Translation of nested Pascal routines to C. - Neelakantan Sundaresan (ACM SIGPLAN Notices, 1990)

Sigma II: A Tool Kit for Building Parallelizing Compilers and Performance Analysis Systems. - Dennis Gannon; Jenq Kuen Lee; Bruce Shei; Sekhar R. Sarukkai; Srinivas Narayana; Neelakantan Sundaresan; Daya Atapattu; François Bodin (Programming Environments for Parallel Computing, 1992)

A Thread Model for Supporting Task and Data Parallelism in Object-Oriented Languages. - Neelakantan Sundaresan; Dennis Gannon (ICPP (2), 1995)

Experimental Evaluation of Coir: A System for Control and Data Parallelism. - Neelakantan Sundaresan; Dennis Gannon (Parallel and Distributed Computing and Systems, 1995)

Coir: An Object-Oriented System for Control and Dynamic Data Parallelism. - Neelakantan Sundaresan; Dennis Gannon (J. Parallel Distributed Comput., 1996)

Extending the Standard Template Library for Parallelism in Coir<Futures>. - Neelakantan Sundaresan (COOTS, 1997)

Exploiting Delayed Synchronization Arrivals in Light-Weight Data Parallelism. - Neelakantan Sundaresan (HICSS (1), 1997)

Java paradigms for mobile agent facilities. - Neelakantan Sundaresan; Vinay Rajagopalan (OOPSLA Addendum, 1997)

A Communication Infrastrutrue for Java Agent Systems. - Daniel T. Chang; Neelakantan Sundaresan (PDPTA, 1997)

Object Patterns for Parallel Programming. - Neelakantan Sundaresan (PDPTA, 1997)

RDF Query Specification. - Ashok Malhotra; Neel Sundaresan (QL, 1998)

Mining the Web for Acronyms Using the Duality of Patterns and Relations. - Jeonghee Yi; Neel Sundaresan (Workshop on Web Information and Data Management, 1999)

A semantic transcoding system to adapt Web services for users with disabilities. - Anita W. Huang; Neel Sundaresan (ASSETS, 2000)

Aurora: a conceptual model for Web-content adaptation to support the universal usability of Web-based services. - Anita W. Huang; Neel Sundaresan (CUU, 2000)

Metadata Based Web Mining for Topic-Specific Information Gathering. - Jeonghee Yi; Neel Sundaresan; Anita W. Huang (EC-Web, 2000)

Efficient Representation and Streaming of XML Content over the Internet Medium. - Marc Girardot; Neel Sundaresan (IEEE International Conference on Multimedia and Expo (I), 2000)

Web-Based Searching and Browsing of Multimedia Data. - Wayne Niblack; Stanley Yue; Reiner Kraft 001; Arnon Amir; Neel Sundaresan (IEEE International Conference on Multimedia and Expo (III), 2000)

A Framework for Creating Customized Multi-modal Interfaces for XML Documents. - Sami Rollins; Neel Sundaresan (IEEE International Conference on Multimedia and Expo (II), 2000)

Metadata Based Web Mining for Relevance. - Jeonghee Yi; Neel Sundaresan (IDEAS, 2000)

A classifier for semi-structured documents. - Jeonghee Yi; Neel Sundaresan (KDD, 2000)

Using Metadata to Enhance a Web Information Gathering System. - Jeonghee Yi; Neel Sundaresan; Anita W. Huang (WebDB (Selected Papers), 2000)

Millau: an encoding format for efficient representation and exchange of XML over the Web. - Marc Girardot; Neel Sundaresan (Comput. Networks, 2000)

AVoN calling: AXL for voice-enabled Web navigation. - Sami Rollins; Neel Sundaresan (Comput. Networks, 2000)

Mining the Web for relations. - Neel Sundaresan; Jeonghee Yi (Comput. Networks, 2000)

Quixote: Building XML Repositories from Topic Specific Web Documents. - Christina Yip Chung; Michael Gertz 001; Neel Sundaresan (WebDB, 2001)

NOVeLLA: A Multi-Modal Electronic-Book Reader With Visual and Auditory Interfaces. - Joshua S. Hodas; Neel Sundaresan; Jared Jackson; Brandon L. Duncan; Walter I. Nissen; Jude Battista (Int. J. Speech Technol., 2001)

