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ORCIDSumit Gulwani
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- affiliation: Microsoft Research
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Journal Articles
- 2024
[j30]Jialu Zhang
, José Pablo Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen:
PyDex: Repairing Bugs in Introductory Python Assignments using LLMs. Proc. ACM Program. Lang. 8(OOPSLA1): 1100-1124 (2024)- 2023
- [j29]José Cambronero, Sumit Gulwani, Vu Le, Daniel Perelman, Arjun Radhakrishna, Clint Simon, Ashish Tiwari:
FlashFill++: Scaling Programming by Example by Cutting to the Chase. Proc. ACM Program. Lang. 7(POPL): 952-981 (2023) - [j28]Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen:
CORNET: Learning Table Formatting Rules By Example. Proc. VLDB Endow. 16(10): 2632-2644 (2023) - [j27]Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen:
CORNET: Learning Spreadsheet Formatting Rules By Example. Proc. VLDB Endow. 16(12): 4058-4061 (2023) - [j26]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Elnaz Nouri, Mohammad Raza, Gust Verbruggen:
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language. Proc. VLDB Endow. 17(3): 497-510 (2023) - 2022
- [j25]Titus Barik, Sumit Gulwani, Mario Juarez:
Storytelling and science. Commun. ACM 65(10): 27-30 (2022) - [j24]Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari:
Overwatch: learning patterns in code edit sequences. Proc. ACM Program. Lang. 6(OOPSLA2): 395-423 (2022) - [j23]Rohan Bavishi, Harshit Joshi, José Cambronero, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari:
Neurosymbolic repair for low-code formula languages. Proc. ACM Program. Lang. 6(OOPSLA2): 1093-1122 (2022) - 2021
- [j22]Xiang Gao, Arjun Radhakrishna, Gustavo Soares, Ridwan Shariffdeen, Sumit Gulwani, Abhik Roychoudhury:
APIfix: output-oriented program synthesis for combating breaking changes in libraries. Proc. ACM Program. Lang. 5(OOPSLA): 1-27 (2021) - [j21]Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari:
Multi-modal program inference: a marriage of pre-trained language models and component-based synthesis. Proc. ACM Program. Lang. 5(OOPSLA): 1-29 (2021) - [j20]Gust Verbruggen, Vu Le, Sumit Gulwani:
Semantic programming by example with pre-trained models. Proc. ACM Program. Lang. 5(OOPSLA): 1-25 (2021) - 2020
- [j19]Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ivan Radicek, Mohammad Raza:
Structure interpretation of text formats. Proc. ACM Program. Lang. 4(OOPSLA): 212:1-212:29 (2020) - [j18]Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachiappan Nagappan, Ashish Tiwari:
Feedback-driven semi-supervised synthesis of program transformations. Proc. ACM Program. Lang. 4(OOPSLA): 219:1-219:30 (2020) - 2019
- [j17]Anders Miltner, Sumit Gulwani, Vu Le, Alan Leung, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari, Abhishek Udupa:
On the fly synthesis of edit suggestions. Proc. ACM Program. Lang. 3(OOPSLA): 143:1-143:29 (2019) - 2018
- [j16]Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein:
FlashProfile: a framework for synthesizing data profiles. Proc. ACM Program. Lang. 2(OOPSLA): 150:1-150:28 (2018) - 2017
- [j15]Peter Bailis, Peter Alvaro, Sumit Gulwani:
Research for practice: tracing and debugging distributed systems; programming by examples. Commun. ACM 60(7): 46-49 (2017) - [j14]Sumit Gulwani, Oleksandr Polozov, Rishabh Singh:
Program Synthesis. Found. Trends Program. Lang. 4(1-2): 1-119 (2017) - [j13]Peter Alvaro, Sumit Gulwani, Peter Bailis:
Research for Practice: Tracing and Debugging Distributed Systems; Programming by Examples. ACM Queue 15(1): 60 (2017) - 2016
- [j12]Sumit Gulwani:
Technical Perspective: Program synthesis using stochastic techniques. Commun. ACM 59(2): 113 (2016) - 2015
- [j11]Sumit Gulwani, José Hernández-Orallo, Emanuel Kitzelmann, Stephen H. Muggleton, Ute Schmid, Benjamin G. Zorn:
Inductive programming meets the real world. Commun. ACM 58(11): 90-99 (2015) - [j10]Loris D'Antoni, Dileep Kini, Rajeev Alur, Sumit Gulwani, Mahesh Viswanathan, Björn Hartmann:
How Can Automatic Feedback Help Students Construct Automata? ACM Trans. Comput. Hum. Interact. 22(2): 9:1-9:24 (2015) - 2014
- [j9]Sumit Gulwani:
Example-based learning in computer-aided STEM education. Commun. ACM 57(8): 70-80 (2014) - 2013
- [j8]Saurabh Srivastava, Sumit Gulwani, Jeffrey S. Foster:
Template-based program verification and program synthesis. Int. J. Softw. Tools Technol. Transf. 15(5-6): 497-518 (2013) - 2012
