Exploring Interaction Paradigms for LLM Agents in Scientific Visualization
Fuente:
arXiv
Saved in:
| Main Authors: | Vonderhorst, Jackson, Ai, Kuangshi, Miao, Haichao, Liu, Shusen, Wang, Chaoli |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Evaluation-Centric Paradigm for Scientific Visualization Agents
by: Ai, Kuangshi, et al.
Published: (2025)
by: Ai, Kuangshi, et al.
Published: (2025)
SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents
by: Ai, Kuangshi, et al.
Published: (2026)
by: Ai, Kuangshi, et al.
Published: (2026)
NLI4VolVis: Natural Language Interaction for Volume Visualization via LLM Multi-Agents and Editable 3D Gaussian Splatting
by: Ai, Kuangshi, et al.
Published: (2025)
by: Ai, Kuangshi, et al.
Published: (2025)
TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization
by: Gorski, Nathaniel, et al.
Published: (2026)
by: Gorski, Nathaniel, et al.
Published: (2026)
ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use
by: Liu, Shusen, et al.
Published: (2025)
by: Liu, Shusen, et al.
Published: (2025)
Toward AI VIS Co-Scientists: A General and End-to-End Agent Harness for Solving Complex Data Visualization Tasks
by: Miao, Haichao, et al.
Published: (2026)
by: Miao, Haichao, et al.
Published: (2026)
SVLAT: Scientific Visualization Literacy Assessment Test
by: Do, Patrick Phuoc, et al.
Published: (2026)
by: Do, Patrick Phuoc, et al.
Published: (2026)
AuraGenome: An LLM-Powered Framework for On-the-Fly Reusable and Scalable Circular Genome Visualizations
by: Zhang, Chi, et al.
Published: (2025)
by: Zhang, Chi, et al.
Published: (2025)
Visualization Literacy of Multimodal Large Language Models: A Comparative Study
by: Li, Zhimin, et al.
Published: (2024)
by: Li, Zhimin, et al.
Published: (2024)
VizGenie: Toward Self-Refining, Domain-Aware Workflows for Next-Generation Scientific Visualization
by: Biswas, Ayan, et al.
Published: (2025)
by: Biswas, Ayan, et al.
Published: (2025)
GRAPHIC--Guidelines for Reviewing Algorithmic Practices in Human-centred Design and Interaction for Creativity
by: Martins, Joana Rovira, et al.
Published: (2025)
by: Martins, Joana Rovira, et al.
Published: (2025)
An Embodied Companion for Visual Storytelling
by: Tresset, Patrick, et al.
Published: (2026)
by: Tresset, Patrick, et al.
Published: (2026)
ScaleTrotter: Illustrative Visual Travels Across Negative Scales
by: Halladjian, Sarkis, et al.
Published: (2019)
by: Halladjian, Sarkis, et al.
Published: (2019)
Optimization and Mobile Deployment for Anthropocene Neural Style Transfer
by: Chen, Po-Hsun, et al.
Published: (2026)
by: Chen, Po-Hsun, et al.
Published: (2026)
Gen4DS: Workshop on Data Storytelling in an Era of Generative AI
by: Lan, Xingyu, et al.
Published: (2024)
by: Lan, Xingyu, et al.
Published: (2024)
See or Recall: A Sanity Check for the Role of Vision in Solving Visualization Question Answer Tasks with Multimodal LLMs
by: Li, Zhimin, et al.
Published: (2025)
by: Li, Zhimin, et al.
Published: (2025)
A Platform for Interactive AI Character Experiences
by: Wampfler, Rafael, et al.
Published: (2026)
by: Wampfler, Rafael, et al.
Published: (2026)
Chat Modeling: Interaction-Enhanced Agent Framework for Visualizing Literature-Grounded Biological Structures
by: Jia, Donggang, et al.
Published: (2024)
by: Jia, Donggang, et al.
Published: (2024)
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics
by: Schmidt, Philipp, et al.
Published: (2024)
by: Schmidt, Philipp, et al.
Published: (2024)
The Midas Touch in Gaze vs. Hand Pointing: Modality-Specific Failure Modes and Implications for XR Interfaces
by: Dastgheib, Mohammad, et al.
Published: (2026)
by: Dastgheib, Mohammad, et al.
Published: (2026)
Perspective-Aware AI in Extended Reality
by: Platnick, Daniel, et al.
Published: (2025)
by: Platnick, Daniel, et al.
