Heng Liu

According to our database, Heng Liu authored at least 9 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Algorithms for Scalability and Security in Adversarial Environments.

Heng Liu

PhD thesis, 2021

Data poisoning against information-theoretic feature selection.

Heng Liu, Gregory Ditzler

Inf. Sci., 2021

2020

Adversarial Audio Attacks that Evade Temporal Dependency.

Heng Liu, Gregory Ditzler

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Detecting Adversarial Audio via Activation Quantization Error.

Heng Liu, Gregory Ditzler

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A semi-parallel framework for greedy information-theoretic feature selection.

Heng Liu, Gregory Ditzler

Inf. Sci., 2019

Data Poisoning Attacks against MRMR.

Heng Liu, Gregory Ditzler

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Speeding up joint mutual information feature selection with an optimization heuristic.

Heng Liu, Gregory Ditzler

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A fast information-theoretic approximation of joint mutual information feature selection.

Heng Liu, Gregory Ditzler

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2015

Enabling scalable scientific workflow management in the Cloud.

Yong Zhao, Youfu Li, Ioan Raicu, Shiyong Lu, Wenhong Tian, Heng Liu

Future Gener. Comput. Syst., 2015