Yuxin Ma

57 papers A* 7B 1C 1Journal 47Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hebbian Learning with Global Direction.
CoRR
Wenjia Hua, Kejie Zhao, Luziwei Leng, Ran Cheng, Yuxin Ma, Qinghai Guo
2026 J jnl
MAR: Efficient Large Language Models via Module-aware Architecture Refinement.
CoRR
Junhong Cai, Guiqin Wang, Kejie Zhao, Jianxiong Tang, Xiang Wang, Luziwei Leng, Ran Cheng, Yuxin Ma, Qinghai Guo
2026 J jnl
VisMoDAI: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models.
IEEE Trans. Vis. Comput. Graph.
Huanchen Wang, Wencheng Zhang, Zhiqiang Wang, Zhicong Lu, Yuxin Ma
2025 J jnl
CLEAR: Spatial-Temporal Traffic Data Representation Learning for Traffic Prediction.
IEEE Trans. Knowl. Data Eng.
James Jianqiao Yu, Xinwei Fang, Shiyao Zhang, Yuxin Ma
2025 A* conf
CalliSense: An Interactive Educational Tool for Process-based Learning in Chinese Calligraphy.
CHI
Xinya Gong, Wenhui Tao, Yuxin Ma
2025 A* conf
DataLab: A Unified Platform for LLM-Powered Business Intelligence.
ICDE
Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Peng Chen, Wei Chen
2025 J jnl
Exploring Neural Architecture Search Spaces via Visual Analytics [Application Notes].
IEEE Comput. Intell. Mag.
Yansong Huang, Kebin Sun, Yuxin Ma, Ran Cheng
2025 J jnl
FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations.
CoRR
Fan Lei, David A. Sampson, Jiayi Hong, Yuxin Ma, Giuseppe Mascaro, Dave White, Rimjhim Agarwal, Ross Maciejewski
2025 C conf
FairAttrCNN: Enhancing CNN Debiasing through Interactive Visual Analytics of Multiple Sensitive Attributes.
VINCI
Shiqiang Hong, Yusong Cui, Yuxin Ma
2025 J jnl
GamerAstra: Enhancing Video Game Accessibility for Blind and Low-Vision Players through a Multi-Agent AI Framework.
CoRR
Tianrun Qiu, Changxin Chen, Sizhe Cheng, Yiming Yang, Yixiao Guo, Zhicong Lu, Yuxin Ma
2025 A* conf
HarmonyCut: Supporting Creative Chinese Paper-cutting Design with Form and Connotation Harmony.
CHI
Huanchen Wang, Tianrun Qiu, Jiaping Li, Zhicong Lu, Yuxin Ma
2025 J jnl
HarmonyCut: Supporting Creative Chinese Paper-cutting Design with Form and Connotation Harmony.
CoRR
Huanchen Wang, Tianrun Qiu, Jiaping Li, Zhicong Lu, Yuxin Ma
2025 J jnl
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-Objective Evolutionary Algorithms [Application Notes].
IEEE Comput. Intell. Mag.
Yuxin Ma, Zherui Zhang, Ran Cheng, Yaochu Jin, Kay Chen Tan
2025 J jnl
ParetoLens: A Visual Analytics Framework for Exploring Solution Sets of Multi-objective Evolutionary Algorithms.
CoRR
Yuxin Ma, Zherui Zhang, Ran Cheng, Yaochu Jin, Kay Chen Tan
2025 J jnl
ParetoTracker: Understanding Population Dynamics in Multi-Objective Evolutionary Algorithms Through Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Zherui Zhang, Fan Yang, Ran Cheng, Yuxin Ma
2025 J jnl
PatternSight: A Perceptual Grouping Effectiveness Assessment Approach for Graphical Patterns in Charts.
CoRR
Xumeng Wang, Xiangxuan Zhang, Zhiqi Gao, Shuangcheng Jiao, Yuxin Ma
2025 A* conf
RAGTrace: Understanding and Refining Retrieval-Generation Dynamics in Retrieval-Augmented Generation.
UIST
Sizhe Cheng, Jiaping Li, Huanchen Wang, Yuxin Ma
2025 J jnl
RAGTrace: Understanding and Refining Retrieval-Generation Dynamics in Retrieval-Augmented Generation.
