Julian Dolby

Orcid: 0000-0002-6658-2678

According to our database1, Julian Dolby authored at least 106 papers between 1994 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Principled and practical static analysis for Python: Weakest precondition inference of hyperparameter constraints.
Softw. Pract. Exp., March, 2024

2023
DataRinse: Semantic Transforms for Data preparation based on Code Mining.
Proc. VLDB Endow., 2023

LakeBench: Benchmarks for Data Discovery over Data Lakes.
CoRR, 2023

Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning.
CoRR, 2023

SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Model Generation For Java Frameworks.
Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2023

2022
A Scalable AutoML Approach Based on Graph Neural Networks.
Proc. VLDB Endow., 2022

Automatically Debugging AutoML Pipelines using Maro: ML Automated Remediation Oracle (Extended Version).
CoRR, 2022

Large Scale Generation of Labeled Type Data for Python.
CoRR, 2022

Program analysis using WALA (tutorial).
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Automatically debugging AutoML pipelines using maro: ML automated remediation oracle.
Proceedings of the MAPS@PLDI 2022: 6th ACM SIGPLAN International Symposium on Machine Programming, 2022

The raise of machine learning hyperparameter constraints in Python code.
Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Can Machines Read Coding Manuals Yet? - A Benchmark for Building Better Language Models for Code Understanding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A Study of Call Graph Construction for JVM-Hosted Languages.
IEEE Trans. Software Eng., 2021

Project CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.
CoRR, 2021

CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

A Toolkit for Generating Code Knowledge Graphs.
Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

2020
Static Analysis of Shape in TensorFlow Programs (Artifact).
Dagstuhl Artifacts Ser., 2020

Graph4Code: A Machine Interpretable Knowledge Graph for Code.
CoRR, 2020

SWAN: a static analysis framework for swift.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

A Demonstration of CodeBreaker: A Machine Interpretable Knowledge Graph for Code.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Efficient handling of string-number conversion.
Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020

Static Analysis of Shape in TensorFlow Programs.
Proceedings of the 34th European Conference on Object-Oriented Programming, 2020

Python 3 types in the wild: a tale of two type systems.
Proceedings of the DLS 2020: Proceedings of the 16th ACM SIGPLAN International Symposium on Dynamic Languages, 2020

2019
MagpieBridge: A General Approach to Integrating Static Analyses into IDEs and Editors (Tool Insights Paper).
Proceedings of the 33rd European Conference on Object-Oriented Programming, 2019

2018
Merging datasets through deep learning.
CoRR, 2018

Ariadne: Analysis for Machine Learning Program.
CoRR, 2018

Automatically Extracting Web API Specifications from HTML Documentation.
CoRR, 2018

QED: Out-of-the-box Datasets for SPARQL Query Evaluation.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

SecureMR: secure mapreduce using homomorphic encryption and program partitioning.
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Symbolic Execution for JavaScript.
Proceedings of the 20th International Symposium on Principles and Practice of Declarative Programming, 2018

Ariadne: analysis for machine learning programs.
Proceedings of the 2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2018

Protecting chatbots from toxic content.
Proceedings of the 2018 ACM SIGPLAN International Symposium on New Ideas, 2018

Towards extracting web API specifications from documentation.
Proceedings of the 15th International Conference on Mining Software Repositories, 2018

SecureMR: secure mapreduce computation using homomorphic encryption and program partitioning.
Proceedings of the 5th Annual Symposium and Bootcamp on Hot Topics in the Science of Security, 2018

Generating Permission-Based Security Policies.
Proceedings of the 5th International Conference on Dependable Systems and Their Applications, 2018

2017
Z3str2: an efficient solver for strings, regular expressions, and length constraints.
Formal Methods Syst. Des., 2017

Who you gonna call?: analyzing web requests in Android applications.
Proceedings of the 14th International Conference on Mining Software Repositories, 2017

