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Zhou Yang
Zhou Yang
PhD Candidate, SMU
Verified email at smu.edu.sg - Homepage
Title
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Year
Large Language Models for Software Engineering: A Systematic Literature Review
X Hou, Y Zhao, Y Liu, Z Yang, K Wang, L Li, X Luo, D Lo, J Grundy, ...
arXiv preprint arXiv:2308.10620, 112011, 2023
152*2023
Natural attack for pre-trained models of code
Z Yang, J Shi, J He, D Lo
Proceedings of the 44th International Conference on Software Engineering …, 2022
1032022
Biasfinder: Metamorphic test generation to uncover bias for sentiment analysis systems
MH Asyrofi, Z Yang, INB Yusuf, HJ Kang, F Thung, D Lo
IEEE Transactions on Software Engineering, 2021
622021
PTM4Tag: sharpening tag recommendation of stack overflow posts with pre-trained models
J He, B Xu, Z Yang, DG Han, C Yang, D Lo
Proceedings of the 30th IEEE/ACM International Conference on Program …, 2022
392022
Revisiting neuron coverage metrics and quality of deep neural networks
Z Yang, J Shi, MH Asyrofi, D Lo
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
322022
Aspect-based api review classification: How far can pre-trained transformer model go?
C Yang, B Xu, JY Khan, G Uddin, D Han, Z Yang, D Lo
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
252022
BiasRV: Uncovering biased sentiment predictions at runtime
Z Yang, MH Asyrofi, D Lo
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
242021
Stealthy Backdoor Attack for Code Models
Z Yang, B Xu, JM Zhang, HJ Kang, J Shi, J He, D Lo
IEEE Transactions on Software Engineering, 2023
222023
Crossasr++: A modular differential testing framework for automatic speech recognition
MH Asyrofi, Z Yang, D Lo
Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021
202021
Curiosity-Driven and Victim-Aware Adversarial Policies
C Gong, Z Yang, Y Bai, J Shi, A Sinha, B Xu, D Lo, X Hou, G Fan
Proceedings of the 38th Annual Computer Security Applications Conference …, 2022
192022
Compressing pre-trained models of code into 3 mb
J Shi, Z Yang, B Xu, HJ Kang, D Lo
Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022
192022
What Do Code Models Memorize? An Empirical Study on Large Language Models of Code
Z Yang, Z Zhao, C Wang, J Shi, D Kim, DG Han, D Lo
Proceedings of the 46th International Conference on Software Engineering …, 2023
172023
Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets
C Gong, Z Yang, Y Bai, J He, J Shi, A Sinha, B Xu, X Hou, G Fan, D Lo
arXiv preprint arXiv:2210.04688, 2022
172022
Incbl: Incremental bug localization
Z Yang, J Shi, S Wang, D Lo
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
152021
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
Z Wang, Z Yang, M Qiu, I Haque, L Brown, Y He, J Wang, D Lo, W Zhang
2023 IEEE International Conference on Software Analysis, Evolution and …, 2023
142023
Representation Learning for Stack Overflow Posts: How Far are We?
J He, X Zhou, B Xu, T Zhang, K Kim, Z Yang, F Thung, IC Irsan, D Lo
ACM Transactions on Software Engineering and Methodology, 2023
132023
Can differential testing improve automatic speech recognition systems?
MH Asyrofi, Z Yang, J Shi, CW Quan, D Lo
2021 IEEE International Conference on Software Maintenance and Evolution …, 2021
132021
BiasHeal: On-the-fly black-box healing of bias in sentiment analysis systems
Z Yang, H Jain, J Shi, MH Asyrofi, D Lo
2021 IEEE International Conference on Software Maintenance and Evolution …, 2021
122021
Can Identifier Splitting Improve Open-Vocabulary Language Model of Code?
J Shi, Z Yang, J He, B Xu, D Lo
2022 IEEE International Conference on Software Analysis, Evolution and …, 2022
112022
What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues
Z Yang, C Wang, J Shi, T Hoang, P Kochhar, Q Lu, Z Xing, D Lo
Proceedings of the 20th International Conference on Mining Software …, 2023
102023
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