- [j7]Sumit Gulwani, William R. Harris, Rishabh Singh:
Spreadsheet data manipulation using examples. Commun. ACM 55(8): 97-105 (2012) - [j6]Swarat Chaudhuri, Sumit Gulwani, Roberto Lublinerman:
Continuity and robustness of programs. Commun. ACM 55(8): 107-115 (2012) - [j5]Rishabh Singh, Sumit Gulwani:
Learning Semantic String Transformations from Examples. Proc. VLDB Endow. 5(8): 740-751 (2012) - 2011
- [j4]Ankur Taly, Sumit Gulwani, Ashish Tiwari:
Synthesizing switching logic using constraint solving. Int. J. Softw. Tools Technol. Transf. 13(6): 519-535 (2011) - 2007
- [j3]Sumit Gulwani, George C. Necula:
A polynomial-time algorithm for global value numbering. Sci. Comput. Program. 64(1): 97-114 (2007) - 2005
- [j2]Sumit Gulwani, George C. Necula:
A randomized satisfiability procedure for arithmetic and uninterpreted function symbols. Inf. Comput. 199(1-2): 107-131 (2005) - 2001
- [j1]Sumit Gulwani, A. Tarachandani, Deepak Gupta, Dheeraj Sanghi, Luciano Porto Barreto, Gilles Muller, Charles Consel:
WebCaL - a domain specific language for web caching. Comput. Commun. 24(2): 191-201 (2001)
Conference and Workshop Papers
- 2024
- [c136]Harshit Joshi, Abishai Ebenezer, José Pablo Cambronero Sánchez, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen:
FLAME: A Small Language Model for Spreadsheet Formulas. AAAI 2024: 12995-13003 - [c135]Mukul Singh, Gust Verbruggen, José Cambronero, Vu Le, Sumit Gulwani:
EmFORE: Learning Email Folder Classification Rules by Demonstration. AAAI 2024: 23835-23837 - [c134]Param Biyani, Yasharth Bajpai, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani:
RUBICON: Rubric-Based Evaluation of Domain-Specific Human AI Conversations. AIware 2024 - [c133]Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares:
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. LAK 2024: 12-23 - [c132]Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen:
Semantically Aligned Question and Code Generation for Automated Insight Generation. LLM4CODE@ICSE 2024: 127-134 - [c131]Anjali Singh, Anna Fariha, Christopher Brooks, Gustavo Soares, Austin Z. Henley, Ashish Tiwari, Chethan M, Heeryung Choi, Sumit Gulwani:
Investigating Student Mistakes in Introductory Data Science Programming. SIGCSE (1) 2024: 1258-1264 - [c130]Yasharth Bajpai, Bhavya Chopra, Param Biyani, Cagri Aslan, Dustin Coleman, Sumit Gulwani, Chris Parnin, Arjun Radhakrishna, Gustavo Soares:
Let's Fix this Together: Conversational Debugging with GitHub Copilot. VL/HCC 2024: 1-12 - 2023
- [c129]Harshit Joshi, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Gust Verbruggen, Ivan Radicek:
Repair Is Nearly Generation: Multilingual Program Repair with LLMs. AAAI 2023: 5131-5140 - [c128]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen:
EmFore: Online Learning of Email Folder Classification Rules. CIKM 2023: 2280-2290 - [c127]Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares:
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. EDM 2023 - [c126]Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Mukul Singh, Ananya Singha, Gust Verbruggen:
TSTR: Target Similarity Tuning Meets the Real World. EMNLP (Findings) 2023: 10256-10261 - [c125]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen:
CodeFusion: A Pre-trained Diffusion Model for Code Generation. EMNLP 2023: 11697-11708 - [c124]Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares:
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. ICER (2) 2023: 41-42 - [c123]Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang, Aaron Yim:
Towards More Effective AI-Assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode's User Experience. ICSE-SEIP 2023: 185-195 - [c122]Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le:
Personalized action suggestions in low-code automation platforms. ICSE Companion 2023: 346-350 - [c121]Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari:
CoWrangler: Recommender System for Data-Wrangling Scripts. SIGMOD Conference Companion 2023: 147-150 - [c120]Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari:
Grace: Language Models Meet Code Edits. ESEC/SIGSOFT FSE 2023: 1483-1495 - 2022
- [c119]Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani:
Synchromesh: Reliable Code Generation from Pre-trained Language Models. ICLR 2022 - [c118]Sumit Gulwani:
AI-assisted programming: applications, user experiences, and neuro-symbolic techniques (keynote). ESEC/SIGSOFT FSE 2022: 1 - [c117]Zhengkai Wu, Vu Le, Ashish Tiwari, Sumit Gulwani, Arjun Radhakrishna, Ivan Radicek, Gustavo Soares, Xinyu Wang, Zhenwen Li, Tao Xie:
NL2Viz: natural language to visualization via constrained syntax-guided synthesis. ESEC/SIGSOFT FSE 2022: 972-983 - 2021
- [c116]Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman:
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis. ICSE 2021: 785-796 - [c115]Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou:
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems. SIGMOD Conference 2021: 499-512 - [c114]Anna Fariha, Ashish Tiwari, Alexandra Meliou, Arjun Radhakrishna, Sumit Gulwani:
CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning. SIGMOD Conference 2021: 2706-2710 - [c113]Wode Ni, Joshua Sunshine, Vu Le, Sumit Gulwani, Titus Barik:
reCode : A Lightweight Find-and-Replace Interaction in the IDE for Transforming Code by Example. UIST 2021: 258-269 - 2020
- [c112]Ian Drosos, Titus Barik, Philip J. Guo, Robert DeLine, Sumit Gulwani:
Wrex: A Unified Programming-by-Example Interaction for Synthesizing Readable Code for Data Scientists. CHI 2020: 1-12 - [c111]Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani:
An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction. ICPR 2020: 4062-4069 - [c110]Mohammad Raza, Sumit Gulwani:
Web Data Extraction using Hybrid Program Synthesis: A Combination of Top-down and Bottom-up Inference. SIGMOD Conference 2020: 1967-1978 - [c109]Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani:
ExTuNe: Explaining Tuple Non-conformance. SIGMOD Conference 2020: 2741-2744 - 2019
- [c108]Nagarajan Natarajan, Danny Simmons, Naren Datha, Prateek Jain, Sumit Gulwani:
Learning Natural Programs from a Few Examples in Real-Time. AISTATS 2019: 1714-1722 - 2018
- [c107]Mohammad Raza, Sumit Gulwani:
Disjunctive Program Synthesis: A Robust Approach to Programming by Example. AAAI 2018: 1403-1412 - [c106]Molly Q. Feldman, Ji Yong Cho, Monica Ong, Sumit Gulwani, Zoran Popovic, Erik Andersen:
Automatic Diagnosis of Students' Misconceptions in K-8 Mathematics. CHI 2018: 264 - [c105]Ashwin Kalyan, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani:
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. ICLR (Poster) 2018 - [c104]Umair Z. Ahmed, Pawan Kumar, Amey Karkare, Purushottam Kar, Sumit Gulwani:
Compilation error repair: for the student programs, from the student programs. ICSE (SEET) 2018: 78-87 - [c103]Sumit Gulwani, Ivan Radicek, Florian Zuleger:
Automated clustering and program repair for introductory programming assignments. PLDI 2018: 465-480 - 2017
- [c102]Mohammad Raza, Sumit Gulwani:
Automated Data Extraction Using Predictive Program Synthesis. AAAI 2017: 882-890 - [c101]Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay:
Synthesis of Problems for Shaded Area Geometry Reasoning. AIED 2017: 455-458 - [c100]Sumit Gulwani, Prateek Jain:
Programming by Examples: PL Meets ML. APLAS 2017: 3-20 - [c99]Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay:
Synthesis of Solutions for Shaded Area Geometry Problems. FLAIRS 2017: 14-19 - [c98]Reudismam Rolim, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Björn Hartmann:
Learning syntactic program transformations from examples. ICSE 2017: 404-415 - [c97]Kevin Ellis, Sumit Gulwani:
Learning to Learn Programs from Examples: Going Beyond Program Structure. IJCAI 2017: 1638-1645 - [c96]Sumit Gulwani:
Programming by examples: applications, algorithms, and ambiguity resolution. PPDP 2017: 2 - 2016
- [c95]Sumit Gulwani:
Programming by Examples: Applications, Algorithms, and Ambiguity Resolution. IJCAR 2016: 9-14 - [c94]Aditya Desai, Sumit Gulwani, Vineet Hingorani, Nidhi Jain, Amey Karkare, Mark Marron, Sailesh R, Subhajit Roy:
Program synthesis using natural language. ICSE 2016: 345-356 - [c93]Xinyu Wang, Sumit Gulwani, Rishabh Singh:
FIDEX: filtering spreadsheet data using examples. OOPSLA 2016: 195-213 - [c92]Shaon Barman, Sarah E. Chasins, Rastislav Bodík, Sumit Gulwani:
Ringer: web automation by demonstration. OOPSLA 2016: 748-764 - [c91]Rishabh Singh, Sumit Gulwani:
Transforming spreadsheet data types using examples. POPL 2016: 343-356 - [c90]Florian Zuleger, Ivan Radicek, Sumit Gulwani:
Feedback generation for performance problems in introductory programming assignments. Software Engineering 2016: 49-50 - [c89]Shalini Kaleeswaran, Anirudh Santhiar, Aditya Kanade, Sumit Gulwani:
