Publications

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodal LLMs
Jinhong Deng , Wen Li , Joey Tianyi Zhou , Yang He
In NeurIPS (2025) PDF Code
Training-Free Dataset Pruning for Instance Segmentation
Yalun Dai , Lingao Xiao , Ivor Tsang , Yang He
In ICLR (2025) PDF Code
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
Binh Nguyen Nguyen , Yang He
In COLING (2024) PDF Code
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
Lingao Xiao , Yang He
In NeurIPS (2024) PDF Code
Multisize Dataset Condensation
Yang He , Lingao Xiao , Joey Tianyi Zhou , Ivor Tsang
In ICLR Oral (2024) PDF Code
Data-independent Module-aware Pruning for Hierarchical Vision Transformers
Yang He , Joey Tianyi Zhou
In ICLR (2024) PDF Code
You Only Condense Once: Two Rules for Pruning Condensed Datasets
Yang He , Lingao Xiao , Joey Tianyi Zhou
In NeurIPS (2023) PDF Code
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
Yang He , Yuhang Ding , Ping Liu , Linchao Zhu , Hanwang Zhang , Yi Yang
In CVPR (2020) PDF PDF
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
Yang He , Xuanyi Dong , Guoliang Kang , Yanwei Fu , Chenggang Yan , Yi Yang
IEEE Trans. TCYB (2019) PDF Code DOI
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
Yang He , Ping Liu , Ziwei Wang , Zhilan Hu , Yi Yang
In CVPR Oral (2019) PDF Code