Reverse Engineering for Web Data: From Visual to Semantic Structure. - Christina Yip Chung; Michael Gertz 001; Neel Sundaresan (ICDE, 2002)

Algorithms and programming models for efficient representation of XML for Internet applications. - Neel Sundaresan; Reshad Moussa (Comput. Networks, 2002)

Online trust and reputation systems. - Neel Sundaresan (EC, 2007)

Multi-factor clustering for a marketplace search interface. - Neel Sundaresan; Kavita Ganesan; Roopnath Grandhi (WWW, 2007)

Inferring semantic query relations from collective user behavior. - Nish Parikh; Neel Sundaresan (CIKM, 2008)

Services in the Long Tail World: Challenges and Opportunities. - Neel Sundaresan (ICSOC, 2008)

A software system for buzz-based recommendations. - Hill Nguyen; Nish Parikh; Neel Sundaresan (KDD, 2008)

Scalable and near real-time burst detection from eCommerce queries. - Nish Parikh; Neel Sundaresan (KDD, 2008)

Mining tag clouds and emoticons behind community feedback. - Kavita A. Ganesan; Neelakantan Sundaresan; Harshal Deo (WWW, 2008)

Rated aspect summarization of short comments. - Yue Lu 002; ChengXiang Zhai; Neel Sundaresan (WWW, 2009)

Buzz-based recommender system. - Nish Parikh; Neel Sundaresan (WWW, 2009)

Modeling Seller Listing Strategies. - Quang Duong; Neel Sundaresan; Nish Parikh; Zeqian Shen (AMEC/TADA, 2010)

Beyond relevance in marketplace search. - Nish Parikh; Neel Sundaresan (CIKM, 2011)

Marco Polo: a system for brand-based shopping and exploration. - Nish Parikh; Neel Sundaresan (CIKM, 2011)

Item categorization in the e-commerce domain. - Dan Shen; Jean-David Ruvini; Manas Somaiya; Neel Sundaresan (CIKM, 2011)

Data Science and Machine Learning at Scale. - Neel Sundaresan (ECML/PKDD (1), 2011)

Recommender systems at the long tail. - Neel Sundaresan (RecSys, 2011)

Utilizing related products for post-purchase recommendation in e-commerce. - Jian Wang 106; Badrul Sarwar; Neel Sundaresan (RecSys, 2011)

User behavior in zero-recall ecommerce queries. - Gyanit Singh; Nish Parikh; Neel Sundaresan (SIGIR, 2011)

Query suggestion for E-commerce sites. - Mohammad Al Hasan; Nish Parikh; Gyanit Singh; Neel Sundaresan (WSDM, 2011)

eBay: an E-commerce marketplace as a complex network. - Zeqian Shen; Neel Sundaresan (WSDM, 2011)

A user-tunable approach to marketplace search. - Nish Parikh; Neel Sundaresan (WWW (Companion Volume), 2011)

Visual cluster exploration of web clickstream data. - Jishang Wei; Zeqian Shen; Neel Sundaresan; Kwan-Liu Ma (IEEE VAST, 2012)

Visual analysis of massive web session data. - Zeqian Shen; Jishang Wei; Neel Sundaresan; Kwan-Liu Ma (LDAV, 2012)

Rewriting null e-commerce queries to recommend products. - Gyanit Singh; Nish Parikh; Neel Sundaresan (WWW (Companion Volume), 2012)

A study of smoothing algorithms for item categorization on e-commerce sites. - Dan Shen; Jean-David Ruvini; Rajyashree Mukherjee; Neel Sundaresan (Neurocomputing, 2012)

Chelsea won, and you bought a t-shirt: characterizing the interplay between Twitter and e-commerce. - Haipeng Zhang 004; Nish Parikh; Gyanit Singh; Neel Sundaresan (ASONAM, 2013)

Style Finder: Fine-Grained Clothing Style Detection and Retrieval. - Wei Di; Catherine Wah; Anurag Bhardwaj; Robinson Piramuthu; Neel Sundaresan (CVPR Workshops, 2013)

Large-Scale Video Summarization Using Web-Image Priors. - Aditya Khosla; Raffay Hamid; Chih-Jen Lin; Neel Sundaresan (CVPR, 2013)

