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
Publications
Publications by Year
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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
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
CHI 2024 | May 2024
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
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
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
Publications by Research Area
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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
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
-
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
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
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
Publications by Type
-
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
-
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