Nathan Cooper

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Video Recordings

Top Venues

IEEE Trans. Software Eng.

ICSE (Companion Volume)

Publications

Nikhil Pinnaparaju, Reshinth Adithyan, Duy Phung, Jonathan Tow, James Baicoianu, Ashish Datta, Maksym Zhuravinskyi, Dakota Mahan, Marco Bellagente, Carlos Riquelme, Nathan Cooper
Stable Code Technical Report. CoRR (2024)
Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports. CoRR (2024)
Yanfu Yan, Nathan Cooper, Kevin Moran, Gabriele Bavota, Denys Poshyvanyk, Steve Rich
Enhancing Code Understanding for Impact Analysis by Combining Transformers and Program Dependence Graphs. Proc. ACM Softw. Eng. 1 (FSE) (2024)
David Nader-Palacio, Alejandro Velasco, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk
Toward a Theory of Causation for Interpreting Neural Code Models. IEEE Trans. Software Eng. 50 (5) (2024)
Nathan Cooper, Torsten Scholak
Perplexed: Understanding When Large Language Models are Confused. CoRR (2024)
Yanfu Yan, Nathan Cooper, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports. ICSE (2024)
Marco Bellagente, Jonathan Tow, Dakota Mahan, Duy Phung, Maksym Zhuravinskyi, Reshinth Adithyan, James Baicoianu, Ben Brooks, Nathan Cooper, Ashish Datta, Meng Lee, Emad Mostaque, Michael Pieler, Nikhil Pinnaparaju, Paulo Rocha, Harry Saini, Hannah Teufel, Niccoló Zanichelli, Carlos Riquelme
Stable LM 2 1.6B Technical Report. CoRR (2024)
David N. Palacio, Nathan Cooper, Alvaro Rodriguez, Kevin Moran, Denys Poshyvanyk
Toward a Theory of Causation for Interpreting Neural Code Models. CoRR (2023)
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Using Transfer Learning for Code-Related Tasks. IEEE Trans. Software Eng. 49 (4) (2023)
Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors. ESEC/SIGSOFT FSE (2023)
Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios. IEEE Trans. Software Eng. 49 (4) (2023)
Nathan Cooper
Intelligent Software Tooling for Improving Software Development. CoRR (2023)
Carlos Bernal-Cárdenas, Nathan Cooper, Madeleine Havranek, Kevin Moran, Oscar Chaparro, Denys Poshyvanyk, Andrian Marcus
Translating Video Recordings of Complex Mobile App UI Gestures into Replayable Scenarios. CoRR (2023)
Amit Seal Ami, Syed Yusuf Ahmed, Radowan Mahmud Redoy, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
MASC: A Tool for Mutation-Based Evaluation of Static Crypto-API Misuse Detectors. CoRR (2023)
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
An Empirical Study on the Usage of Transformer Models for Code Completion. IEEE Trans. Software Eng. 48 (12) (2022)
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. ACM Trans. Softw. Eng. Methodol. 31 (2) (2022)
Aidan Connor, Aaron Harris, Nathan Cooper, Denys Poshyvanyk
Can We Automatically Fix Bugs by Learning Edit Operations? SANER (2022)
Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques. IEEE Symposium on Security and Privacy (2022)
Antonio Mastropaolo, Nathan Cooper, David Nader-Palacio, Simone Scalabrino, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Using Transfer Learning for Code-Related Tasks. CoRR (2022)
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
It Takes Two to TANGO: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. ICSE (2021)
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
An Empirical Study on the Usage of BERT Models for Code Completion. CoRR (2021)
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. CoRR (2021)
Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios. ICSE (Companion Volume) (2021)
Madeleine Havranek, Carlos Bernal-Cárdenas, Nathan Cooper, Oscar Chaparro, Denys Poshyvanyk, Kevin Moran
V2S: A Tool for Translating Video Recordings of Mobile App Usages into Replayable Scenarios. CoRR (2021)
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. CoRR (2021)
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
An Empirical Study on the Usage of Transformer Models for Code Completion. CoRR (2021)
Antonio Mastropaolo, Simone Scalabrino, Nathan Cooper, David Nader-Palacio, Denys Poshyvanyk, Rocco Oliveto, Gabriele Bavota
Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks. ICSE (2021)
Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
An Empirical Study on the Usage of BERT Models for Code Completion. MSR (2021)
Nathan Cooper, Carlos Bernal-Cárdenas, Oscar Chaparro, Kevin Moran, Denys Poshyvanyk
A Replication Package for It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug Reports. ICSE (Companion Volume) (2021)
Amit Seal Ami, Nathan Cooper, Kaushal Kafle, Kevin Moran, Denys Poshyvanyk, Adwait Nadkarni
Why Crypto-detectors Fail: A Systematic Evaluation of Cryptographic Misuse Detection Techniques. CoRR (2021)
Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk
Translating video recordings of mobile app usages into replayable scenarios. ICSE (2020)
Carlos Bernal-Cárdenas, Nathan Cooper, Kevin Moran, Oscar Chaparro, Andrian Marcus, Denys Poshyvanyk
Translating Video Recordings of Mobile App Usages into Replayable Scenarios. CoRR (2020)
Cody Watson, Nathan Cooper, David Nader-Palacio, Kevin Moran, Denys Poshyvanyk
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research. CoRR (2020)
Saul Schaffer, Emily Wang, Nathan Cooper, Bo Li, Zeynep Temel, Ozan Akkus, Victoria A. Webster-Wood
Ultra Low-Cost Printable Folding Robots. IROS (2020)
Nathan Cooper, Andrew Swan, David Townend
A confluence of new technology and the right to water: experience and potential from South Africa's constitution and commons. Ethics Inf. Technol. 16 (2) (2014)