Vu Le

69 papers A* 16A 7B 1Journal 37Unranked 8
YearRankTypeTitle / Venue / Authors
2026 A* conf
The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows.
CHI
Litao Yan, Andrew Head, Ken Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson R. Murphy-Hill
2025 — conf
An empirical study of validating synthetic data for formula generation.
NAACL (Findings)
Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
2025 J jnl
DataVinci: Learning Syntactic and Semantic String Repairs.
Proc. ACM Manag. Data
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Arjun Radhakrishna, Gust Verbruggen
2025 J jnl
Diffusion is a code repair operator and generator.
CoRR
Mukul Singh, Gust Verbruggen, Vu Le, Sumit Gulwani
2025 A* conf
Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions.
AAAI
Bhuvanashree Murugadoss, Christian Pölitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
2025 A* conf
Execution-guided within-prompt search for programming-by-example.
ICLR
Gust Verbruggen, Ashish Tiwari, Mukul Singh, Vu Le, Sumit Gulwani
2025 J jnl
LLM-Guided Compositional Program Synthesis.
CoRR
Ruhma Khan, Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ashish Tiwari, Gust Verbruggen
2025 J jnl
TableTalk: Scaffolding Spreadsheet Development with a Language Agent.
CoRR
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson R. Murphy-Hill, Gustavo Soares
2025 J jnl
TableTalk: Scaffolding Spreadsheet Development with a Language Agent.
ACM Trans. Comput. Hum. Interact.
Jenny T. Liang, Aayush Kumar, Yasharth Bajpai, Sumit Gulwani, Vu Le, Chris Parnin, Arjun Radhakrishna, Ashish Tiwari, Emerson R. Murphy-Hill, Gustavo Soares
2025 J jnl
Tabularis Formatus: Predictive Formatting for Tables.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2025 — conf
TeCoFeS: Text Column Featurization using Semantic Analysis.
NAACL (Findings)
Ananya Singha, Mukul Singh, Ashish Tiwari, Sumit Gulwani, Vu Le, Chris Parnin
2025 J jnl
The Invisible Mentor: Inferring User Actions from Screen Recordings to Recommend Better Workflows.
CoRR
Litao Yan, Andrew Head, Ken Milne, Vu Le, Sumit Gulwani, Chris Parnin, Emerson R. Murphy-Hill
2024 J jnl
An Empirical Study of Validating Synthetic Data for Formula Generation.
CoRR
Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen
2024 A* conf
EmFORE: Learning Email Folder Classification Rules by Demonstration.
AAAI
Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani
2024 J jnl
Evaluating the Evaluator: Measuring LLMs' Adherence to Task Evaluation Instructions.
CoRR
Bhuvanashree Murugadoss, Christian Pölitz, Ian Drosos, Vu Le, Nick McKenna, Carina Suzana Negreanu, Chris Parnin, Advait Sarkar
2024 A* conf
FLAME: A Small Language Model for Spreadsheet Formulas.
AAAI
Harshit Joshi, Abishai Ebenezer, José Pablo Cambronero Sánchez, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen
2024 — conf
One-to-many testing for code generation from (just) natural language.
EMNLP (Findings)
Mansi Uniyal, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
2024 J jnl
PyDex: Repairing Bugs in Introductory Python Assignments using LLMs.
Proc. ACM Program. Lang.
Jialu Zhang, José Pablo Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
2024 A* conf
RAR: Retrieval-augmented retrieval for code generation in low resource languages.
EMNLP
Avik Dutta, Mukul Singh, Gust Verbruggen, Sumit Gulwani, Vu Le
2024 — conf
Semantically Aligned Question and Code Generation for Automated Insight Generation.
LLM4CODE@ICSE
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
2024 J jnl
Semantically Aligned Question and Code Generation for Automated Insight Generation.
CoRR
Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen
2024 — conf
Solving Data-centric Tasks using Large Language Models.
NAACL-HLT (Findings)
Shraddha Barke, Christian Pölitz, Carina Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
2024 J jnl
Solving Data-centric Tasks using Large Language Models.
CoRR
Shraddha Barke, Christian Pölitz, Carina Suzana Negreanu, Benjamin G. Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams
2023 J jnl
Assessing GPT4-V on Structured Reasoning Tasks.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2023 J jnl
CORNET: Learning Spreadsheet Formatting Rules By Example.
Proc. VLDB Endow.
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
CORNET: Learning Table Formatting Rules By Example.
Proc. VLDB Endow.
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
2023 A* conf
CodeFusion: A Pre-trained Diffusion Model for Code Generation.
EMNLP
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
DataVinci: Learning Syntactic and Semantic String Repairs.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 J jnl
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example.
CoRR
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen
2023 A conf
EmFore: Online Learning of Email Folder Classification Rules.
CIKM
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen
2023 J jnl
FLAME: A small language model for spreadsheet formulas.
