Search Results for author: Bozhi Wu

Found 3 papers, 1 papers with code

PST: Improving Quantitative Trading via Program Sketch-based Tuning

no code implementations9 Oct 2023 Zhiming Li, Junzhe Jiang, Yushi Cao, Aixin Cui, Bozhi Wu, Bo Li, Yang Liu, Dongning Sun

Particularly, PST first proposes using a novel symbolic program sketch to embed the abstract human expert knowledge of market trends.

Program Synthesis reinforcement-learning

Unveiling Project-Specific Bias in Neural Code Models

no code implementations19 Jan 2022 Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Junzhe Jiang, Yang Liu

We propose a Cond-Idf measurement to interpret this behavior, which quantifies the relatedness of a token with a label and its project-specificness.

Adversarial Robustness Vulnerability Detection

Why an Android App is Classified as Malware? Towards Malware Classification Interpretation

1 code implementation24 Apr 2020 Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu

In this paper, to fill this gap, we propose a novel and interpretable ML-based approach (named XMal) to classify malware with high accuracy and explain the classification result meanwhile.

Android Malware Detection Classification +2

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