Heng Liu

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 7

Top Topics

Information Theoretic Measures

Quantization Error

Feature Selection

Top Venues

Future Gener. Comput. Syst.

Publications

Heng Liu, Gregory Ditzler
Data poisoning against information-theoretic feature selection. Inf. Sci. 573 (2021)
Heng Liu, Gregory Ditzler
Adversarial Audio Attacks that Evade Temporal Dependency. SSCI (2020)
Heng Liu, Gregory Ditzler
Detecting Adversarial Audio via Activation Quantization Error. IJCNN (2020)
Heng Liu, Gregory Ditzler
Data Poisoning Attacks against MRMR. ICASSP (2019)
Heng Liu, Gregory Ditzler
A semi-parallel framework for greedy information-theoretic feature selection. Inf. Sci. 492 (2019)
Heng Liu, Gregory Ditzler
A fast information-theoretic approximation of joint mutual information feature selection. IJCNN (2017)
Heng Liu, Gregory Ditzler
Speeding up joint mutual information feature selection with an optimization heuristic. SSCI (2017)
Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Wenhong Tian, Heng Liu
Enabling scalable scientific workflow management in the Cloud. Future Gener. Comput. Syst. 46 (2015)