54 citations · 160 across the 23 of their papers we have counts for
7 papers · 1 filter
LegendBench: A Diagnostic Benchmark for Legend Understanding with Counterfactual Interventions
Xinnuo Zhang, Zhike Tang, Jing Xu +2
Legends are fundamental to chart understanding, as reliable interpretation requires correctly binding legend entries to corresponding visual marks. While vision-language models (VL…
ProbeScout: Visual Analytics for Attribute-Guided Image Search
Yifan Lv, Yiyun Chen, Daojun Ye +2
Analysts often need to identify images that jointly satisfy multiple visual conditions, such as a crossroads with traffic lights at dusk, for model diagnosis, dataset curation, and…
WidgetVA: A Widget-Centric Framework and Benchmark for Agentic Visual Analytics
Yutong Chen, Zhike Tang, Zhihao Mai +4
Visual analytics (VA) enables sensemaking through interactive visualization, but effective analysis often requires experts to translate high-level intents into long sequences of in…
SkillCommit: Evolving Agent Skills through Behaviorally Validated Scope Expansion
Yu He, Weikai Yang
Large language model (LLM) agents can continually improve without parameter updates by converting historical experience into reusable procedural knowledge. However, existing method…
TuneAhead: Predicting Fine-tuning Performance Before Full Training Begins
Yuxiang Luo, Haonan Long, Chen Wang +6
Fine-tuning large language models (LLMs) is compute-intensive and error-prone: model performance depends sensitively on data quality and hyperparameter choices, and naïve runs can…
Show Me the Infographic I Imagine: Intent-Aware Infographic Retrieval for Authoring Support
Jing Xu, Jiarui Hu, Zhihao Shuai +2
While infographics have become a powerful medium for communicating data-driven stories, authoring them from scratch remains challenging, especially for novice users. Retrieving rel…
NCP: Neighborhood-Preserving Non-Uniform Circle Packing for Visualization
Duan Li, Jun Yuan, Xinyuan Guo +4
Circle packing is widely used in visualization due to its aesthetic appeal and simplicity, particularly in tasks where the spatial arrangement and relationships between data are of…