Yuxin Ma

Orcid: 0000-0003-0484-668X

Affiliations:

Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
Arizona State University, School of Computing, Informatics, and Decision Systems Engineering (CIDSE), VADER Lab, Tempe, AZ, USA
Zhejiang University, State Key Laboratory of Computer Aided Design and Computer Graphics, Hangzhou, China (2017)

According to our database¹, Yuxin Ma authored at least 50 papers between 2013 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

VisMoDAI: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2026

MAR: Efficient Large Language Models via Module-aware Architecture Refinement.

[BibT_eX]

[DOI]

CoRR, January, 2026

Hebbian Learning with Global Direction.

[BibT_eX]

[DOI]

CoRR, January, 2026

2025

Exploring Neural Architecture Search Spaces via Visual Analytics [Application Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., November, 2025

VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, September, 2025

PatternSight: A Perceptual Grouping Effectiveness Assessment Approach for Graphical Patterns in Charts.

[BibT_eX]

[DOI]

CoRR, July, 2025

GamerAstra: Enhancing Video Game Accessibility for Blind and Low-Vision Players through a Multi-Agent AI Framework.

[BibT_eX]

[DOI]

CoRR, June, 2025

FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations.

[BibT_eX]

[DOI]

CoRR, June, 2025

CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2025

ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-Objective Evolutionary Algorithms [Application Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., February, 2025

ParetoTracker: Understanding Population Dynamics in Multi-Objective Evolutionary Algorithms Through Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2025

ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms.

[BibT_eX]

[DOI]

CoRR, January, 2025

FairAttrCNN: Enhancing CNN Debiasing through Interactive Visual Analytics of Multiple Sensitive Attributes.

[BibT_eX]

[DOI]

Shiqiang Hong

Yusong Cui

Yuxin Ma

Proceedings of the 18th International Symposium on Visual Information Communication and Interaction, 2025

RAGTrace: Understanding and Refining Retrieval-Generation Dynamics in Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, 2025

Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

DataLab: A Unified Platform for LLM-Powered Business Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

HarmonyCut: Supporting Creative Chinese Paper-cutting Design with Form and Connotation Harmony.

[BibT_eX]

[DOI]

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

CalliSense: An Interactive Educational Tool for Process-based Learning in Chinese Calligraphy.

[BibT_eX]

[DOI]

Xinya Gong

Wenhui Tao

Yuxin Ma

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

XNLI: Explaining and Diagnosing NLI-Based Visual Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., July, 2024

GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation.

[BibT_eX]

[DOI]

Fan Lei

Yuxin Ma

A. Stewart Fotheringham

IEEE Trans. Vis. Comput. Graph., January, 2024

A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-Objective Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2024

ATVis: Understanding and diagnosing adversarial training processes through visual analytics.

[BibT_eX]

[DOI]

Vis. Informatics, 2024

DPKnob: A visual analysis approach to risk-aware formulation of differential privacy schemes for data query scenarios.

[BibT_eX]

[DOI]

Vis. Informatics, 2024

Critical Heritage Studies as a Lens to Understand Short Video Sharing of Intangible Cultural Heritage on Douyin.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Explainable data transformation recommendation for automatic visualization.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2023

DiffSeer: Difference-Based Dynamic Weighted Graph Visualization.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2023

How Can Deep Neural Networks Aid Visualization Perception Research? Three Studies on Correlation Judgments in Scatterplots.

[BibT_eX]

[DOI]

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Annotating Line Charts for Addressing Deception.

[BibT_eX]

[DOI]

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

The Visual Analytics and Data Exploration Research Lab at Arizona State University.

[BibT_eX]

[DOI]

Ross Maciejewski

Yuxin Ma

Jonas Lukasczyk

Vis. Informatics, 2021

Auditing the Sensitivity of Graph-based Ranking with Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Visual Analysis of Class Separations With Locally Linear Segments.

[BibT_eX]

[DOI]

Yuxin Ma

Ross Maciejewski

IEEE Trans. Vis. Comput. Graph., 2021

A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes.

[BibT_eX]

[DOI]

Yuxin Ma

Arlen Fan

Jingrui He

Arun Reddy Nelakurthi

Ross Maciejewski

IEEE Trans. Vis. Comput. Graph., 2021

Exploring the Design Space of Sankey Diagrams for the Food-Energy-Water Nexus.

[BibT_eX]

[DOI]

IEEE Computer Graphics and Applications, 2021

A Visual Analytics System for Oil Spill Response and Recovery.

[BibT_eX]

[DOI]

Yuxin Ma

Prannoy Chandra Pydi Medini

IEEE Computer Graphics and Applications, 2021

2020

Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

2019

Location2vec: A Situation-Aware Representation for Visual Exploration of Urban Locations.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

2018

The design space of construction tools for information visualization: A survey.

[BibT_eX]

[DOI]

J. Vis. Lang. Comput., 2018

VisComposer: A Visual Programmable Composition Environment for Information Visualization.

[BibT_eX]

[DOI]

Vis. Informatics, 2018

LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2018

A Visual Analytics Approach for Traffic Flow Prediction Ensembles.

[BibT_eX]

[DOI]

Proceedings of the 26th Pacific Conference on Computer Graphics and Applications, 2018

2017

A visual analytical approach for transfer learning in classification.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Recent progress and trends in predictive visual analytics.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

EasySVM: A visual analysis approach for open-box support vector machines.

[BibT_eX]

[DOI]

Comput. Vis. Media, 2017

A survey of network anomaly visualization.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2017

2016

Mobility Viewer: An Eulerian Approach for Studying Urban Crowd Flow.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

ExRank: An Exploratory Ranking Interface.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

A Survey of Visual Analytic Pipelines.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

2013

A Visual Analysis Approach for Community Detection of Multi-Context Mobile Social Networks.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2013

Yuxin Ma

Timeline

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