Zimin Chen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 24

Top Topics

Structured Prediction

Top Venues

IEEE Trans. Software Eng.

ACM Trans. Graph.

ICSE (Workshops)

Publications

Zimin Chen, Steve Kommrusch, Martin Monperrus
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code. IEEE Trans. Software Eng. 49 (1) (2023)
Zimin Chen, Malgorzata Salawa, Manushree Vijayvergiya, Goran Petrovic, Marko Ivankovic, René Just
MuRS: Mutant Ranking and Suppression using Identifier Templates. CoRR (2023)
He Ye, Zimin Chen, Claire Le Goues
PreciseBugCollector: Extensible, Executable and Precise Bug-fix Collection. CoRR (2023)
Zimin Chen, Malgorzata Salawa, Manushree Vijayvergiya, Goran Petrovic, Marko Ivankovic, René Just
MuRS: Mutant Ranking and Suppression using Identifier Templates. ESEC/SIGSOFT FSE (2023)
He Ye, Zimin Chen, Claire Le Goues
PreciseBugCollector: Extensible, Executable and Precise Bug-Fix Collection: Solution for Challenge 8: Automating Precise Data Collection for Code Snippets with Bugs, Fixes, Locations, and Types. ASE (2023)
Zimin Chen, Sen Fang, Martin Monperrus
Supersonic: Learning to Generate Source Code Optimizations in C/C++. CoRR (2023)
Zhongxing Yu, Matias Martinez, Zimin Chen, Tegawendé F. Bissyandé, Martin Monperrus
Learning the Relation Between Code Features and Code Transforms With Structured Prediction. IEEE Trans. Software Eng. 49 (7) (2023)
Zimin Chen, Vincent J. Hellendoorn, Pascal Lamblin, Petros Maniatis, Pierre-Antoine Manzagol, Daniel Tarlow, Subhodeep Moitra
PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair. NeurIPS (2021)
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. IEEE Trans. Software Eng. 47 (9) (2021)
Jian Gu, Zimin Chen, Martin Monperrus
Multimodal Representation for Neural Code Search. ICSME (2021)
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron Arteaga, He Ye, Zhongxing Yu
A Software-Repair Robot Based on Continual Learning. IEEE Softw. 38 (4) (2021)
Zimin Chen, Steve Kommrusch, Martin Monperrus
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code. CoRR (2021)
Jian Gu, Zimin Chen, Martin Monperrus
Multimodal Representation for Neural Code Search. CoRR (2021)
Daniel Tarlow, Subhodeep Moitra, Andrew Rice, Zimin Chen, Pierre-Antoine Manzagol, Charles Sutton, Edward Aftandilian
Learning to Fix Build Errors with Graph2Diff Neural Networks. ICSE (Workshops) (2020)
Benoit Baudry, Zimin Chen, Khashayar Etemadi, Han Fu, Davide Ginelli, Steve Kommrusch, Matias Martinez, Martin Monperrus, Javier Ron, He Ye, Zhongxing Yu
R-Hero: A Software Repair Bot based on Continual Learning. CoRR (2020)
Daniel Tarlow, Subhodeep Moitra, Andrew Rice, Zimin Chen, Pierre-Antoine Manzagol, Charles Sutton, Edward Aftandilian
Learning to Fix Build Errors with Graph2Diff Neural Networks. CoRR (2019)
Zimin Chen, Steve Kommrusch, Michele Tufano, Louis-Noël Pouchet, Denys Poshyvanyk, Martin Monperrus
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair. CoRR (2019)
Kaizhang Kang, Cihui Xie, Chengan He, Mingqi Yi, Minyi Gu, Zimin Chen, Kun Zhou, Hongzhi Wu
Learning efficient illumination multiplexing for joint capture of reflectance and shape. ACM Trans. Graph. 38 (6) (2019)
Zimin Chen, Martin Monperrus
A Literature Study of Embeddings on Source Code. CoRR (2019)
Zimin Chen, Steve Kommrusch, Martin Monperrus
Using Sequence-to-Sequence Learning for Repairing C Vulnerabilities. CoRR (2019)
Kaizhang Kang, Zimin Chen, Jiaping Wang, Kun Zhou, Hongzhi Wu
Learning optimal lighting patterns for efficient SVBRDF acquisition. SIGGRAPH Posters (2018)
Kaizhang Kang, Zimin Chen, Jiaping Wang, Kun Zhou, Hongzhi Wu
Efficient reflectance capture using an autoencoder. ACM Trans. Graph. 37 (4) (2018)
Zimin Chen, Martin Monperrus
The CodRep Machine Learning on Source Code Competition. CoRR (2018)
Zimin Chen, Martin Monperrus
The Remarkable Role of Similarity in Redundancy-based Program Repair. CoRR (2018)