Lingao Xiao

According to our database, Lingao Xiao authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Soft Label Pruning and Quantization for Large-Scale Dataset Distillation.

Lingao Xiao, Yang He

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

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

Chenyue Yu, Lingao Xiao, Jinhong Deng, Ivor W. Tsang, Yang He

CoRR, February, 2026

2025

Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images.

Lingao Xiao, Songhua Liu, Yang He, Xinchao Wang

CoRR, February, 2025

Training-Free Dataset Pruning for Instance Segmentation.

Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Structured Pruning for Deep Convolutional Neural Networks: A Survey.

Yang He, Lingao Xiao

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?

Lingao Xiao, Yang He

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Multisize Dataset Condensation.

Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

You Only Condense Once: Two Rules for Pruning Condensed Datasets.

Yang He, Lingao Xiao, Joey Tianyi Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023