Chenglong Wang

51 papers A* 14A 2Journal 30Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
PiCCL: Data-Driven Composition of Bespoke Pictorial Charts.
IEEE Trans. Vis. Comput. Graph.
Haoyan Shi, Yunhai Wang, Junhao Chen, Chenglong Wang, Bongshin Lee
2026 J jnl
PlugMem: A Task-Agnostic Plugin Memory Module for LLM Agents.
CoRR
Ke Yang, Zixi Chen, Xuan He, Jize Jiang, Michel Galley, Chenglong Wang, Jianfeng Gao, Jiawei Han, ChengXiang Zhai
2026 A conf
ReUseIt: Synthesizing Reusable AI Agent Workflows for Web Automation.
IUI
Yimeng Liu, Misha Sra, Jeevana Priya Inala, Chenglong Wang
2025 J jnl
Challenges & Opportunities with LLM-Assisted Visualization Retargeting.
CoRR
Luke S. Snyder, Chenglong Wang, Steven Mark Drucker
2025 A* conf
Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way.
CHI
Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao
2025 J jnl
ReUseIt: Synthesizing Reusable AI Agent Workflows for Web Automation.
CoRR
Yimeng Liu, Misha Sra, Jeevana Priya Inala, Chenglong Wang
2025 J jnl
Towards Understanding Graphical Perception in Large Multimodal Models.
CoRR
Kai Zhang, Jianwei Yang, Jeevana Priya Inala, Chandan Singh, Jianfeng Gao, Yu Su, Chenglong Wang
2024 A* conf
Contextualized Data-Wrangling Code Generation in Computational Notebooks.
ASE
Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu
2024 J jnl
Contextualized Data-Wrangling Code Generation in Computational Notebooks.
CoRR
Junjie Huang, Daya Guo, Chenglong Wang, Jiazhen Gu, Shuai Lu, Jeevana Priya Inala, Cong Yan, Jianfeng Gao, Nan Duan, Michael R. Lyu
2024 J jnl
Data Analysis in the Era of Generative AI.
CoRR
Jeevana Priya Inala, Chenglong Wang, Steven Mark Drucker, Gonzalo Ramos, Victor Dibia, Nathalie Riche, Dave Brown, Dan Marshall, Jianfeng Gao
2024 J jnl
Data Formulator 2: Iteratively Creating Rich Visualizations with AI.
CoRR
Chenglong Wang, Bongshin Lee, Steven Mark Drucker, Dan Marshall, Jianfeng Gao
2024 J jnl
Data Formulator: AI-Powered Concept-Driven Visualization Authoring.
IEEE Trans. Vis. Comput. Graph.
Chenglong Wang, John Thompson, Bongshin Lee
2024 A* conf
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing.
CHI
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala, Chenglong Wang
2024 J jnl
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing.
CoRR
Priyan Vaithilingam, Elena L. Glassman, Jeevana Priya Inala, Chenglong Wang
2024 A* conf
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
CHI
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
2024 A* conf
Is Self-Repair a Silver Bullet for Code Generation?
ICLR
Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao, Armando Solar-Lezama
2024 A* conf
PhotoScout: Synthesis-Powered Multi-Modal Image Search.
CHI
Celeste Barnaby, Qiaochu Chen, Chenglong Wang, Isil Dillig
2024 J jnl
PhotoScout: Synthesis-Powered Multi-Modal Image Search.
CoRR
Celeste Barnaby, Qiaochu Chen, Chenglong Wang, Isil Dillig
2023 J jnl
Data Formulator: AI-powered Concept-driven Visualization Authoring.
CoRR
Chenglong Wang, John Thompson, Bongshin Lee
2023 J jnl
Demystifying GPT Self-Repair for Code Generation.
CoRR
Theo X. Olausson, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao, Armando Solar-Lezama
2023 A* conf
Fast and Reliable Program Synthesis via User Interaction.
ASE
Yanju Chen, Chenglong Wang, Xinyu Wang, Osbert Bastani, Yu Feng
2023 J jnl
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
CoRR
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker
2023 A* conf
Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions.
ICLR
Ansong Ni, Jeevana Priya Inala, Chenglong Wang, Alex Polozov, Christopher Meek, Dragomir Radev, Jianfeng Gao
2023 A* conf
On the Design of AI-powered Code Assistants for Notebooks.
CHI
Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
2023 J jnl
On the Design of AI-powered Code Assistants for Notebooks.
CoRR
Andrew M. McNutt, Chenglong Wang, Robert A. DeLine, Steven Mark Drucker
2023 J jnl
Towards Auto-Generated Data Systems.
Proc. VLDB Endow.
Alvin Cheung, Maaz Bin Safeer Ahmad, Brandon Haynes, Chanwut Kittivorawong, Shadaj Laddad, Xiaoxuan Liu, Chenglong Wang, Cong Yan
2022 — conf
CodeExp: Explanatory Code Document Generation.
EMNLP (Findings)
Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan
2022 J jnl
CodeExp: Explanatory Code Document Generation.
CoRR
Haotian Cui, Chenglong Wang, Junjie Huang, Jeevana Priya Inala, Todd Mytkowicz, Bo Wang, Jianfeng Gao, Nan Duan
2022 J jnl
Execution-based Evaluation for Data Science Code Generation Models.
CoRR
Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin B. Clement, Nan Duan, Jianfeng Gao
2022 A* conf
Fault-Aware Neural Code Rankers.
NeurIPS
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andrés Codas, Mark Encarnación, Shuvendu K. Lahiri, Madanlal Musuvathi, Jianfeng Gao
2022 J jnl
Fault-Aware Neural Code Rankers.
CoRR
Jeevana Priya Inala, Chenglong Wang, Mei Yang, Andrés Codas, Mark Encarnación, Shuvendu K. Lahiri, Madanlal Musuvathi, Jianfeng Gao
2022 J jnl
Interactive Code Generation via Test-Driven User-Intent Formalization.
CoRR
Shuvendu K. Lahiri, Aaditya Naik, Georgios Sakkas, Piali Choudhury, Curtis von Veh, Madanlal Musuvathi, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao
2022 J jnl
Learning from Self-Sampled Correct and Partially-Correct Programs.
CoRR
Ansong Ni, Jeevana Priya Inala, Chenglong Wang, Oleksandr Polozov, Christopher Meek, Dragomir R. Radev, Jianfeng Gao
2022 J jnl
Synthesizing Analytical SQL Queries from Computation Demonstration.
CoRR
Xiangyu Zhou, Rastislav Bodík, Alvin Cheung, Chenglong Wang
2022 A* conf
Synthesizing analytical SQL queries from computation demonstration.
PLDI
Xiangyu Zhou, Rastislav Bodík, Alvin Cheung, Chenglong Wang
2022 J jnl
Type-Directed Synthesis of Visualizations from Natural Language Queries.
CoRR
Qiaochu Chen, Shankara Pailoor, Celeste Barnaby, Abby Criswell, Chenglong Wang, Greg Durrett, Isil Dillig
2022 J jnl
Type-directed synthesis of visualizations from natural language queries.
Proc. ACM Program. Lang.
Qiaochu Chen, Shankara Pailoor, Celeste Barnaby, Abby Criswell, Chenglong Wang, Greg Durrett, Isil Dillig
2021 A* conf
Falx: Synthesis-Powered Visualization Authoring.
CHI
Chenglong Wang, Yu Feng, Rastislav Bodík, Isil Dillig, Alvin Cheung, Amy J. Ko
2021 J jnl
Falx: Synthesis-Powered Visualization Authoring.
CoRR
Chenglong Wang, Yu Feng, Rastislav Bodík, Isil Dillig, Alvin Cheung, Amy J. Ko
2020 — conf
Program Synthesis Using Deduction-Guided Reinforcement Learning.
CAV (2)
Yanju Chen, Chenglong Wang, Osbert Bastani, Isil Dillig, Yu Feng
2020 A* conf
Scout: Rapid Exploration of Interface Layout Alternatives through High-Level Design Constraints.
CHI
Amanda Swearngin, Chenglong Wang, Alannah Oleson, James Fogarty, Amy J. Ko
2020 J jnl
Scout: Rapid Exploration of Interface Layout Alternatives through High-Level Design Constraints.
CoRR
Amanda Swearngin, Chenglong Wang, Alannah Oleson, James Fogarty, Amy J. Ko
2020 — conf
Testing query execution engines with mutations.
DBTest@SIGMOD
Xinyue Chen, Chenglong Wang, Alvin Cheung
2020 J jnl
Visualization by example.
Proc. ACM Program. Lang.
Chenglong Wang, Yu Feng, Rastislav Bodík, Alvin Cheung, Isil Dillig
2019 J jnl
Visualization by Example.
CoRR
Chenglong Wang, Yu Feng, Rastislav Bodík, Alvin Cheung, Isil Dillig
2018 J jnl
Execution-Guided Neural Program Decoding.
CoRR
Chenglong Wang, Po-Sen Huang, Alex Polozov, Marc Brockschmidt, Rishabh Singh
2018 J jnl
Speeding up symbolic reasoning for relational queries.
Proc. ACM Program. Lang.
Chenglong Wang, Alvin Cheung, Rastislav Bodík
2017 A conf
Cosette: An Automated Prover for SQL.
CIDR
Shumo Chu, Chenglong Wang, Konstantin Weitz, Alvin Cheung
2017 — conf
Demonstration of the Cosette Automated SQL Prover.
SIGMOD Conference
Shumo Chu, Daniel Li, Chenglong Wang, Alvin Cheung, Dan Suciu
2017 — conf
Interactive Query Synthesis from Input-Output Examples.
SIGMOD Conference
Chenglong Wang, Alvin Cheung, Rastislav Bodík
2017 A* conf
Synthesizing highly expressive SQL queries from input-output examples.
PLDI
Chenglong Wang, Alvin Cheung, Rastislav Bodík