18 citations · 31 across the 13 of their papers we have counts for
13 papers
Vibe-GUIDE: A Graph-based User Interface in IDEs for Oversight in Vibe Coding
Chifang Chou, Sam Yu-Te Lee, Rudrajit Choudhuri +1
In agentic coding, developers shift from implementing changes themselves to specifying intent, evaluating the agent's work, and making approval decisions. However, delegating imple…
A Design Study on Voice-based Interaction for Immersive Network Visualization and Analysis
Sam Yu-Te Lee, Hsin-Ai Chen, Sarah Yuniar +2
Visual network analysis leverages network visualization authoring techniques to facilitate sensemaking, serendipitous discovery, and hypothesis verification on network data. Howeve…
DELUGE: Towards Continental-Scale Daily Pluvial Flood Damage Prediction via Interpretable Conditioning on Foundation Model Embeddings
Yuya Kawakami, Daniel Cayan, Dongyu Liu +2
Pluvial (rainfall-driven) flooding accounts for 45% of National Flood Insurance Program (NFIP) claims in the United States and is harder to predict than its riverine and coastal co…
SigTime: Learning and Visually Explaining Time Series Signatures
Yu-Chia Huang, Juntong Chen, Dongyu Liu +1
Understanding and distinguishing temporal patterns in time series data is essential for scientific discovery and decision-making. For example, in biomedical research, uncovering me…
ClimateSOM: A Visual Analysis Workflow for Climate Ensemble Datasets
Yuya Kawakami, Daniel Cayan, Dongyu Liu +1
Ensemble datasets are ever more prevalent in various scientific domains. In climate science, ensemble datasets are used to capture variability in projections under plausible future…
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels
Xiwei Xuan, Xiaoqi Wang, Wenbin He +4
The advances in multi-modal foundation models (FMs) (e.g., CLIP and LLaVA) have facilitated the auto-labeling of large-scale datasets, enhancing model performance in challenging do…
VIDEE: Visual and Interactive Decomposition, Execution, and Evaluation of Text Analytics with Intelligent Agents
Sam Yu-Te Lee, Chenyang Ji, Shicheng Wen +3
Text analytics has traditionally required specialized knowledge in Natural Language Processing (NLP) or text analysis, which presents a barrier for entry-level analysts. Recent adv…
Visual Text Mining with Progressive Taxonomy Construction for Environmental Studies
Sam Yu-Te Lee, Cheng-Wei Hung, Mei-Hua Yuan +1
Environmental experts have developed the DPSIR (Driver, Pressure, State, Impact, Response) framework to systematically study and communicate key relationships between society and t…
SpreadLine: Visualizing Egocentric Dynamic Influence
Yun-Hsin Kuo, Dongyu Liu, Kwan-Liu Ma
Egocentric networks, often visualized as node-link diagrams, portray the complex relationship (link) dynamics between an entity (node) and others. However, common analytics tasks a…
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts
Sam Yu-Te Lee, Aryaman Bahukhandi, Dongyu Liu +1
Recent advancements in Large Language Models (LLMs) and Prompt Engineering have made chatbot customization more accessible, significantly reducing barriers to tasks that previously…
HINTs: Sensemaking on large collections of documents with Hypergraph visualization and INTelligent agents
Sam Yu-Te Lee, Kwan-Liu Ma
Sensemaking on a large collection of documents (corpus) is a challenging task often found in fields such as market research, legal studies, intelligence analysis, political science…
NOVA: A visual interface for assessing polarizing media coverage
Keshav Dasu, Sam Yu-Te Lee, Ying-Cheng Chen +1
Within the United States, the majority of the populace receives their news online. U.S mainstream media outlets both generate and influence the news consumed by U.S citizens. Many…
VisActs: Describing Intent in Communicative Visualization
Keshav Dasu, Yun-Hsin Kuo, Kwan-Liu Ma
Data visualization can be defined as the visual communication of information. One important barometer for the success of a visualization is whether the intents of the communicator(…