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1808.09074
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EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection
28 August 2018
Quan Li
Kristanto Sean Njotoprawiro
Hammad Haleem
Qiaoan Chen
Chris Yi
Xiaojuan Ma
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Papers citing
"EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection"
31 / 31 papers shown
Simbanex: Similarity-based Exploration of IEEE VIS Publications
Daniel Witschard
Ilir Jusufi
Andreas Kerren
216
0
0
31 Aug 2024
GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks
Hsiao-Ying Lu
Yiran Li
Ujwal Pratap Krishna Kaluvakolanu Thyagarajan
K. Ma
449
1
0
06 Jun 2024
Compressing and Interpreting Word Embeddings with Latent Space Regularization and Interactive Semantics Probing
Haoyu Li
Junpeng Wang
Yan Zheng
Liang Wang
Wei Zhang
Han-Wei Shen
192
3
0
25 Mar 2024
GenLens: A Systematic Evaluation of Visual GenAI Model Outputs
IEEE Pacific Visualization Symposium (PacificVis), 2024
Tica Lin
Hanspeter Pfister
Jui-Hsien Wang
ELM
294
1
0
06 Feb 2024
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis
Shashank Kotyan
Tatsuya Ueda
Danilo Vasconcellos Vargas
344
4
0
07 Dec 2023
EmbeddingTree: Hierarchical Exploration of Entity Features in Embedding
IEEE Pacific Visualization Symposium (PacificVis), 2023
Yan Zheng
Junpeng Wang
Chin-Chia Michael Yeh
Yujie Fan
Huiyuan Chen
Liang Wang
Wei Zhang
143
3
0
02 Aug 2023
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Ouyang Yang
Yuchen Wu
He Wang
Chenyang Zhang
Furui Cheng
Chang Jiang
Lixia Jin
Yuanwu Cao
Qu Li
199
18
0
23 Jul 2023
Visual Analytics For Machine Learning: A Data Perspective Survey
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Junpeng Wang
Shixia Liu
Wei Zhang
HAI
261
42
0
15 Jul 2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zijie J. Wang
Fred Hohman
Duen Horng Chau
250
39
0
15 Jun 2023
AttentionViz: A Global View of Transformer Attention
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Catherine Yeh
Yida Chen
Aoyu Wu
Cynthia Chen
Fernanda Viégas
Martin Wattenberg
ViT
481
101
0
04 May 2023
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space
Creativity & Cognition (C&C), 2022
David Chuan-En Lin
Fabian Caba Heilbron
Joon-Young Lee
Oliver Wang
Nikolas Martelaro
VGen
268
6
0
22 Nov 2022
RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics
International Conference on Human Factors in Computing Systems (CHI), 2022
Laixin Xie
Ziming Wu
Peng Xu
Wei Li
Xiaojuan Ma
Quan Li
169
9
0
19 Oct 2022
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings
Agapi Rissaki
Bruno Scarone
David Liu
Aditeya Pandey
Brennan Klein
Tina Eliassi-Rad
M. Borkin
FaML
271
7
0
12 Oct 2022
VFLens: Co-design the Modeling Process for Efficient Vertical Federated Learning via Visualization
International Symposium of Chinese CHI (ISCC), 2022
Y. Tian
He Wang
Laixin Xie
Xiaojuan Ma
Quan Li
FedML
239
1
0
02 Oct 2022
Visual Comparison of Language Model Adaptation
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Rita Sevastjanova
E. Cakmak
Haiqin Yang
Robert Bamler
Mennatallah El-Assady
VLM
283
21
0
17 Aug 2022
RISeer: Inspecting the Status and Dynamics of Regional Industrial Structure via Visual Analytics
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Long-fei Chen
Yang Ouyang
Haipeng Zhang
Suting Hong
Quan Li
89
5
0
01 Aug 2022
RankAxis: Towards a Systematic Combination of Projection and Ranking in Multi-Attribute Data Exploration
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Qiangqiang Liu
Yukun Ren
Zhihua Zhu
Dai Li
Xiaojuan Ma
Quan Li
186
9
0
01 Aug 2022
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces
International Conference on Intelligent User Interfaces (IUI), 2022
Venkatesh Sivaraman
Yiwei Wu
Adam Perer
293
26
0
05 Feb 2022
Understanding Players' Interaction Patterns with Mobile Game App UI via Visualizations
Quan Li
Haipeng Zeng
Zhenhui Peng
Xiaojuan Ma
116
9
0
17 Oct 2021
Inspecting the Process of Bank Credit Rating via Visual Analytics
Visual .. (VISUAL), 2021
Qiangqiang Liu
Quan Li
Zhihua Zhu
Tangzhi Ye
Xiaojuan Ma
197
4
0
06 Aug 2021
Visualizing Graph Neural Networks with CorGIE: Corresponding a Graph to Its Embedding
Zipeng Liu
Yangkun Wang
J. Bernard
T. Munzner
261
27
0
24 Jun 2021
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations
Archit Rathore
Sunipa Dev
J. M. Phillips
Vivek Srikumar
Yan Zheng
Chin-Chia Michael Yeh
Junpeng Wang
Wei Zhang
Bei Wang
186
14
0
06 Apr 2021
GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Zhihua Jin
Yong Wang
Qianwen Wang
Yao Ming
Tengfei Ma
Huamin Qu
HAI
591
43
0
22 Nov 2020
dg2pix: Pixel-Based Visual Analysis of Dynamic Graphs
E. Cakmak
Dominik Jäckle
Tobias Schreck
Daniel A. Keim
267
6
0
15 Sep 2020
A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands
Visual .. (VISUAL), 2020
Qiangqiang Liu
Quan Li
C. Tang
Huanbin Lin
Xiaojuan Ma
Tianjian Chen
113
19
0
05 Sep 2020
Friend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contents
International Symposium of Chinese CHI (ISCC), 2020
Quan Li
Zhenhui Peng
Haipeng Zeng
Qiaoan Chen
Lingling Yi
Ziming Wu
Xiaojuan Ma
Tianjian Chen
92
3
0
05 Sep 2020
Comparative Layouts Revisited: Design Space, Guidelines, and Future Directions
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
S. L’Yi
Jaemin Jo
Jinwook Seo
3DV
184
39
0
01 Sep 2020
GraphFederator: Federated Visual Analysis for Multi-party Graphs
IEEE Pacific Visualization Symposium (PacificVis), 2020
Dongming Han
Wei Chen
Rusheng Pan
Yijing Liu
Jiehui Zhou
...
Tianye Zhang
Changjie Fan
Jianrong Tao
Xiaolong Luke Zhang
Hao Feng
FedML
151
1
0
27 Aug 2020
Melody: Generating and Visualizing Machine Learning Model Summary to Understand Data and Classifiers Together
G. Chan
E. Bertini
L. G. Nonato
Brian Barr
Claudio T. Silva
216
19
0
21 Jul 2020
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples
International Conference on Intelligent User Interfaces (IUI), 2019
Angie Boggust
Brandon Carter
Arvind Satyanarayan
361
76
0
10 Dec 2019
embComp: Visual Interactive Comparison of Vector Embeddings
IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG), 2019
Florian Heimerl
Christoph Kralj
Torsten Moller
Michael Gleicher
327
41
0
05 Nov 2019
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