Heer, Jeffrey
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
2021/01/01 by Tongshuang Wu, Marco Túlio Ribeiro, Wu, Tongshuang +6 · 2 voices · 10 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study
2019/11/01 by Kanit Wongsuphasawat, Yang Liu, Wongsuphasawat, Kanit +3 · 1 voice · 2 citations
Computer Science · #Data Stream Mining Techniques #Data Visualization and Analytics #Time Series Analysis and Forecasting #cs.HC
- BLADE: Benchmarking Language Model Agents for Data-Driven Science
2024/08/19 by Gu, Ken, Shang, Ruoxi, Jiang, Ruien +13 · 15 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- DracoGPT: Extracting Visualization Design Preferences from Large Language Models
2024/08/13 by Wang, Huichen Will, Gordon, Mitchell, Battle, Leilani +1 · 11 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study
2023/09/18 by Ken Gu, Madeleine Grunde-McLaughlin, Gu, Ken +7 · 5 citations
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research #Open Source Software Innovations
- Mixing Linters with GUIs: A Color Palette Design Probe
2024/07/31 by Andrew McNutt, Maureen C. Stone, Maureen Stone +4 · 1 voice · 4 citations
Psychology · #Color perception and design #cs.HC
- Designing LLM Chains by Adapting Techniques from Crowdsourcing Workflows
2023/12/18 by Grunde-McLaughlin, Madeleine, Lam, Michelle S., Krishna, Ranjay +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics
2020/09/03 by Kim, Younghoon, Heer, Jeffrey · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- From Pen to Prompt: How Creative Writers Integrate AI into their Writing Practice
2024/11/05 by Guo, Alicia, Sathyanarayanan, Shreya, Wang, Leijie +2 · 5 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- DIVI: Dynamically Interactive Visualization
2023/10/26 by Luke S. Snyder, Jeffrey Heer, Snyder, Luke S. +1 · 2 citations
Computer Science · Physics and Astronomy · #Data Visualization and Analytics #Data Analysis with R #Complex Network Analysis Techniques
- Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
2021/04/06 by Jun, Eunice, Birchfield, Melissa, de Moura, Nicole +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Other Computer Science (cs.OH) #Software Engineering (cs.SE)
- Interactive Reasoning: Visualizing and Controlling Chain-of-Thought Reasoning in Large Language Models
2025/06/30 by Pang, Rock Yuren, Feng, K. J. Kevin, Feng, Shangbin +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Data Augmentation for Visualization Design Knowledge Bases
2025/08/04 by Kim, Hyeok, Heer, Jeffrey · 2 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- EVM: Incorporating Model Checking into Exploratory Visual Analysis
2023/08/24 by Kale, Alex, Guo, Ziyang, Qiao, Xiao Li +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)