Search Results for author: Yayi Zou

Found 3 papers, 1 papers with code

RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation

1 code implementation12 Feb 2022 Zhen Li, Guenevere, Chen, Chen Chen, Yayi Zou, Shouhuai Xu

Recent studies show that current source code authorship attribution methods can be compromised by attackers exploiting adversarial examples and coding style manipulation.

Authorship Attribution Bug fixing +2

Bayesian Meta-reinforcement Learning for Traffic Signal Control

no code implementations1 Oct 2020 Yayi Zou, Zhiwei Qin

This framework is based on our proposed fast-adaptation variation to Gradient-EM Bayesian Meta-learning and the fast-update advantage of DQN, which allows for fast adaptation to new scenarios with continual learning ability and robustness to uncertainty.

Continual Learning Meta-Learning +5

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