Candidate Papers

IEEE VIS 2024

• VoxAR: Adaptive Visualization of Volume Rendered Objects in Optical See-Through Augmented Reality

• LEVA: Using Large Language Models to Enhance Visual Analytics

• What University Students Learn In Visualization Classes

• Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network

• Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts

• Team-Scouter: Simulative Visual Analytics of Soccer Player Scouting

• FMLens: Towards Better Scaffolding the Process of Fund Manager Selection in Fund Investments

• An Empirical Evaluation of the GPT-4 Multimodal Language Model on Visualization Literacy Tasks

• Wasserstein Dictionaries of Persistence Diagrams

• StyleRF-VolVis: Style Transfer of Neural Radiance Fields for Expressive Volume Visualization

• Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning

• Sportify: Question Answering with Embedded Visualizations and Personified Narratives for Sports Video

• This is the Table I Want! Interactive Data Transformation on Desktop and in Virtual Reality

• De-cluttering Scatterplots with Integral Images

• Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education

• MSz: An Efficient Parallel Algorithm for Correcting Morse-Smale Segmentations in Error-Bounded Lossy Compressors

• Smartboard: Visual Exploration of Team Tactics with LLM Agent

• Uncertainty Visualization of Critical Points of 2D Scalar Fields for Parametric and Nonparametric Probabilistic Models

• PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

• Cell2Cell: Explorative Cell Interaction Analysis in Multi-Volumetric Tissue Data

• PUREsuggest: Citation-based Literature Search and Visual Exploration with Keyword-controlled Rankings

•  VisEval: A Benchmark for Data Visualization in the Era of Large Language Models

• LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models

• Visualizing and Comparing Machine Learning Predictions to Improve Human-AI Teaming on the Example of Cell Lineage

• VADIS: A Visual Analytics Pipeline for Dynamic Document Representation and Information Seeking

• Designing for Visualization in Motion: Embedding Visualizations in Swimming Videos

• SLInterpreter: An Exploratory and Iterative Human-AI Collaborative System for GNN-based Synthetic Lethal Prediction

• Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation

• Promises and Pitfalls: Using Large Language Models to Generate Visualization Items

• KD-INR: Time-Varying Volumetric Data Compression via Knowledge Distillation-based Implicit Neural Representation

• How Good (Or Bad) Are LLMs in Detecting Misleading Visualizations

• Fast Comparative Analysis of Merge Trees Using Locality-Sensitive Hashing

• Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data

• DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic

• KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts

• Improving Efficiency of Iso-Surface Extraction on Implicit Neural Representations Using Uncertainty Propagation

• MARLens: Understanding Multi-agent Reinforcement Learning for Traffic Signal Control via Visual Analytics

• SurroFlow: A Flow-Based Surrogate Model for Parameter Space Exploration and Uncertainty Quantification

IEEE VIS 2023

• Fast Compressed Segmentation Volumes for Scientific Visualization

• Vortex Lens: Interactive Vortex Core Line Extraction using Observed Line Integral Convolution

• Guided Visual Analytics for Image Selection in Time and Space 

• An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding 

• Image Collage on Arbitrary Shape via Shape-Aware Slicing and Optimization 

• VisImages: A Fine-Grained Expert-Annotated Visualization Dataset 

• A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision 

• VideoPro: A Visual Analytics Approach for Interactive Video Programming

• Character-Oriented Design for Visual Data Storytelling

• EVNet: An Explainable Deep Network for Dimension Reduction

• Narrative In Situ Visual Analysis for Large-Scale Ocean Eddy Evolution 

• Technology Trends and Challenges for Large-Scale Scientific Visualization

• PhraseMap: Attention-based Keyphrases Recommendation for Information Seeking

• AttentionViz: A Global View of Transformer Attention

• Visual Explanation for Open-domain Question Answering with BERT 

• CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models

• PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation

• DMiner: Dashboard Design Mining and Recommendation

• LiberRoad: Probing into the Journey of Chinese Classics through Visual Analytics

• HoopInSight: Analyzing and Comparing Basketball Shooting Performance Through Visualization

• Analysis of Wildfire Visualization Systems for Research and Training: Are They up for the Challenge of the Current State of Wildfires?

• DocFlow: A Visual Analytics System for Question-based Document Retrieval and Categorization

• CoordNet: Data Generation and Visualization Generation for Time-Varying Volumes via a Coordinate-Based Neural Network

• Deep Hierarchical Super Resolution for Scientific Data

• Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation

• Adaptively Placed Multi-Grid Scene Representation Networks for Large-Scale Data Visualization

• Photon Field Networks for Dynamic Real-Time Volumetric Global Illumination

• PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data