Yisong Xiao
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Explainable Artificial Intelligence (XAI), Topic Modeling, Advanced Neural Network Applications
Most-Cited Works
- → Lead identification of novel and selective TYK2 inhibitors(2013)122 cited
- → Lead Optimization of a 4-Aminopyridine Benzamide Scaffold To Identify Potent, Selective, and Orally Bioavailable TYK2 Inhibitors(2013)97 cited
- → Back Pocket Flexibility Provides Group II p21-Activated Kinase (PAK) Selectivity for Type I 1/2 Kinase Inhibitors(2014)63 cited
- → Identification of C-2 Hydroxyethyl Imidazopyrrolopyridines as Potent JAK1 Inhibitors with Favorable Physicochemical Properties and High Selectivity over JAK2(2013)62 cited
- → Discovery and Optimization of C-2 Methyl Imidazopyrrolopyridines as Potent and Orally Bioavailable JAK1 Inhibitors with Selectivity over JAK2(2012)61 cited
- → 2-Amino-[1,2,4]triazolo[1,5-a]pyridines as JAK2 inhibitors(2013)44 cited
- → Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing(2023)31 cited
- → Improving Deepfake Detection Generalization by Invariant Risk Minimization(2024)29 cited
- → RobustMQ: benchmarking robustness of quantized models(2023)15 cited
- → Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks(2023)8 cited