Semi-supervised verified feedback generation. SIGSOFT FSE 2016: 739-750 - 2015
- [c88]Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani:
Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games. AAAI 2015: 745-752 - [c87]Rishabh Singh, Sumit Gulwani:
Predicting a Correct Program in Programming by Example. CAV (1) 2015: 398-414 - [c86]Eleanor O'Rourke, Erik Andersen, Sumit Gulwani, Zoran Popovic:
A Framework for Automatically Generating Interactive Instructional Scaffolding. CHI 2015: 1545-1554 - [c85]Eric Butler, Erik Andersen, Adam M. Smith, Sumit Gulwani, Zoran Popovic:
Automatic Game Progression Design through Analysis of Solution Features. CHI 2015: 2407-2416 - [c84]Darren Edge, Sumit Gulwani, Natasa Milic-Frayling, Mohammad Raza, Reza Adhitya Saputra, Chao Wang, Koji Yatani:
Mixed-Initiative Approaches to Global Editing in Slideware. CHI 2015: 3503-3512 - [c83]Sumit Gulwani, Mikaël Mayer, Filip Niksic, Ruzica Piskac:
StriSynth: Synthesis for Live Programming. ICSE (2) 2015: 701-704 - [c82]Oleksandr Polozov, Eleanor O'Rourke, Adam M. Smith, Luke Zettlemoyer, Sumit Gulwani, Zoran Popovic:
Personalized Mathematical Word Problem Generation. IJCAI 2015: 381-388 - [c81]Dileep Kini, Sumit Gulwani:
FlashNormalize: Programming by Examples for Text Normalization. IJCAI 2015: 776-783 - [c80]Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling:
Compositional Program Synthesis from Natural Language and Examples. IJCAI 2015: 792-800 - [c79]Oleksandr Polozov, Sumit Gulwani:
FlashMeta: a framework for inductive program synthesis. OOPSLA 2015: 107-126 - [c78]Ravichandhran Madhavan, Mikaël Mayer, Sumit Gulwani, Viktor Kuncak:
Automating grammar comparison. OOPSLA 2015: 183-200 - [c77]Daniel W. Barowy, Sumit Gulwani, Ted Hart, Benjamin G. Zorn:
FlashRelate: extracting relational data from semi-structured spreadsheets using examples. PLDI 2015: 218-228 - [c76]Sumit Gulwani:
Automating Repetitive Tasks for the Masses. POPL 2015: 1-2 - [c75]Mikaël Mayer, Gustavo Soares, Maxim Grechkin, Vu Le, Mark Marron, Oleksandr Polozov, Rishabh Singh, Benjamin G. Zorn, Sumit Gulwani:
User Interaction Models for Disambiguation in Programming by Example. UIST 2015: 291-301 - [c74]Sarah E. Chasins, Shaon Barman, Rastislav Bodík, Sumit Gulwani:
Browser Record and Replay as a Building Block for End-User Web Automation Tools. WWW (Companion Volume) 2015: 179-182 - 2014
- [c73]Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay:
Synthesis of Geometry Proof Problems. AAAI 2014: 245-252 - [c72]Mohammad Raza, Sumit Gulwani, Natasa Milic-Frayling:
Programming by Example Using Least General Generalizations. AAAI 2014: 283-290 - [c71]Sumit Gulwani:
Applications of program synthesis to end-user programming and intelligent tutoring systems. GECCO (Companion) 2014: 5-6 - [c70]Salman Cheema, Sarah Buchanan, Sumit Gulwani, Joseph J. LaViola Jr.:
A practical framework for constructing structured drawings. IUI 2014: 311-316 - [c69]Oleksandr Polozov, Sumit Gulwani:
LaSEWeb: automating search strategies over semi-structured web data. KDD 2014: 741-750 - [c68]Daniel Perelman, Sumit Gulwani, Dan Grossman, Peter Provost:
Test-driven synthesis. PLDI 2014: 408-418 - [c67]Vu Le, Sumit Gulwani:
FlashExtract: a framework for data extraction by examples. PLDI 2014: 542-553 - [c66]Sumit Gulwani, Mark Marron:
NLyze: interactive programming by natural language for spreadsheet data analysis and manipulation. SIGMOD Conference 2014: 803-814 - [c65]Sumit Gulwani, Ivan Radicek, Florian Zuleger:
Feedback generation for performance problems in introductory programming assignments. SIGSOFT FSE 2014: 41-51 - 2013
- [c64]Aws Albarghouthi, Sumit Gulwani, Zachary Kincaid:
Recursive Program Synthesis. CAV 2013: 934-950 - [c63]Erik Andersen, Sumit Gulwani, Zoran Popovic:
A trace-based framework for analyzing and synthesizing educational progressions. CHI 2013: 773-782 - [c62]Aditya Krishna Menon, Omer Tamuz, Sumit Gulwani, Butler W. Lampson, Adam Kalai:
A Machine Learning Framework for Programming by Example. ICML (1) 2013: 187-195 - [c61]Nikolai Tillmann, Jonathan de Halleux, Tao Xie, Sumit Gulwani, Judith Bishop:
Teaching and learning programming and software engineering via interactive gaming. ICSE 2013: 1117-1126 - [c60]Umair Z. Ahmed, Sumit Gulwani, Amey Karkare:
Automatically Generating Problems and Solutions for Natural Deduction. IJCAI 2013: 1968-1975 - [c59]Rajeev Alur, Loris D'Antoni, Sumit Gulwani, Dileep Kini, Mahesh Viswanathan:
