Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
Chenglong Wang
Senior Researcher
Papiers de Collaboration
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DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala, Chenglong Wang
CHI 2024 | May 2024
Best Paper, CHI 2024
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How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
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PhotoScout: Synthesis-Powered Multi-Modal Image Search
Celeste Barnaby, Qiaochu Chen, Chenglong Wang, Isil Dillig
CHI 2024 | May 2024
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Data Formulator: AI-powered Concept-driven Visualization Authoring
Chenglong Wang, John Thompson, Bongshin Lee
September 2023
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Is Self-Repair a Silver Bullet for Code Generation?
Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao, Armando Solar-Lezama
ICLR 2024 | June 2023
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Fault-Aware Neural Code Rankers
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andres Codas, Mark Encarnación, Shuvendu Lahiri, Madan Musuvathi, Jianfeng Gao
NeurIPS 2022 | November 2022
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Interactive Code Generation via Test-Driven User-Intent Formalization
Shuvendu Lahiri, Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Piali Choudhury, Curtis von Veh, Madan Musuvathi, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao
August 2022
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
-
Data Formulator: AI-powered Concept-driven Visualization Authoring
Chenglong Wang, John Thompson, Bongshin Lee
September 2023
-
Is Self-Repair a Silver Bullet for Code Generation?
Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao, Armando Solar-Lezama
ICLR 2024 | June 2023
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Fault-Aware Neural Code Rankers
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andres Codas, Mark Encarnación, Shuvendu Lahiri, Madan Musuvathi, Jianfeng Gao
NeurIPS 2022 | November 2022
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
-
PhotoScout: Synthesis-Powered Multi-Modal Image Search
Celeste Barnaby, Qiaochu Chen, Chenglong Wang, Isil Dillig
CHI 2024 | May 2024
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How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
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DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala, Chenglong Wang
CHI 2024 | May 2024
Best Paper, CHI 2024
-
Data Formulator: AI-powered Concept-driven Visualization Authoring
Chenglong Wang, John Thompson, Bongshin Lee
September 2023
-
-
-
Fault-Aware Neural Code Rankers
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andres Codas, Mark Encarnación, Shuvendu Lahiri, Madan Musuvathi, Jianfeng Gao
NeurIPS 2022 | November 2022
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Interactive Code Generation via Test-Driven User-Intent Formalization
Shuvendu Lahiri, Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Piali Choudhury, Curtis von Veh, Madan Musuvathi, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao
August 2022
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
CHI 2025 | April 2025
-
PhotoScout: Synthesis-Powered Multi-Modal Image Search
Celeste Barnaby, Qiaochu Chen, Chenglong Wang, Isil Dillig
CHI 2024 | May 2024
-
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
-
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala, Chenglong Wang
CHI 2024 | May 2024
Best Paper, CHI 2024
-
Is Self-Repair a Silver Bullet for Code Generation?
Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao, Armando Solar-Lezama
ICLR 2024 | June 2023
-
Fault-Aware Neural Code Rankers
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andres Codas, Mark Encarnación, Shuvendu Lahiri, Madan Musuvathi, Jianfeng Gao
NeurIPS 2022 | November 2022
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-
-
Data Formulator: AI-powered Concept-driven Visualization Authoring
Chenglong Wang, John Thompson, Bongshin Lee
September 2023
-
-
-
Interactive Code Generation via Test-Driven User-Intent Formalization
Shuvendu Lahiri, Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Piali Choudhury, Curtis von Veh, Madan Musuvathi, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao
August 2022
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