/2021

Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks

Predicting metrics associated with entities' transnational behavior with...

8 Chin-Chia Michael Yeh, et al. ∙

∙ 08/22/2021

Stress Topology Analysis for Porous Infill Optimization

The optimization of porous infill structures via local volume constraint...

0 Junpeng Wang, et al. ∙

∙ 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 ...

4 Archit Rathore, et al. ∙

∙ 11/05/2020

Merchant Category Identification Using Credit Card Transactions

Digital payment volume has proliferated in recent years with the rapid g...

7 Chin-Chia Michael Yeh, et al. ∙

∙ 09/14/2020

Interactive Focus+Context Rendering for Hexahedral Mesh Inspection

The visual inspection of a hexahedral mesh with respect to element quali...

0 Christoph Neuhauser, et al. ∙

∙ 09/08/2020

CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics

Convolutional neural networks (CNNs) have demonstrated extraordinarily g...

0 Guan Li, et al. ∙

∙ 08/01/2019

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations

We propose InSituNet, a deep learning based surrogate model to support p...

0 Wenbin He, et al. ∙

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