Automated Grading of DFA Constructions. IJCAI 2013: 1976-1982 - [c58]Shachar Itzhaky, Sumit Gulwani, Neil Immerman, Mooly Sagiv:
Solving Geometry Problems Using a Combination of Symbolic and Numerical Reasoning. LPAR 2013: 457-472 - [c57]Vu Le, Sumit Gulwani, Zhendong Su:
SmartSynth: synthesizing smartphone automation scripts from natural language. MobiSys 2013: 193-206 - [c56]Vu Le, Jonathan de Halleux, Sumit Gulwani, Zhendong Su:
Keyword programming for TouchDevelop. MobiSys 2013: 463-464 - [c55]Rishabh Singh, Sumit Gulwani, Armando Solar-Lezama:
Automated feedback generation for introductory programming assignments. PLDI 2013: 15-26 - [c54]Sriram Sankaranarayanan, Aleksandar Chakarov, Sumit Gulwani:
Static analysis for probabilistic programs: inferring whole program properties from finitely many paths. PLDI 2013: 447-458 - [c53]Gilles Barthe, Juan Manuel Crespo, Sumit Gulwani, César Kunz, Mark Marron:
From relational verification to SIMD loop synthesis. PPoPP 2013: 123-134 - [c52]Kuat Yessenov, Shubham Tulsiani, Aditya Krishna Menon, Robert C. Miller, Sumit Gulwani, Butler W. Lampson, Adam Kalai:
A colorful approach to text processing by example. UIST 2013: 495-504 - 2012
- [c51]Rohit Singh, Sumit Gulwani, Sriram K. Rajamani:
Automatically Generating Algebra Problems. AAAI 2012: 1620-1628 - [c50]Rishabh Singh, Sumit Gulwani:
Synthesizing Number Transformations from Input-Output Examples. CAV 2012: 634-651 - [c49]Salman Cheema, Sumit Gulwani, Joseph J. LaViola Jr.:
QuickDraw: improving drawing experience for geometric diagrams. CHI 2012: 1037-1064 - [c48]Daniel Perelman, Sumit Gulwani, Thomas Ball, Dan Grossman:
Type-directed completion of partial expressions. PLDI 2012: 275-286 - [c47]Sumit Gulwani:
Synthesis from Examples: Interaction Models and Algorithms. SYNASC 2012: 8-14 - 2011
- [c46]Sumit Gulwani, Vijay Anand Korthikanti, Ashish Tiwari:
Synthesizing geometry constructions. PLDI 2011: 50-61 - [c45]Sumit Gulwani, Susmit Jha, Ashish Tiwari, Ramarathnam Venkatesan:
Synthesis of loop-free programs. PLDI 2011: 62-73 - [c44]William R. Harris, Sumit Gulwani:
Spreadsheet table transformations from examples. PLDI 2011: 317-328 - [c43]Saurabh Srivastava, Sumit Gulwani, Swarat Chaudhuri, Jeffrey S. Foster:
Path-based inductive synthesis for program inversion. PLDI 2011: 492-503 - [c42]Sumit Gulwani:
Automating string processing in spreadsheets using input-output examples. POPL 2011: 317-330 - [c41]Florian Zuleger, Sumit Gulwani, Moritz Sinn, Helmut Veith:
Bound Analysis of Imperative Programs with the Size-Change Abstraction. SAS 2011: 280-297 - [c40]Swarat Chaudhuri, Sumit Gulwani, Roberto Lublinerman, Sara NavidPour:
Proving programs robust. SIGSOFT FSE 2011: 102-112 - 2010
- [c39]Sumit Gulwani:
Dimensions in program synthesis. FMCAD 2010: 1 - [c38]Susmit Jha, Sumit Gulwani, Sanjit A. Seshia, Ashish Tiwari:
Synthesizing switching logic for safety and dwell-time requirements. ICCPS 2010: 22-31 - [c37]Susmit Jha, Sumit Gulwani, Sanjit A. Seshia, Ashish Tiwari:
Oracle-guided component-based program synthesis. ICSE (1) 2010: 215-224 - [c36]Shachar Itzhaky, Sumit Gulwani, Neil Immerman, Mooly Sagiv:
A simple inductive synthesis methodology and its applications. OOPSLA 2010: 36-46 - [c35]Sumit Gulwani, Florian Zuleger:
The reachability-bound problem. PLDI 2010: 292-304 - [c34]Swarat Chaudhuri, Sumit Gulwani, Roberto Lublinerman:
Continuity analysis of programs. POPL 2010: 57-70 - [c33]Saurabh Srivastava, Sumit Gulwani, Jeffrey S. Foster:
From program verification to program synthesis. POPL 2010: 313-326 - [c32]Sumit Gulwani:
Dimensions in program synthesis. PPDP 2010: 13-24 - 2009
- [c31]Sumit Gulwani:
SPEED: Symbolic Complexity Bound Analysis. CAV 2009: 51-62 - [c30]Saurabh Srivastava, Sumit Gulwani, Jeffrey S. Foster:
VS3: SMT Solvers for Program Verification. CAV 2009: 702-708 - [c29]Saurabh Srivastava, Sumit Gulwani:
Program verification using templates over predicate abstraction. PLDI 2009: 223-234 - [c28]Sumit Gulwani, Sagar Jain, Eric Koskinen:
Control-flow refinement and progress invariants for bound analysis. PLDI 2009: 375-385 - [c27]Sumit Gulwani, Krishna K. Mehra, Trishul M. Chilimbi:
SPEED: precise and efficient static estimation of program computational complexity. POPL 2009: 127-139 - [c26]Sumit Gulwani, Tal Lev-Ami, Mooly Sagiv:
A combination framework for tracking partition sizes. POPL 2009: 239-251 - [c25]Sumit Gulwani, Saurabh Srivastava, Ramarathnam Venkatesan:
Constraint-Based Invariant Inference over Predicate Abstraction. VMCAI 2009: 120-135 - [c24]Ankur Taly, Sumit Gulwani, Ashish Tiwari:
Synthesizing Switching Logic Using Constraint Solving. VMCAI 2009: 305-319 - 2008
- [c23]Sumit Gulwani, Ashish Tiwari:
Constraint-Based Approach for Analysis of Hybrid Systems. CAV 2008: 190-203 - [c22]Byron Cook, Sumit Gulwani, Tal Lev-Ami, Andrey Rybalchenko, Mooly Sagiv:
Proving Conditional Termination. CAV 2008: 328-340 - [c21]Bhargav S. Gulavani, Sumit Gulwani:
A Numerical Abstract Domain Based on Expression Abstraction and Max Operator with Application in Timing Analysis. CAV 2008: 370-384 - [c20]Aziem Chawdhary, Byron Cook, Sumit Gulwani, Mooly Sagiv, Hongseok Yang:
Ranking Abstractions. ESOP 2008: 148-162 - [c19]Sumit Gulwani, Madan Musuvathi:
Cover Algorithms and Their Combination. ESOP 2008: 193-207 - [c18]Sumit Gulwani, Saurabh Srivastava, Ramarathnam Venkatesan:
Program analysis as constraint solving. PLDI 2008: 281-292 - [c17]Sigmund Cherem, Trishul M. Chilimbi, Sumit Gulwani:
Inferring locks for atomic sections. PLDI 2008: 304-315 - [c16]Sumit Gulwani, Bill McCloskey, Ashish Tiwari:
Lifting abstract interpreters to quantified logical domains. POPL 2008: 235-246 - 2007
- [c15]Ashish Tiwari, Sumit Gulwani:
Logical Interpretation: Static Program Analysis Using Theorem Proving. CADE 2007: 147-166 - [c14]Sumit Gulwani, Ashish Tiwari:
An Abstract Domain for Analyzing Heap-Manipulating Low-Level Software. CAV 2007: 379-392 - [c13]Sumit Gulwani, Ashish Tiwari:
Computing Procedure Summaries for Interprocedural Analysis. ESOP 2007: 253-267 - [c12]Sumit Gulwani, Nebojsa Jojic:
Program verification as probabilistic inference. POPL 2007: 277-289 - [c11]Sumit Gulwani, Ashish Tiwari:
Assertion Checking Unified. VMCAI 2007: 363-377 - 2006
- [c10]Sumit Gulwani, Ashish Tiwari:
Assertion Checking over Combined Abstraction of Linear Arithmetic and Uninterpreted Functions. ESOP 2006: 279-293 - [c9]Sumit Gulwani, Ashish Tiwari:
Combining abstract interpreters. PLDI 2006: 376-386 - 2005
- [c8]George C. Necula, Sumit Gulwani:
Randomized Algorithms for Program Analysis and Verification. CAV 2005: 1 - [c7]Sumit Gulwani, George C. Necula:
Precise interprocedural analysis using random interpretation. POPL 2005: 324-337 - 2004
- [c6]Sumit Gulwani, Ashish Tiwari, George C. Necula:
Join Algorithms for the Theory of Uninterpreted Functions. FSTTCS 2004: 311-323 - [c5]Sumit Gulwani, George C. Necula:
Global value numbering using random interpretation. POPL 2004: 342-352 - [c4]Sumit Gulwani, George C. Necula:
A Polynomial-Time Algorithm for Global Value Numbering. SAS 2004: 212-227 - [c3]Sumit Gulwani, George C. Necula:
Path-Sensitive Analysis for Linear Arithmetic and Uninterpreted Functions. SAS 2004: 328-343 - 2003
- [c2]Sumit Gulwani, George C. Necula:
A Randomized Satisfability Procedure for Arithmetic and Uninterpreted Function Symbols. CADE 2003: 167-181 - [c1]Sumit Gulwani, George C. Necula:
Discovering affine equalities using random interpretation. POPL 2003: 74-84
Parts in Books or Collections
- 2018
- [p3]Dirk Beyer, Sumit Gulwani, David A. Schmidt:
Combining Model Checking and Data-Flow Analysis. Handbook of Model Checking 2018: 493-540 - 2016
- [p2]Sumit Gulwani:
Programming by Examples - and its applications in Data Wrangling. Dependable Software Systems Engineering 2016: 137-158 - 2014
- [p1]Sumit Gulwani:
Program Synthesis. Software Systems Safety 2014: 43-75
Informal and Other Publications
- 2024
- [i52]Paul Denny, Sumit Gulwani, Neil T. Heffernan, Tanja Käser, Steven Moore, Anna N. Rafferty, Adish Singla:
Generative AI for Education (GAIED): Advances, Opportunities, and Challenges. CoRR abs/2402.01580 (2024) - [i51]Bhavya Chopra, Yasharth Bajpai, Param Biyani, Gustavo Soares, Arjun Radhakrishna, Chris Parnin, Sumit Gulwani:
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants. CoRR abs/2402.06229 (2024) - [i50]Ananya Singha, Bhavya Chopra, Anirudh Khatry, Sumit Gulwani, Austin Z. Henley, Vu Le, Chris Parnin, Mukul Singh, Gust Verbruggen:
Semantically Aligned Question and Code Generation for Automated Insight Generation. CoRR abs/2405.01556 (2024) - [i49]Pronita Mehrotra, Aishni Parab, Sumit Gulwani:
Enhancing Creativity in Large Language Models through Associative Thinking Strategies. CoRR abs/2405.06715 (2024) - [i48]Priyanshu Gupta, Shashank Kirtania, Ananya Singha, Sumit Gulwani, Arjun Radhakrishna, Sherry Shi, Gustavo Soares:
