Neel Sundaresan

Orcid: 0000-0002-0394-7588

According to our database1, Neel Sundaresan authored at least 110 papers between 1990 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension.
CoRR, 2024

AutoDev: Automated AI-Driven Development.
CoRR, 2024

Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming.
CoRR, 2024

2023
Rethinking the Instruction Quality: LIFT is What You Need.
CoRR, 2023

Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation.
CoRR, 2023

Predicting Code Coverage without Execution.
CoRR, 2023

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot.
CoRR, 2023

Transformer-based Vulnerability Detection in Code at EditTime: Zero-shot, Few-shot, or Fine-tuning?
CoRR, 2023

AdaptivePaste: Intelligent Copy-Paste in IDE.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

InferFix: End-to-End Program Repair with LLMs.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

SUT: Active Defects Probing for Transcompiler Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Program Translation via Code Distillation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Code Execution with Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance.
CoRR, 2022

AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations.
CoRR, 2022

CodeReviewer: Pre-Training for Automating Code Review Activities.
CoRR, 2022

Training and Evaluating a Jupyter Notebook Data Science Assistant.
CoRR, 2022

Exploring and evaluating personalized models for code generation.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Program merge conflict resolution via neural transformers.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Automating code review activities by large-scale pre-training.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

DeepDev-PERF: a deep learning-based approach for improving software performance.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

METHODS2TEST: A dataset of focal methods mapped to test cases.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

Generating Examples from CLI Usage: Can Transformers Help?
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learning to Reduce False Positives in Analytic Bug Detectors.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers.
Proceedings of the IEEE/ACM International Conference on Automation of Software Test, 2022

2021
MergeBERT: Program Merge Conflict Resolution via Neural Transformers.
CoRR, 2021

Distilling Transformers for Neural Cross-Domain Search.
CoRR, 2021

DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons.
CoRR, 2021

Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers.
CoRR, 2021

PerfLens: a data-driven performance bug detection and fix platform.
Proceedings of the SOAP@PLDI 2021: Proceedings of the 10th ACM SIGPLAN International Workshop on the State Of the Art in Program Analysis, 2021

Generating bug-fixes using pretrained transformers.
Proceedings of the MAPS@PLDI 2021: Proceedings of the 5th ACM SIGPLAN International Symposium on Machine Programming, 2021

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

GraphCodeBERT: Pre-training Code Representations with Data Flow.
Proceedings of the 9th International Conference on Learning Representations, 2021

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.
CoRR, 2020

Unit Test Case Generation with Transformers.
CoRR, 2020

IntelliCode compose: code generation using transformer.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

PyMT5: multi-mode translation of natural language and Python code with transformers.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
Pythia: AI-assisted Code Completion System.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

From Code to Data: AI at Scale for Developer Productivity.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2017
An Asynchronous Panel Discussion: What Are Cloud-Native Applications?
IEEE Cloud Comput., 2017

Cloud-Native Applications.
IEEE Cloud Comput., 2017

2016
Reputation and Regulations: Evidence from eBay.
Manag. Sci., 2016

2015
Fast Approximate Matching of Videos from Hand-Held Cameras for Robust Background Subtraction.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

2014
Fast Approximate Matching of Cell-Phone Videos for Robust Background Subtraction.
CoRR, 2014

Beyond modeling private actions: predicting social shares.
Proceedings of the 23rd International World Wide Web Conference, 2014

The "expression gap": do you like what you share?
Proceedings of the 23rd International World Wide Web Conference, 2014

E-commerce product search: personalization, diversification, and beyond.
Proceedings of the 23rd International World Wide Web Conference, 2014

Is a picture really worth a thousand words?: - on the role of images in e-commerce.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Im2depth: Scalable exemplar based depth transfer.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Large scale visual recommendations from street fashion images.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

A Study of Query Term Deletion Using Large-Scale E-commerce Search Logs.
Proceedings of the Advances in Information Retrieval, 2014

2013
Anatomy of a web-scale resale market: a data mining approach.
Proceedings of the 22nd International World Wide Web Conference, 2013

RepRank: reputation in a peer-to-peer online system.
Proceedings of the 22nd International World Wide Web Conference, 2013

Palette power: enabling visual search through colors.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Large-Scale Video Summarization Using Web-Image Priors.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Style Finder: Fine-Grained Clothing Style Detection and Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Chelsea won, and you bought a t-shirt: characterizing the interplay between Twitter and e-commerce.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
A study of smoothing algorithms for item categorization on e-commerce sites.
Neurocomputing, 2012

Rewriting null e-commerce queries to recommend products.
Proceedings of the 21st World Wide Web Conference, 2012

Visual analysis of massive web session data.
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2012

Visual cluster exploration of web clickstream data.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

2011
A user-tunable approach to marketplace search.
Proceedings of the 20th International Conference on World Wide Web, 2011

eBay: an E-commerce marketplace as a complex network.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Query suggestion for E-commerce sites.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

User behavior in zero-recall ecommerce queries.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Utilizing related products for post-purchase recommendation in e-commerce.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Recommender systems at the long tail.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Data Science and Machine Learning at Scale.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Item categorization in the e-commerce domain.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Marco Polo: a system for brand-based shopping and exploration.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Beyond relevance in marketplace search.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Modeling Seller Listing Strategies.
Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2010

2009
Buzz-based recommender system.
Proceedings of the 18th International Conference on World Wide Web, 2009

Rated aspect summarization of short comments.
Proceedings of the 18th International Conference on World Wide Web, 2009

2008
Mining tag clouds and emoticons behind community feedback.
Proceedings of the 17th International Conference on World Wide Web, 2008

Scalable and near real-time burst detection from eCommerce queries.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

A software system for buzz-based recommendations.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Services in the Long Tail World: Challenges and Opportunities.
Proceedings of the Service-Oriented Computing, 2008

Inferring semantic query relations from collective user behavior.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Multi-factor clustering for a marketplace search interface.
Proceedings of the 16th International Conference on World Wide Web, 2007

Online trust and reputation systems.
Proceedings of the Proceedings 8th ACM Conference on Electronic Commerce (EC-2007), 2007

2002
Algorithms and programming models for efficient representation of XML for Internet applications.
Comput. Networks, 2002

Reverse Engineering for Web Data: From Visual to Semantic Structure.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
NOVeLLA: A Multi-Modal Electronic-Book Reader With Visual and Auditory Interfaces.
Int. J. Speech Technol., 2001

Quixote: Building XML Repositories from Topic Specific Web Documents.
Proceedings of the Fourth International Workshop on the Web and Databases, 2001

2000
Mining the Web for relations.
Comput. Networks, 2000

AVoN calling: AXL for voice-enabled Web navigation.
Comput. Networks, 2000

Millau: an encoding format for efficient representation and exchange of XML over the Web.
Comput. Networks, 2000

Using Metadata to Enhance a Web Information Gathering System.
Proceedings of the World Wide Web and Databases, 2000

A classifier for semi-structured documents.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Metadata Based Web Mining for Relevance.
Proceedings of the 2000 International Database Engineering and Applications Symposium, 2000

A Framework for Creating Customized Multi-modal Interfaces for XML Documents.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Web-Based Searching and Browsing of Multimedia Data.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Efficient Representation and Streaming of XML Content over the Internet Medium.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Metadata Based Web Mining for Topic-Specific Information Gathering.
Proceedings of the Electronic Commerce and Web Technologies, 2000

Aurora: a conceptual model for Web-content adaptation to support the universal usability of Web-based services.
Proceedings of the Proceedings on the 2000 conference on Universal Usability, 2000

A semantic transcoding system to adapt Web services for users with disabilities.
Proceedings of the ACM Conference on Assistive Technologies, 2000

1999
Mining the Web for Acronyms Using the Duality of Patterns and Relations.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

1998
RDF Query Specification.
Proceedings of the Query Languages Workshop, Boston, 1998

1997
Object Patterns for Parallel Programming.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1997

A Communication Infrastrutrue for Java Agent Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1997

Java paradigms for mobile agent facilities.
Proceedings of the Addendum to the 1997 ACM SIGPLAN Conference on Object-Oriented Programming, 1997

Exploiting Delayed Synchronization Arrivals in Light-Weight Data Parallelism.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Extending the Standard Template Library for Parallelism in Coir<Futures>.
Proceedings of the Third USENIX Conference on Object-Oriented Technologies (COOTS), 1997

1996
Coir: An Object-Oriented System for Control and Dynamic Data Parallelism.
J. Parallel Distributed Comput., 1996

1995
Experimental Evaluation of Coir: A System for Control and Data Parallelism.
Proceedings of the Seventh IASTED/ISMM International Conference on Parallel and Distributed Computing and Systems, 1995

A Thread Model for Supporting Task and Data Parallelism in Object-Oriented Languages.
Proceedings of the 1995 International Conference on Parallel Processing, 1995

1992
Sigma II: A Tool Kit for Building Parallelizing Compilers and Performance Analysis Systems.
Proceedings of the Programming Environments for Parallel Computing, 1992

1990
Translation of nested Pascal routines to C.
ACM SIGPLAN Notices, 1990


  Loading...