Opportunities in Software Engineering Research for Web API Consumption.
Proceedings of the 1st IEEE/ACM International Workshop on API Usage and Evolution, 2017

Statically checking web API requests in JavaScript.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
Synergies among Testing, Verification, and Repair for Concurrent Programs (Dagstuhl Seminar 16201).
Dagstuhl Reports, 2016

An Executable Specification for SPARQL.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Revamping JavaScript static analysis via localization and remediation of root causes of imprecision.
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Extending SPARQL for Data Analytic Tasks.
Proceedings of the Semantic Web - ISWC 2016, 2016

JCrypt: Towards Computation over Encrypted Data.
Proceedings of the 13th International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools, Lugano, Switzerland, August 29, 2016

Integrating Asynchronous Task Parallelism and Data-centric Atomicity.
Proceedings of the 13th International Conference on Principles and Practices of Programming on the Java Platform: Virtual Machines, Languages, and Tools, Lugano, Switzerland, August 29, 2016

HybriDroid: static analysis framework for Android hybrid applications.
Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, 2016

2015
Type-Based Call Graph Construction Algorithms for Scala.
ACM Trans. Softw. Eng. Methodol., 2015

Program analysis for mobile: how and why to run WALA on your phone.
Proceedings of the 3rd International Workshop on Mobile Development Lifecycle, 2015

Practically Tunable Static Analysis Framework for Large-Scale JavaScript Applications (T).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Scalable and precise taint analysis for Android.
Proceedings of the 2015 International Symposium on Software Testing and Analysis, 2015

Effective Search-Space Pruning for Solvers of String Equations, Regular Expressions and Length Constraints.
Proceedings of the Computer Aided Verification - 27th International Conference, 2015

2014
An Offline Optimal SPARQL Query Planning Approach to Evaluate Online Heuristic Planners.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

To Dream the Impossible Dream: Toward Security Analysis for JavaScript.
Proceedings of the Ninth Workshop on Programming Languages and Analysis for Security, 2014

Constructing Call Graphs of Scala Programs.
Proceedings of the ECOOP 2014 - Object-Oriented Programming - 28th European Conference, Uppsala, Sweden, July 28, 2014

2013
Alias Analysis for Object-Oriented Programs.
Proceedings of the Aliasing in Object-Oriented Programming. Types, 2013

Finding incorrect compositions of atomicity.
Proceedings of the Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, 2013

Building an efficient RDF store over a relational database.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Dynamic determinacy analysis.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

CLAP: recording local executions to reproduce concurrency failures.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

Detecting deadlock in programs with data-centric synchronization.
Proceedings of the 35th International Conference on Software Engineering, 2013

Efficient construction of approximate call graphs for JavaScript IDE services.
Proceedings of the 35th International Conference on Software Engineering, 2013

2012
Fault Localization for Dynamic Web Applications.
IEEE Trans. Software Eng., 2012

A data-centric approach to synchronization.
ACM Trans. Program. Lang. Syst., 2012

Race detection for web applications.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2012

Correlation Tracking for Points-To Analysis of JavaScript.
Proceedings of the ECOOP 2012 - Object-Oriented Programming, 2012

2011
Finding concurrency-related bugs using random isolation.
Int. J. Softw. Tools Technol. Transf., 2011

Marathon: Detecting Atomic-Set Serializability Violations with Conflict Graphs.
Proceedings of the Runtime Verification - Second International Conference, 2011

Saving the world wide web from vulnerable JavaScript.
Proceedings of the 20th International Symposium on Software Testing and Analysis, 2011

Refactoring Java programs for flexible locking.
Proceedings of the 33rd International Conference on Software Engineering, 2011

A framework for automated testing of javascript web applications.
Proceedings of the 33rd International Conference on Software Engineering, 2011

2010
Finding Bugs in Web Applications Using Dynamic Test Generation and Explicit-State Model Checking.
IEEE Trans. Software Eng., 2010