CoRR
Sizhe Cheng, Jiaping Li, Huanchen Wang, Yuxin Ma
2025 B conf
Threshold Modulation for Online Test-Time Adaptation of Spiking Neural Networks.
IJCNN
Kejie Zhao, Wenjia Hua, Aiersi Tuerhong, Luziwei Leng, Yuxin Ma, Qinghai Guo
2025 J jnl
VisMoDAl: Visual Analytics for Evaluating and Improving Corruption Robustness of Vision-Language Models.
CoRR
Huanchen Wang, Wencheng Zhang, Zhiqiang Wang, Zhicong Lu, Yuxin Ma
2024 J jnl
A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-Objective Optimization.
IEEE Trans. Vis. Comput. Graph.
Yansong Huang, Zherui Zhang, Ao Jiao, Yuxin Ma, Ran Cheng
2024 J jnl
ATVis: Understanding and diagnosing adversarial training processes through visual analytics.
Vis. Informatics
Fang Zhu, Xufei Zhu, Xumeng Wang, Yuxin Ma, Jieqiong Zhao
2024 A* conf
Critical Heritage Studies as a Lens to Understand Short Video Sharing of Intangible Cultural Heritage on Douyin.
CHI
Huanchen Wang, Minzhu Zhao, Wanyang Hu, Yuxin Ma, Zhicong Lu
2024 J jnl
DPKnob: A visual analysis approach to risk-aware formulation of differential privacy schemes for data query scenarios.
Vis. Informatics
Shuangcheng Jiao, Jiang Cheng, Zhaosong Huang, Tong Li, Tiankai Xie, Wei Chen, Yuxin Ma, Xumeng Wang
2024 J jnl
DataLab: A Unified Platform for LLM-Powered Business Intelligence.
CoRR
Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Peng Chen, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Wei Chen
2024 J jnl
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation.
IEEE Trans. Vis. Comput. Graph.
Fan Lei, Yuxin Ma, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski
2024 J jnl
XNLI: Explaining and Diagnosing NLI-Based Visual Data Analysis.
IEEE Trans. Vis. Comput. Graph.
Yingchaojie Feng, Xingbo Wang, Bo Pan, Kamkwai Wong, Yi Ren, Shi Liu, Zihan Yan, Yuxin Ma, Huamin Qu, Wei Chen
2023 J jnl
DiffSeer: Difference-Based Dynamic Weighted Graph Visualization.
IEEE Computer Graphics and Applications
Xiaolin Wen, Yong Wang, Meixuan Wu, Fengjie Wang, Xuanwu Yue, Qiaomu Shen, Yuxin Ma, Min Zhu
2023 J jnl
DiffSeer: Difference-based Dynamic Weighted Graph Visualization.
CoRR
Xiaolin Wen, Yong Wang, Meixuan Wu, Fengjie Wang, Xuanwu Yue, Qiaomu Shen, Yuxin Ma, Min Zhu
2023 J jnl
Explainable data transformation recommendation for automatic visualization.
Frontiers Inf. Technol. Electron. Eng.
Ziliang Wu, Wei Chen, Yuxin Ma, Tong Xu, Fan Yan, Lei Lv, Zhonghao Qian, Jiazhi Xia
2023 J jnl
GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation.
CoRR
Fan Lei, Yuxin Ma, A. Stewart Fotheringham, Elizabeth A. Mack, Ziqi Li, Mehak Sachdeva, Sarah Bardin, Ross Maciejewski
2023 A* conf
How Can Deep Neural Networks Aid Visualization Perception Research? Three Studies on Correlation Judgments in Scatterplots.
CHI
Fumeng Yang, Yuxin Ma, Lane Harrison, James Tompkin, David H. Laidlaw
2023 J jnl
XNLI: Explaining and Diagnosing NLI-based Visual Data Analysis.
CoRR
Yingchaojie Feng, Xingbo Wang, Bo Pan, Kamkwai Wong, Yi Ren, Shi Liu, Zihan Yan, Yuxin Ma, Huamin Qu, Wei Chen
2022 A* conf
Annotating Line Charts for Addressing Deception.
CHI
Arlen Fan, Yuxin Ma, Michelle Mancenido, Ross Maciejewski
2022 J jnl
FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models.
IEEE Trans. Vis. Comput. Graph.
Tiankai Xie, Yuxin Ma, Jian Kang, Hanghang Tong, Ross Maciejewski
2021 J jnl
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes.
