7 citations · 7 across the 2 of their papers we have counts for
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cs.SE2023★ 7 cited
Adversarial Attacks on Code Models with Discriminative Graph Patterns
Thanh-Dat Nguyen, Yang Zhou, Xuan Bach D. Le +2
Pre-trained language models of code are now widely used in various software engineering tasks such as code generation, code completion, vulnerability detection, etc. This, in turn,…
cs.SE2023
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
Zichong Wang, Yang Zhou, David Lo +1
The increasing use of Machine Learning (ML) software can lead to unfair and unethical decisions, thus fairness bugs in software are becoming a growing concern. Addressing these fai…