Published: (2025)
CADgpt: Harnessing Natural Language Processing for 3D Modelling to Enhance Computer-Aided Design Workflows
by: Kapsalis, Timo
Published: (2024)
by: Kapsalis, Timo
Published: (2024)
ASCRIBE-XR: Virtual Reality for Visualization of Scientific Imagery
by: Pandolfi, Ronald J., et al.
Published: (2025)
by: Pandolfi, Ronald J., et al.
Published: (2025)
VisAnywhere: Developing Multi-platform Scientific Visualization Applications
by: Marrinan, Thomas, et al.
Published: (2024)
by: Marrinan, Thomas, et al.
Published: (2024)
Human-Data Interaction, Exploration, and Visualization in the AI Era: Challenges and Opportunities
by: Fekete, Jean-Daniel, et al.
Published: (2026)
by: Fekete, Jean-Daniel, et al.
Published: (2026)
From Idea to Co-Creation: A Planner-Actor-Critic Framework for Agent Augmented 3D Modeling
by: Gao, Jin, et al.
Published: (2026)
by: Gao, Jin, et al.
Published: (2026)
VOICE: Visual Oracle for Interaction, Conversation, and Explanation
by: Jia, Donggang, et al.
Published: (2023)
by: Jia, Donggang, et al.
Published: (2023)
An Age-based Study into Interactive Narrative Visualization Engagement
by: Errey, Nina, et al.
Published: (2025)
by: Errey, Nina, et al.
Published: (2025)
To Explore What Isn't There -- Glyph-based Visualization for Analysis of Missing Values
by: Fernstad, Sara Johansson, et al.
Published: (2020)
by: Fernstad, Sara Johansson, et al.
Published: (2020)
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
by: Zheng, Kaizhi, et al.
Published: (2024)
by: Zheng, Kaizhi, et al.
Published: (2024)
ClipGS-VR: Immersive and Interactive Cinematic Visualization of Volumetric Medical Data in Mobile Virtual Reality
by: Tong, Yuqi, et al.
Published: (2026)
by: Tong, Yuqi, et al.
Published: (2026)
CutVerse: A Compositional GUI Agents Benchmark for Media Post-Production Editing
by: Hu, Haobo, et al.
Published: (2026)
by: Hu, Haobo, et al.
Published: (2026)
Sel3DCraft: Interactive Visual Prompts for User-Friendly Text-to-3D Generation
by: Xiang, Nan, et al.
Published: (2025)
by: Xiang, Nan, et al.
Published: (2025)
Bridging the Communication Gap: Artificial Agents Learning Sign Language through Imitation
by: Tavella, Federico, et al.
Published: (2024)
by: Tavella, Federico, et al.
Published: (2024)
Exploring Interactive Simulation of Grass Display Color Characteristic Based on Real-World Conditions
by: Tanaka, Kojiro, et al.
Published: (2025)
by: Tanaka, Kojiro, et al.
Published: (2025)
BrainRing: An Interactive Web-Based Tool for Brain Connectivity Chord Diagram Visualization
by: Fan, Xiao, et al.
Published: (2026)
by: Fan, Xiao, et al.
Published: (2026)
Haptic Stylus vs. Handheld Controllers: A Comparative Study for Surface Visualization Interactions
by: Afzaal, Hamza, et al.
Published: (2024)
by: Afzaal, Hamza, et al.
Published: (2024)
Robo-Saber: Generating and Simulating Virtual Reality Players
by: Kim, Nam Hee, et al.
Published: (2026)
by: Kim, Nam Hee, et al.
Published: (2026)
MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control
by: Ye, Hui, et al.
Published: (2025)
by: Ye, Hui, et al.
Published: (2025)
ControlGUI: Guiding Generative GUI Exploration through Perceptual Visual Flow
by: Garg, Aryan, et al.
Published: (2025)
by: Garg, Aryan, et al.
Published: (2025)
Similar Items
-
An Evaluation-Centric Paradigm for Scientific Visualization Agents
by: Ai, Kuangshi, et al.
Published: (2025) -
SciVisAgentBench: A Benchmark for Evaluating Scientific Data Analysis and Visualization Agents
by: Ai, Kuangshi, et al.
Published: (2026) -
NLI4VolVis: Natural Language Interaction for Volume Visualization via LLM Multi-Agents and Editable 3D Gaussian Splatting
by: Ai, Kuangshi, et al.
Published: (2025) -
TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization
by: Gorski, Nathaniel, et al.
Published: (2026) -
ParaView-MCP: An Autonomous Visualization Agent with Direct Tool Use
by: Liu, Shusen, et al.
Published: (2025)