METAREFLECTION: Learning Instructions for Language Agents using Past Reflections. CoRR abs/2405.13009 (2024) - [i47]Usneek Singh, José Cambronero, Sumit Gulwani, Aditya Kanade, Anirudh Khatry, Vu Le, Mukul Singh, Gust Verbruggen:
An Empirical Study of Validating Synthetic Data for Formula Generation. CoRR abs/2407.10657 (2024) - 2023
- [i46]Harshit Joshi, Abishai Ebenezer, José Cambronero, Sumit Gulwani, Aditya Kanade, Vu Le, Ivan Radicek, Gust Verbruggen:
FLAME: A small language model for spreadsheet formulas. CoRR abs/2301.13779 (2023) - [i45]Tung Phung, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares:
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models. CoRR abs/2302.04662 (2023) - [i44]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:
From Words to Code: Harnessing Data for Program Synthesis from Natural Language. CoRR abs/2305.01598 (2023) - [i43]Saksham Gupta, Gust Verbruggen, Mukul Singh, Sumit Gulwani, Vu Le:
Personalized action suggestions in low-code automation platforms. CoRR abs/2305.10530 (2023) - [i42]Priyanshu Gupta, Avishree Khare, Yasharth Bajpai, Saikat Chakraborty, Sumit Gulwani, Aditya Kanade, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari:
GrACE: Generation using Associated Code Edits. CoRR abs/2305.14129 (2023) - [i41]Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo Soares:
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors. CoRR abs/2306.17156 (2023) - [i40]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen:
Demonstration of CORNET: A System For Learning Spreadsheet Formatting Rules By Example. CoRR abs/2308.07357 (2023) - [i39]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen:
DataVinci: Learning Syntactic and Semantic String Repairs. CoRR abs/2308.10922 (2023) - [i38]Tung Phung, Victor-Alexandru Padurean, Anjali Singh, Christopher Brooks, José Cambronero, Sumit Gulwani, Adish Singla, Gustavo Soares:
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation. CoRR abs/2310.03780 (2023) - [i37]Anirudh Khatry, Yasharth Bajpai, Priyanshu Gupta, Sumit Gulwani, Ashish Tiwari:
Augmented Embeddings for Custom Retrievals. CoRR abs/2310.05380 (2023) - [i36]Ananya Singha, José Cambronero, Sumit Gulwani, Vu Le, Chris Parnin:
Tabular Representation, Noisy Operators, and Impacts on Table Structure Understanding Tasks in LLMs. CoRR abs/2310.10358 (2023) - [i35]Bhavya Chopra, Ananya Singha, Anna Fariha, Sumit Gulwani, Chris Parnin, Ashish Tiwari, Austin Z. Henley:
Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities. CoRR abs/2310.16164 (2023) - [i34]Anirudh Khatry, Sumit Gulwani, Priyanshu Gupta, Vu Le, Ananya Singha, Mukul Singh, Gust Verbruggen:
TSTR: Target Similarity Tuning Meets the Real World. CoRR abs/2310.17228 (2023) - [i33]Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Gust Verbruggen:
Assessing GPT4-V on Structured Reasoning Tasks. CoRR abs/2312.11524 (2023) - [i32]Chris Parnin, Gustavo Soares, Rahul Pandita, Sumit Gulwani, Jessica Rich, Austin Z. Henley:
Building Your Own Product Copilot: Challenges, Opportunities, and Needs. CoRR abs/2312.14231 (2023) - 2022
- [i31]Gabriel Poesia, Oleksandr Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Christopher Meek, Sumit Gulwani:
Synchromesh: Reliable code generation from pre-trained language models. CoRR abs/2201.11227 (2022) - [i30]Rohan Bavishi, Harshit Joshi, José Pablo Cambronero Sánchez, Anna Fariha, Sumit Gulwani, Vu Le, Ivan Radicek, Ashish Tiwari:
Neurosymbolic Repair for Low-Code Formula Languages. CoRR abs/2207.11765 (2022) - [i29]Yuhao Zhang, Yasharth Bajpai, Priyanshu Gupta, Ameya Ketkar, Miltiadis Allamanis, Titus Barik, Sumit Gulwani, Arjun Radhakrishna, Mohammad Raza, Gustavo Soares, Ashish Tiwari:
Overwatch: Learning Patterns in Code Edit Sequences. CoRR abs/2207.12456 (2022) - [i28]Mukul Singh, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen:
CORNET: A neurosymbolic approach to learning conditional table formatting rules by example. CoRR abs/2208.06032 (2022) - [i27]Harshit Joshi, José Pablo Cambronero Sánchez, Sumit Gulwani, Vu Le, Ivan Radicek, Gust Verbruggen:
Repair Is Nearly Generation: Multilingual Program Repair with LLMs. CoRR abs/2208.11640 (2022) - [i26]Jialu Zhang, José Cambronero, Sumit Gulwani, Vu Le, Ruzica Piskac, Gustavo Soares, Gust Verbruggen:
Repairing Bugs in Python Assignments Using Large Language Models. CoRR abs/2209.14876 (2022) - 2021
- [i25]Rangeet Pan, Vu Le, Nachiappan Nagappan, Sumit Gulwani, Shuvendu K. Lahiri, Mike Kaufman:
