 Learning with Explanation ConstraintsNeural Information Processing Systems (NeurIPS), 2023 |
 Provable Pathways: Learning Multiple Tasks over Multiple PathsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 The Trade-off between Universality and Label Efficiency of
Representations from Contrastive LearningInternational Conference on Learning Representations (ICLR), 2023 |
 Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes
Representation LearningIEEE Journal of Translational Engineering in Health and Medicine (IEEE JTEHM), 2022 |
 Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance
MatchingInternational Conference on Learning Representations (ICLR), 2022 |
 Sample Efficiency of Data Augmentation Consistency RegularizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 Understanding Negative Samples in Instance Discriminative
Self-supervised Representation LearningNeural Information Processing Systems (NeurIPS), 2021 |