IEEE Trans. Vis. Comput. Graph.
Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski
2021 J jnl
A Visual Analytics System for Oil Spill Response and Recovery.
IEEE Computer Graphics and Applications
Yuxin Ma, Prannoy Chandra Pydi Medini, Jake R. Nelson, Ran Wei, Tony H. Grubesic, Jorge A. Sefair, Ross Maciejewski
2021 J jnl
Auditing the Sensitivity of Graph-based Ranking with Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Tiankai Xie, Yuxin Ma, Hanghang Tong, My T. Thai, Ross Maciejewski
2021 J jnl
Exploring the Design Space of Sankey Diagrams for the Food-Energy-Water Nexus.
IEEE Computer Graphics and Applications
Brandon Mathis, Yuxin Ma, Michelle Mancenido, Ross Maciejewski
2021 J jnl
The Visual Analytics and Data Exploration Research Lab at Arizona State University.
Vis. Informatics
Ross Maciejewski, Yuxin Ma, Jonas Lukasczyk
2021 J jnl
Visual Analysis of Class Separations With Locally Linear Segments.
IEEE Trans. Vis. Comput. Graph.
Yuxin Ma, Ross Maciejewski
2020 J jnl
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes.
CoRR
Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, Ross Maciejewski
2020 J jnl
Auditing the Sensitivity of Graph-based Ranking with Visual Analytics.
CoRR
Tiankai Xie, Yuxin Ma, Hanghang Tong, My T. Thai, Ross Maciejewski
2020 J jnl
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski
2020 J jnl
ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Yuxin Ma, Anthony K. H. Tung, Wei Wang, Xiang Gao, Zhigeng Pan, Wei Chen
2019 J jnl
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics.
CoRR
Yuxin Ma, Tiankai Xie, Jundong Li, Ross Maciejewski
2019 J jnl
Location2vec: A Situation-Aware Representation for Visual Exploration of Urban Locations.
IEEE Trans. Intell. Transp. Syst.
Minfeng Zhu, Wei Chen, Jiazhi Xia, Yuxin Ma, Yankong Zhang, Yuetong Luo, Zhaosong Huang, Liangjun Liu
2018 — conf
A Visual Analytics Approach for Traffic Flow Prediction Ensembles.
PG (Short Papers and Posters)
Kezhi Kong, Yuxin Ma, Chentao Ye, Junhua Lu, Xiqun Chen, Wei Zhang, Wei Chen
2018 J jnl
LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets.
IEEE Trans. Vis. Comput. Graph.
Jiazhi Xia, Fenjin Ye, Wei Chen, Yusi Wang, Weifeng Chen, Yuxin Ma, Anthony K. H. Tung
2018 J jnl
The design space of construction tools for information visualization: A survey.
J. Vis. Lang. Comput.
Honghui Mei, Yuxin Ma, Yating Wei, Wei Chen
2018 J jnl
VisComposer: A Visual Programmable Composition Environment for Information Visualization.
Vis. Informatics
Honghui Mei, Wei Chen, Yuxin Ma, Huihua Guan, Wanqi Hu
2017 J jnl
A survey of network anomaly visualization.
Sci. China Inf. Sci.
Tian-Ye Zhang, Xu-Meng Wang, Zongzhuang Li, Fangzhou Guo, Yuxin Ma, Wei Chen
2017 J jnl
A visual analytical approach for transfer learning in classification.
Inf. Sci.
Yuxin Ma, Jiayi Xu, Xiangyang Wu, Fei Wang, Wei Chen
2017 J jnl
EasySVM: A visual analysis approach for open-box support vector machines.
Comput. Vis. Media
Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung
2017 J jnl
Recent progress and trends in predictive visual analytics.
Frontiers Comput. Sci.
Junhua Lu, Wei Chen, Yuxin Ma, Junming Ke, Zongzhuang Li, Fan Zhang, Ross Maciejewski
2016 J jnl
ExRank: An Exploratory Ranking Interface.
Proc. VLDB Endow.
Ramon Bespinyowong, Wei Chen, H. V. Jagadish, Yuxin Ma
2016 J jnl
Mobility Viewer: An Eulerian Approach for Studying Urban Crowd Flow.
IEEE Trans. Intell. Transp. Syst.
Yuxin Ma, Tao Lin, Zhendong Cao, Chen Li, Fei Wang, Wei Chen