Hengguan Huang

Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset

Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees

Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles

Advancing Test-Time Adaptation for Acoustic Foundation Models in Open-World Shifts

FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation

Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation

Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization

EP-GAN: Unsupervised Federated Learning with Expectation-Propagation Prior GAN