VIS Short Papers: Me, Myself, and AI

Session chair:Alireza Karduni

Room:America Center

Time:Wednesday, Nov 11 @ 13:00 - 14:30 (US/Eastern)

Presentations in this session

13:00 - 13:11

Exploring LLM Agent Designs and Interaction Modalities for Scientific Visualization

Authors: Jackson Vonderhorst, Kuangshi Ai, Haichao Miao, Shusen Liu, Chaoli Wang

13:11 - 13:22

Lexara-RF: Reference-Free Metrics for Evaluating Conversational Visual Analytics Agents

Authors: Srishti Palani, Vidya Setlur

13:22 - 13:33

Harnessing LLMs Without Surrendering Control: Delegation Boundaries in Visual Data Storytelling Authoring

Authors: Zhuojun Jiang, Yuki Ueno, Chris Bryan

13:33 - 13:44

Drag, Infer, Reproject: Grounding LLMs through Spatial Interaction for Image Clustering

Authors: Yang Liu, Xuxin Tang, Jiahao Xu, Chris North

13:44 - 13:55

A Multimodal Reasoning Typology for Grounding Chart-Image Coherence in Science Communication

Authors: Avina Nakarmi, Sohom Sen, Xun Song, Sreyashi Samaddar, Aritra Dasgupta

13:55 - 14:06

Benchmarking Multimodal Large Language Models for Scientific Visualization Literacy

Authors: Patrick Phuoc Do, Chau Ta, Chaoli Wang

14:06 - 14:17

SIVA: A Conversational and Declarative Scientific Visualization Tool

Authors: Michael Ballantyne, Aayush Kaji Shrestha, Pascal Grosset, Thomas Gilray, Roxana Bujack

14:17 - 14:28

Verify-First: Visual Triage of Structurally Consequential Instability in LLM-Generated Analytical Explanations

Authors: Suhyun Park