Palette power: enabling visual search through colors. - Anurag Bhardwaj; Atish Das Sarma; Wei Di; Raffay Hamid; Robinson Piramuthu; Neel Sundaresan (KDD, 2013)

RepRank: reputation in a peer-to-peer online system. - Zeqian Shen; Neel Sundaresan (WWW (Companion Volume), 2013)

Anatomy of a web-scale resale market: a data mining approach. - Yuchen Zhao; Neel Sundaresan; Zeqian Shen; Philip S. Yu (WWW, 2013)

A Study of Query Term Deletion Using Large-Scale E-commerce Search Logs. - Bishan Yang; Nish Parikh; Gyanit Singh; Neel Sundaresan (ECIR, 2014)

Large scale visual recommendations from street fashion images. - Vignesh Jagadeesh; Robinson Piramuthu; Anurag Bhardwaj; Wei Di; Neel Sundaresan (KDD, 2014)

Im2depth: Scalable exemplar based depth transfer. - Mohammad Haris Baig; Vignesh Jagadeesh; Robinson Piramuthu; Anurag Bhardwaj; Wei Di; Neel Sundaresan (WACV, 2014)

Is a picture really worth a thousand words?: - on the role of images in e-commerce. - Wei Di; Neel Sundaresan; Robinson Piramuthu; Anurag Bhardwaj (WSDM, 2014)

E-commerce product search: personalization, diversification, and beyond. - Atish Das Sarma; Nish Parikh; Neel Sundaresan (WWW (Companion Volume), 2014)

The "expression gap": do you like what you share? - Atish Das Sarma; Si Si; Elizabeth F. Churchill; Neel Sundaresan (WWW (Companion Volume), 2014)

Beyond modeling private actions: predicting social shares. - Si Si; Atish Das Sarma; Elizabeth F. Churchill; Neel Sundaresan (WWW (Companion Volume), 2014)

Fast Approximate Matching of Cell-Phone Videos for Robust Background Subtraction. - Raffay Hamid; Atish Das Sarma; Dennis DeCoste; Neel Sundaresan (CoRR, 2014)

Fast Approximate Matching of Videos from Hand-Held Cameras for Robust Background Subtraction. - Raffay Hamid; Atish Das Sarma; Dennis DeCoste; Neel Sundaresan (WACV, 2015)

Reputation and Regulations: Evidence from eBay. - Xiang Hui; Maryam Saeedi; Zeqian Shen; Neel Sundaresan (Manag. Sci., 2016)

Cloud-Native Applications. - Dennis Gannon; Roger S. Barga; Neel Sundaresan (IEEE Cloud Comput., 2017)

An Asynchronous Panel Discussion: What Are Cloud-Native Applications? - Dennis Gannon; Roger S. Barga; Neel Sundaresan; Sebastien Goasguen; Niklas Gustaffson; Cornelia Davis; Balan Subramanian; Dan Kohn (IEEE Cloud Comput., 2017)

From Code to Data: AI at Scale for Developer Productivity. - Neel Sundaresan (KDD, 2019)

Pythia: AI-assisted Code Completion System. - Alexey Svyatkovskiy; Ying Zhao; Shengyu Fu; Neel Sundaresan (KDD, 2019)

PyMT5: multi-mode translation of natural language and Python code with transformers. - Colin B. Clement; Dawn Drain; Jonathan Timcheck; Alexey Svyatkovskiy; Neel Sundaresan (EMNLP (1), 2020)

IntelliCode compose: code generation using transformer. - Alexey Svyatkovskiy; Shao Kun Deng; Shengyu Fu; Neel Sundaresan (ESEC/SIGSOFT FSE, 2020)

Unit Test Case Generation with Transformers. - Michele Tufano; Dawn Drain; Alexey Svyatkovskiy; Shao Kun Deng; Neel Sundaresan (CoRR, 2020)

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis. - Shuo Ren; Daya Guo; Shuai Lu; Long Zhou; Shujie Liu 001; Duyu Tang; Neel Sundaresan; Ming Zhou 001; Ambrosio Blanco; Shuai Ma 001 (CoRR, 2020)