CoRR
Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen
2023 J jnl
FlashFill++: Scaling Programming by Example by Cutting to the Chase.
Proc. ACM Program. Lang.
José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari
2023 J jnl
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language.
Proc. VLDB Endow.
Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen
2023 J jnl
From Words to Code: Harnessing Data for Program Synthesis from Natural Language.
CoRR
Anirudh Khatry, Joyce Cahoon, Jordan Henkel, Shaleen Deep, K. Venkatesh Emani, Avrilia Floratou, Sumit Gulwani, Vu Le, Mohammad Raza, Sherry Shi, Mukul Singh, Ashish Tiwari
2023 — conf
Personalized action suggestions in low-code automation platforms.
ICSE Companion
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
2023 J jnl
Personalized action suggestions in low-code automation platforms.
CoRR
Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le
2023 A* conf
Repair Is Nearly Generation: Multilingual Program Repair with LLMs.
AAAI
Harshit Joshi, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Gust Verbruggen, Ivan Radicek
2023 J jnl
TST
CoRR
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen
2023 — conf
TSTR: Target Similarity Tuning Meets the Real World.
EMNLP (Findings)
Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen
2023 J jnl
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs.
CoRR
Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin
2022 J jnl
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example.
CoRR
Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen
2022 — conf
NL2Viz: natural language to visualization via constrained syntax-guided synthesis.
ESEC/SIGSOFT FSE
Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie
2022 J jnl
Neurosymbolic Repair for Low-Code Formula Languages.
CoRR
Rohan Bavishi, Harshit Joshi, José Pablo Cambronero Sánchez, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
2022 J jnl
Neurosymbolic repair for low-code formula languages.
Proc. ACM Program. Lang.
Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari
2022 J jnl
Repair Is Nearly Generation: Multilingual Program Repair with LLMs.
CoRR
Harshit Joshi, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen
2022 J jnl
Repairing Bugs in Python Assignments Using Large Language Models.
CoRR
Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen
2022 A* conf
Synchromesh: Reliable Code Generation from Pre-trained Language Models.
ICLR
Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
2022 J jnl
Synchromesh: Reliable code generation from pre-trained language models.
CoRR
Gabriel Poesia, Oleksandr Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani
2021 A* conf
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis.
ICSE
Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman
2021 J jnl
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis.
CoRR
Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman
2021 J jnl
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis.
CoRR
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2021 J jnl
Multi-modal program inference: a marriage of pre-trained language models and component-based synthesis.
Proc. ACM Program. Lang.
Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari
2021 J jnl
Semantic programming by example with pre-trained models.
Proc. ACM Program. Lang.
Gust Verbruggen, Vu Le, Sumit Gulwani
2021 A* conf
reCode : A Lightweight Find-and-Replace Interaction in the IDE for Transforming Code by Example.
UIST
Wode Ni, Joshua Sunshine, Vu Le, Sumit Gulwani, Titus Barik
2020 B conf
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction.
ICPR
Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani
2020 J jnl
Structure interpretation of text formats.
Proc. ACM Program. Lang.
Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ivan Radicek, Mohammad Raza
2019 J jnl
On the fly synthesis of edit suggestions.
Proc. ACM Program. Lang.
Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa
2017 J jnl
Interactive Program Synthesis.
CoRR
Vu Le, Daniel Perelman, Oleksandr Polozov, Mohammad Raza, Abhishek Udupa, Sumit Gulwani
2016 A* conf
Finding and analyzing compiler warning defects.
ICSE
Chengnian Sun, Vu Le, Zhendong Su
2016 A conf
Finding compiler bugs via live code mutation.
OOPSLA
Chengnian Sun, Vu Le, Zhendong Su
2016 A conf
Toward understanding compiler bugs in GCC and LLVM.
ISSTA
Chengnian Sun, Vu Le, Qirun Zhang, Zhendong Su
2015 A conf
Finding deep compiler bugs via guided stochastic program mutation.
OOPSLA
Vu Le, Chengnian Sun, Zhendong Su
2015 A conf
Randomized stress-testing of link-time optimizers.
ISSTA
Vu Le, Chengnian Sun, Zhendong Su
2015 A* conf
User Interaction Models for Disambiguation in Programming by Example.
UIST
Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani
2014 A* conf
Compiler validation via equivalence modulo inputs.
PLDI
Vu Le, Mehrdad Afshari, Zhendong Su
2014 A* conf
FlashExtract: a framework for data extraction by examples.
PLDI
Vu Le, Sumit Gulwani
2013 A* conf
Automatic detection of floating-point exceptions.
POPL
Earl T. Barr, Thanh Vo, Vu Le, Zhendong Su
2013 A conf
Keyword programming for TouchDevelop.
MobiSys
Vu Le, Jonathan de Halleux, Sumit Gulwani, Zhendong Su
2013 A conf
SmartSynth: synthesizing smartphone automation scripts from natural language.
MobiSys
Vu Le, Sumit Gulwani, Zhendong Su