 Efficient local linearity regularization to overcome catastrophic
overfittingInternational Conference on Learning Representations (ICLR), 2024 |
 Enhancing Sharpness-Aware Optimization Through Variance SuppressionNeural Information Processing Systems (NeurIPS), 2023 |
 Revisiting and Exploring Efficient Fast Adversarial Training via LAW:
Lipschitz Regularization and Auto Weight AveragingIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 |
 Encoding Time-Series Explanations through Self-Supervised Model Behavior
ConsistencyNeural Information Processing Systems (NeurIPS), 2023 |
 Robust Natural Language Processing: Recent Advances, Challenges, and
Future DirectionsIEEE Access (IEEE Access), 2022 |
 Diverse Gaussian Noise Consistency Regularization for Robustness and
Uncertainty CalibrationIEEE International Joint Conference on Neural Network (IJCNN), 2021 |
