Yang He

Paying More Attention to Images in Large-scale Dataset Compression

Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression

Model-Agnostic Text Condensation with Coherence Awareness

Hierarchical Speculative Decoding through Training-Free Slim-Verifier

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs

Training-Free Dataset Pruning for Instance Segmentation

Adversarial Attack Robust dataset pruning