MemSAT: checking axiomatic specifications of memory models.
Proceedings of the 2010 ACM SIGPLAN Conference on Programming Language Design and Implementation, 2010

Directed test generation for effective fault localization.
Proceedings of the Nineteenth International Symposium on Software Testing and Analysis, 2010

Practical fault localization for dynamic web applications.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

A Type System for Data-Centric Synchronization.
Proceedings of the ECOOP 2010, 2010

Correct Refactoring of Concurrent Java Code.
Proceedings of the ECOOP 2010, 2010

2009
Scalable highly expressive reasoner (SHER).
J. Web Semant., 2009

Extracting Enterprise Vocabularies Using Linked Open Data.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Modular string-sensitive permission analysis with demand-driven precision.
Proceedings of the 31st International Conference on Software Engineering, 2009

Compile-Time Analysis and Specialization of Clocks in Concurrent Programs.
Proceedings of the Compiler Construction, 18th International Conference, 2009

2008
Scalable Grounded Conjunctive Query Evaluation over Large and Expressive Knowledge Bases.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Finding bugs in dynamic web applications.
Proceedings of the ACM/SIGSOFT International Symposium on Software Testing and Analysis, 2008

Dynamic detection of atomic-set-serializability violations.
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

2007
Finding bugs efficiently with a SAT solver.
Proceedings of the 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2007

Matching Patient Records to Clinical Trials Using Ontologies.
Proceedings of the Semantic Web, 2007

Scalable Cleanup of Information Extraction Data Using Ontologies.
Proceedings of the Semantic Web, 2007

The first workshop on programming languages and integrated development environments (PLIDE).
Proceedings of the Companion to the 22nd Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2007

Declarative Object Identity Using Relation Types.
Proceedings of the ECOOP 2007 - Object-Oriented Programming, 21st European Conference, Berlin, Germany, July 30, 2007

Scalable Semantic Retrieval through Summarization and Refinement.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Associating synchronization constraints with data in an object-oriented language.
Proceedings of the 33rd ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2006

SAFARI: a meta-tooling framework for generating language-specific IDE's.
Proceedings of the Companion to the 21th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2006

2005
The Jikes Research Virtual Machine project: Building an open-source research community.
IBM Syst. J., 2005

Efficiently Refactoring Java Applications to Use Generic Libraries.
Proceedings of the ECOOP 2005, 2005

2004
Validating structural properties of nested objects.
Proceedings of the Companion to the 19th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2004

Customization of Java Library Classes Using Type Constraints and Profile Information.
Proceedings of the ECOOP 2004, 2004

2002
Experiences Porting the Jikes RVM to Linux/IA32.
Proceedings of the 2nd Java Virtual Machine Research and Technology Symposium, 2002

2001
High-Performance Scalable Java Virtual Machines.
Proceedings of the High Performance Computing - HiPC 2001, 8th International Conference, 2001

2000
An automatic object inlining optimization and its evaluation.
Proceedings of the 2000 ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI), 2000

1998
Evaluating High Level Parallel Programming Support for Irregular Applications in ICC++.
Softw. Pract. Exp., 1998

An Evaluation of Automatic Object Inline Allocation Techniques.
Proceedings of the 1998 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 1998

1997
Automatic Inline Allocation of Objects.
Proceedings of the ACM SIGPLAN '97 Conference on Programming Language Design and Implementation (PLDI), 1997

Evaluation High Level Parallel Programming Support for Irregular Applications in ICC++.
Proceedings of the Scientific Computing in Object-Oriented Parallel Environments, 1997

Supporting High Level Programming with High Performance: The Illinois Concert Syste.
Proceedings of the 1997 Workshop on High-Level Programming Models and Supportive Environments (HIPS '97), 1997

1996
ICC++-AC++ Dialect for High Performance Parallel Computing.
Proceedings of the Object Technologies for Advanced Software, 1996

1994
A Case Study in Irregular Parallel Programming.
Proceedings of the Specification of Parallel Algorithms, 1994


  Loading...