Can Program Synthesis be Used to Learn Merge Conflict Resolutions? An Empirical Analysis. CoRR abs/2103.02004 (2021) - [i24]Kia Rahmani, Mohammad Raza, Sumit Gulwani, Vu Le, Daniel Morris, Arjun Radhakrishna, Gustavo Soares, Ashish Tiwari:
Multi-modal Program Inference: a Marriage of Pre-trainedLanguage Models and Component-based Synthesis. CoRR abs/2109.02445 (2021) - 2020
- [i23]Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou:
Data Invariants: On Trust in Data-Driven Systems. CoRR abs/2003.01289 (2020) - [i22]Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Daniel Perelman:
Information-theoretic User Interaction: Significant Inputs for Program Synthesis. CoRR abs/2006.12638 (2020) - [i21]Rajeev Alur, Richard G. Baraniuk, Rastislav Bodík, Ann W. Drobnis, Sumit Gulwani, Bjoern Hartmann, Yasmin B. Kafai, Jeff Karpicke, Ran Libeskind-Hadas, Debra J. Richardson, Armando Solar-Lezama, Candace Thille, Moshe Y. Vardi:
Computer-Aided Personalized Education. CoRR abs/2007.03704 (2020) - [i20]Nagarajan Natarajan, Ajaykrishna Karthikeyan, Prateek Jain, Ivan Radicek, Sriram K. Rajamani, Sumit Gulwani, Johannes Gehrke:
Programming by Rewards. CoRR abs/2007.06835 (2020) - 2019
- [i19]Sumit Gulwani, Kunal Pathak, Arjun Radhakrishna, Ashish Tiwari, Abhishek Udupa:
Quantitative Programming by Examples. CoRR abs/1909.05964 (2019) - 2018
- [i18]Ashwin J. Vijayakumar, Abhishek Mohta, Oleksandr Polozov, Dhruv Batra, Prateek Jain, Sumit Gulwani:
Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. CoRR abs/1804.01186 (2018) - 2017
- [i17]Vu Le, Daniel Perelman, Oleksandr Polozov, Mohammad Raza, Abhishek Udupa, Sumit Gulwani:
Interactive Program Synthesis. CoRR abs/1703.03539 (2017) - [i16]Saswat Padhi, Prateek Jain, Daniel Perelman, Oleksandr Polozov, Sumit Gulwani, Todd D. Millstein:
FlashProfile: Interactive Synthesis of Syntactic Profiles. CoRR abs/1709.05725 (2017) - 2016
- [i15]Sumit Gulwani, Ivan Radicek, Florian Zuleger:
Automated Clustering and Program Repair for Introductory Programming Assignments. CoRR abs/1603.03165 (2016) - [i14]Shalini Kaleeswaran, Anirudh Santhiar, Aditya Kanade, Sumit Gulwani:
Semi-Supervised Verified Feedback Generation. CoRR abs/1603.04584 (2016) - [i13]Rajdeep Das, Umair Z. Ahmed, Amey Karkare, Sumit Gulwani:
Prutor: A System for Tutoring CS1 and Collecting Student Programs for Analysis. CoRR abs/1608.03828 (2016) - [i12]Reudismam Rolim de Sousa, Gustavo Soares, Loris D'Antoni, Oleksandr Polozov, Sumit Gulwani, Rohit Gheyi, Ryo Suzuki, Bjoern Hartmann:
Learning Syntactic Program Transformations from Examples. CoRR abs/1608.09000 (2016) - 2015
- [i11]Sumit Gulwani:
Cultivating research taste (illustrated via a journey in program synthesis research). PLMW@POPL 2015: 10:1 - [i10]Aditya Desai, Sumit Gulwani, Vineet Hingorani, Nidhi Jain, Amey Karkare, Mark Marron, Sailesh R, Subhajit Roy:
Program Synthesis using Natural Language. CoRR abs/1509.00413 (2015) - [i9]Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay:
Automatic Synthesis of Geometry Problems for an Intelligent Tutoring System. CoRR abs/1510.08525 (2015) - 2014
- [i8]Sumit Gulwani, Ivan Radicek, Florian Zuleger:
Feedback Generation for Performance Problems in Introductory Programming Assignments. CoRR abs/1403.4064 (2014) - [i7]Umair Z. Ahmed, Krishnendu Chatterjee, Sumit Gulwani:
Automatic Generation of Alternative Starting Positions for Simple Traditional Board Games. CoRR abs/1411.4023 (2014) - 2013
- [i6]Sumit Gulwani, Emanuel Kitzelmann, Ute Schmid:
Approaches and Applications of Inductive Programming (Dagstuhl Seminar 13502). Dagstuhl Reports 3(12): 43-66 (2013) - 2012
- [i5]Florian Zuleger, Sumit Gulwani, Moritz Sinn, Helmut Veith:
Bound Analysis of Imperative Programs with the Size-change Abstraction (extended version). CoRR abs/1203.5303 (2012) - [i4]Rishabh Singh, Sumit Gulwani, Armando Solar-Lezama:
Automated Semantic Grading of Programs. CoRR abs/1204.1751 (2012) - [i3]Rishabh Singh, Sumit Gulwani:
Learning Semantic String Transformations from Examples. CoRR abs/1204.6079 (2012) - [i2]Aditya Krishna Menon, Omer Tamuz, Sumit Gulwani, Butler W. Lampson, Adam Tauman Kalai:
Textual Features for Programming by Example. CoRR abs/1209.3811 (2012) - [i1]Rastislav Bodík, Sumit Gulwani, Eran Yahav:
Software Synthesis (Dagstuhl Seminar 12152). Dagstuhl Reports 2(4): 21-38 (2012)
Coauthor Index
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