Chang Liu
Nanyang Technological University(SG)Shanghai Jiao Tong University(CN)Leshan Normal University(CN)Civil Aviation University of China(CN)East China Normal University(CN)Universidad del Noreste(MX)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Topic Modeling, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning(2017)1,031 cited
- → Delving into Transferable Adversarial Examples and Black-box Attacks(2016)819 cited
- → Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning(2018)767 cited
- → SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning(2017)303 cited
- → Ionic Liquid-Functionalized Magnetic Metal–Organic Framework Nanocomposites for Efficient Extraction and Sensitive Detection of Fluoroquinolone Antibiotics in Environmental Water(2021)131 cited
- → Curriculum Adversarial Training(2018)124 cited