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. - Colin B. Clement; Shuai Lu; Xiaoyu Liu; Michele Tufano; Dawn Drain; Nan Duan; Neel Sundaresan; Alexey Svyatkovskiy (EMNLP (1), 2021)

GraphCodeBERT: Pre-training Code Representations with Data Flow. - Daya Guo; Shuo Ren; Shuai Lu; Zhangyin Feng; Duyu Tang; Shujie Liu 001; Long Zhou; Nan Duan; Alexey Svyatkovskiy; Shengyu Fu; Michele Tufano; Shao Kun Deng; et al. (ICLR, 2021)

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation. - Shuai Lu; Daya Guo; Shuo Ren; Junjie Huang 008; Alexey Svyatkovskiy; Ambrosio Blanco; Colin B. Clement; Dawn Drain; Daxin Jiang; Duyu Tang; Ge Li 001; Lidong Zhou; et al. (NeurIPS Datasets and Benchmarks, 2021)

Generating bug-fixes using pretrained transformers. - Dawn Drain; Chen Wu; Alexey Svyatkovskiy; Neel Sundaresan (MAPS@PLDI, 2021)

PerfLens: a data-driven performance bug detection and fix platform. - Spandan Garg; Roshanak Zilouchian Moghaddam; Neel Sundaresan; Chen Wu (SOAP@PLDI, 2021)

Generating Code with the Help of Retrieved Template Functions and Stack Overflow Answers. - Dawn Drain; Changran Hu; Chen Wu; Mikhail Breslav; Neel Sundaresan (CoRR, 2021)

DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons. - Dawn Drain; Colin B. Clement; Guillermo Serrato; Neel Sundaresan (CoRR, 2021)

Distilling Transformers for Neural Cross-Domain Search. - Colin B. Clement; Chen Wu; Dawn Drain; Neel Sundaresan (CoRR, 2021)

MergeBERT: Program Merge Conflict Resolution via Neural Transformers. - Alexey Svyatkovskiy; Todd Mytkowicz; Negar Ghorbani; Sarah Fakhoury; Elizabeth Dinella; Christian Bird; Neel Sundaresan; Shuvendu K. Lahiri (CoRR, 2021)

Generating Accurate Assert Statements for Unit Test Cases using Pretrained Transformers. - Michele Tufano; Dawn Drain; Alexey Svyatkovskiy; Neel Sundaresan (AST@ICSE, 2022)

Learning to Reduce False Positives in Analytic Bug Detectors. - Anant Kharkar; Roshanak Zilouchian Moghaddam; Matthew Jin; Xiaoyu Liu; Xin Shi; Colin B. Clement; Neel Sundaresan (ICSE, 2022)

Generating Examples from CLI Usage: Can Transformers Help? - Roshanak Zilouchian Moghaddam; Spandan Garg; Colin B. Clement; Yevhen Mohylevskyy; Neel Sundaresan (KDD, 2022)

METHODS2TEST: A dataset of focal methods mapped to test cases. - Michele Tufano; Shao Kun Deng; Neel Sundaresan; Alexey Svyatkovskiy (MSR, 2022)

DeepDev-PERF: a deep learning-based approach for improving software performance. - Spandan Garg; Roshanak Zilouchian Moghaddam; Colin B. Clement; Neel Sundaresan; Chen Wu (ESEC/SIGSOFT FSE, 2022)

Automating code review activities by large-scale pre-training. - Zhiyu Li; Shuai Lu; Daya Guo; Nan Duan; Shailesh Jannu; Grant Jenks; Deep Majumder; Jared Green; Alexey Svyatkovskiy; Shengyu Fu; Neel Sundaresan (ESEC/SIGSOFT FSE, 2022)

Program merge conflict resolution via neural transformers. - Alexey Svyatkovskiy; Sarah Fakhoury; Negar Ghorbani; Todd Mytkowicz; Elizabeth Dinella; Christian Bird; Jinu Jang; Neel Sundaresan; Shuvendu K. Lahiri (ESEC/SIGSOFT FSE, 2022)

Exploring and evaluating personalized models for code generation. - Andrei Zlotchevski; Dawn Drain; Alexey Svyatkovskiy; Colin B. Clement; Neel Sundaresan; Michele Tufano (ESEC/SIGSOFT FSE, 2022)

