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Data Visualization

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Showing 1–50 of 335 papers

TitleStatusHype
Capturing Visualization Design RationaleCode0
An Empirical Study of Bugs in Data Visualization Libraries—0
VIS-Shepherd: Constructing Critic for LLM-based Data Visualization GenerationCode0
Learning-based density-equalizing map—0
Mapping correlations and coherence: adjacency-based approach to data visualization and regularity discoveryCode1
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models—0
NOMAD Projection—0
A Study of Data-driven Methods for Inventory Optimization—0
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models—0
Ascribe New Dimensions to Scientific Data Visualization with VR—0
See or Recall: A Sanity Check for the Role of Vision in Solving Visualization Question Answer Tasks with Multimodal LLMs—0
Machine Learning Reveals Composition Dependent Thermal Stability in Halide Perovskites—0
OLAF: An Open Life Science Analysis Framework for Conversational Bioinformatics Powered by Large Language ModelsCode1
Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language ModelsCode0
Bayesian generative models can flag performance loss, bias, and out-of-distribution image content—0
Enhanced High-Dimensional Data Visualization through Adaptive Multi-Scale Manifold Embedding—0
Bizard: A Community-Driven Platform for Accelerating and Enhancing Biomedical Data Visualization—0
To Vaccinate or not to Vaccinate? Analyzing X Power over the Pandemic—0
Adversarial network embedding with bootstrapped representations for sparse networksCode0
Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization—0
Random Forest Autoencoders for Guided Representation Learning—0
Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization—0
Boosting of Classification Models with Human-in-the-Loop Computational Visual Knowledge DiscoveryCode0
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent WorkflowCode1
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback—0
Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream ApplicationsCode0
Unlocking the Potential: A Novel Tool for Assessing Untapped Micro-Pumped Hydro Energy Storage Systems in Michigan—0
Automating Date Format Detection for Data Visualization—0
FaultExplainer: Leveraging Large Language Models for Interpretable Fault Detection and DiagnosisCode1
Federated t-SNE and UMAP for Distributed Data Visualization—0
A novel robust integrating method by high-order proximity for self-supervised attribute network embeddingCode0
Towards Automated Cross-domain Exploratory Data Analysis through Large Language ModelsCode1
Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation—0
Attraction-Repulsion Swarming: A Generalized Framework of t-SNE via Force Normalization and Tunable InteractionsCode0
Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models—0
Diceplot: A package for high dimensional categorical data visualizationCode1
Alternatives of Unsupervised Representations of Variables on the Latent Space—0
Assessing Alcohol Use Disorder: Insights from Lifestyle, Background, and Family History with Machine Learning Techniques—0
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study—0
G-NeuroDAVIS: A Neural Network model for generalized embedding, data visualization and sample generationCode0
Text2Chart31: Instruction Tuning for Chart Generation with Automatic FeedbackCode1
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?Code7
Uncertainty-aware t-distributed Stochastic Neighbor Embedding for Single-cell RNA-seq Data—0
Problem-oriented AutoML in Clustering—0
Opinion Mining on Offshore Wind Energy for Environmental Engineering—0
Quantifying Knee Cartilage Shape and Lesion: From Image to MetricsCode0
Formative Study for AI-assisted Data Visualization—0
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution ReasoningCode1
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging—0
ChartEye: A Deep Learning Framework for Chart Information Extraction—0
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