Enabling scalable scientific workflow management in the Cloud. - Yong Zhao 009; Youfu Li 002; Ioan Raicu; Shiyong Lu; Wenhong Tian; Heng Liu 004 (Future Gener. Comput. Syst., 2015)

A fast information-theoretic approximation of joint mutual information feature selection. - Heng Liu 004; Gregory Ditzler (IJCNN, 2017)

Speeding up joint mutual information feature selection with an optimization heuristic. - Heng Liu 004; Gregory Ditzler (SSCI, 2017)

Data Poisoning Attacks against MRMR. - Heng Liu 004; Gregory Ditzler (ICASSP, 2019)

A semi-parallel framework for greedy information-theoretic feature selection. - Heng Liu 004; Gregory Ditzler (Inf. Sci., 2019)

Detecting Adversarial Audio via Activation Quantization Error. - Heng Liu 004; Gregory Ditzler (IJCNN, 2020)

Adversarial Audio Attacks that Evade Temporal Dependency. - Heng Liu 004; Gregory Ditzler (SSCI, 2020)

Data poisoning against information-theoretic feature selection. - Heng Liu 004; Gregory Ditzler (Inf. Sci., 2021)

Algorithms for Scalability and Security in Adversarial Environments. - Heng Liu 004 (2021)