Xiao, Lingao

5 publications

ICLR 2026 Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression Yu Chenyue, Lingao Xiao, Jinhong Deng, Ivor Tsang, Yang He

ICLR 2025 Training-Free Dataset Pruning for Instance Segmentation Yalun Dai, Lingao Xiao, Ivor Tsang, Yang He

NeurIPS 2024 Are Large-Scale Soft Labels Necessary for Large-Scale Dataset Distillation? Lingao Xiao, Yang He

ICLR 2024 Multisize Dataset Condensation Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor Tsang

NeurIPS 2023 You Only Condense Once: Two Rules for Pruning Condensed Datasets Yang He, Lingao Xiao, Joey Tianyi Zhou