LINGYU DUAN

Quantization with Purpose: Loss-Aware Bit Allocation for Gradient Compression

Sparse Reasoning is Enough: Biological-Inspired Framework for Abnormal Event Detection with Large Pre-trained Models

Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation

Which Tasks Should Be Compressed Together? A Causal Discovery Approach for Efficient Multi-Task Representation Compression