Training and Evaluating a Jupyter Notebook Data Science Assistant. - Shubham Chandel; Colin B. Clement; Guillermo Serrato; Neel Sundaresan (CoRR, 2022)

CodeReviewer: Pre-Training for Automating Code Review Activities. - Zhiyu Li; Shuai Lu; Daya Guo; Nan Duan; Shailesh Jannu; Grant Jenks; Deep Majumder; Jared Green; Alexey Svyatkovskiy; Shengyu Fu; Neel Sundaresan (CoRR, 2022)

AdaptivePaste: Code Adaptation through Learning Semantics-aware Variable Usage Representations. - Xiaoyu Liu; Jinu Jang; Neel Sundaresan; Miltiadis Allamanis; Alexey Svyatkovskiy (CoRR, 2022)

DeepPERF: A Deep Learning-Based Approach For Improving Software Performance. - Spandan Garg; Roshanak Zilouchian Moghaddam; Colin B. Clement; Neel Sundaresan; Chen Wu (CoRR, 2022)

Code Execution with Pre-trained Language Models. - Chenxiao Liu; Shuai Lu; Weizhu Chen; Daxin Jiang; Alexey Svyatkovskiy; Shengyu Fu; Neel Sundaresan; Nan Duan (ACL (Findings), 2023)

Program Translation via Code Distillation. - Yufan Huang; Mengnan Qi; Yongqiang Yao; Maoquan Wang; Bin Gu 001; Colin B. Clement; Neel Sundaresan (EMNLP, 2023)

SUT: Active Defects Probing for Transcompiler Models. - Mengnan Qi; Yufan Huang; Maoquan Wang; Yongqiang Yao; Zihan Liu; Bin Gu 001; Colin B. Clement; Neel Sundaresan (EMNLP, 2023)

InferFix: End-to-End Program Repair with LLMs. - Matthew Jin; Syed Shahriar; Michele Tufano; Xin Shi; Shuai Lu; Neel Sundaresan; Alexey Svyatkovskiy (ESEC/SIGSOFT FSE, 2023)

AdaptivePaste: Intelligent Copy-Paste in IDE. - Xiaoyu Liu; Jinu Jang; Neel Sundaresan; Miltiadis Allamanis; Alexey Svyatkovskiy (ESEC/SIGSOFT FSE, 2023)

Transformer-based Vulnerability Detection in Code at EditTime: Zero-shot, Few-shot, or Fine-tuning? - Aaron Chan; Anant Kharkar; Roshanak Zilouchian Moghaddam; Yevhen Mohylevskyy; Alec Helyar; Eslam Kamal; Mohamed Elkamhawy; Neel Sundaresan (CoRR, 2023)

Predicting Code Coverage without Execution. - Michele Tufano; Shubham Chandel; Anisha Agarwal; Neel Sundaresan; Colin B. Clement (CoRR, 2023)

Rethinking the Instruction Quality: LIFT is What You Need. - Yang Xu; Yongqiang Yao; Yufan Huang; Mengnan Qi; Maoquan Wang; Bin Gu 001; Neel Sundaresan (CoRR, 2023)

Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming. - Anisha Agarwal; Aaron Chan; Shubham Chandel; Jinu Jang; Shaun Miller; Roshanak Zilouchian Moghaddam; Yevhen Mohylevskyy; Neel Sundaresan; Michele Tufano (CoRR, 2024)

AutoDev: Automated AI-Driven Development. - Michele Tufano; Anisha Agarwal; Jinu Jang; Roshanak Zilouchian Moghaddam; Neel Sundaresan (CoRR, 2024)

Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension. - Mengnan Qi; Yufan Huang; Yongqiang Yao; Maoquan Wang; Bin Gu 001; Neel Sundaresan (CoRR, 2024)

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code. - Dhruv Gautam; Spandan Garg; Jinu Jang; Neel Sundaresan; Roshanak Zilouchian Moghaddam (ICLR, 2025)

Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation. - Benjamin Steenhoek; Michele Tufano; Neel Sundaresan; Alexey Svyatkovskiy (DeepTest, 2025)

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot. - Spandan Garg; Roshanak Zilouchian Moghaddam; Neel Sundaresan (SEIP@ICSE, 2025)