Hongwei Liu

GOAL: Balance Multimodal Learning with Gradient Orthogonalization and Adaptive Leveraging

Turning Uncertainty into Control: Bi-level Training with Editable Bayesian Layers

Channel Matters: Estimating Channel Influence for Multivariate Time Series

Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation

OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation