 Connecting Domains and Contrasting Samples: A Ladder for Domain GeneralizationKnowledge Discovery and Data Mining (KDD), 2025 |
 Human Heterogeneity Invariant Stress SensingProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2025 |
 From Invariant Representations to Invariant Data: Provable Robustness to Spurious Correlations via Noisy Counterfactual MatchingMachine-mediated learning (ML), 2025 |
 Single Domain Generalization for Few-Shot Counting via Universal Representation MatchingComputer Vision and Pattern Recognition (CVPR), 2025 |
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 Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution GeneralizationAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Learning Fine-grained Domain Generalization via Hyperbolic State Space HallucinationAAAI Conference on Artificial Intelligence (AAAI), 2025 |
