Lingao Xiao

12 papers A* 4Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression.
CoRR
Chenyue Yu, Lingao Xiao, Jinhong Deng, Ivor W. Tsang, Yang He
2025 J jnl
Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images.
CoRR
Lingao Xiao, Songhua Liu, Yang He, Xinchao Wang
2025 A* conf
Training-Free Dataset Pruning for Instance Segmentation.
ICLR
Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He
2025 J jnl
Training-Free Dataset Pruning for Instance Segmentation.
CoRR
Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He
2024 A* conf
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
NeurIPS
Lingao Xiao, Yang He
2024 J jnl
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
CoRR
Lingao Xiao, Yang He
2024 A* conf
Multisize Dataset Condensation.
ICLR
Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
2024 J jnl
Multisize Dataset Condensation.
CoRR
Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
2024 J jnl
Structured Pruning for Deep Convolutional Neural Networks: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Yang He, Lingao Xiao
2023 J jnl
Structured Pruning for Deep Convolutional Neural Networks: A survey.
CoRR
Yang He, Lingao Xiao
2023 A* conf
You Only Condense Once: Two Rules for Pruning Condensed Datasets.
NeurIPS
Yang He, Lingao Xiao, Joey Tianyi Zhou
2023 J jnl
You Only Condense Once: Two Rules for Pruning Condensed Datasets.
CoRR
Yang He, Lingao Xiao, Joey Tianyi Zhou