Publications

Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
International Conference on Computational Linguistics (COLING), 2024
Binh Nguyen Nguyen, Yang He
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Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
Advances in Neural Information Processing Systems (NeurIPS), 2024
Lingao Xiao, Yang He
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Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
Multisize Dataset Condensation
International Conference on Learning Representations (ICLR) Oral, 2024
Yang He, Lingao Xiao, Tianyi Joey Zhou, Ivor Tsang
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Multisize Dataset Condensation
Data-independent Module-aware Pruning for Hierarchical Vision Transformers
International Conference on Learning Representations (ICLR), 2024
Yang He, Tianyi Joey Zhou
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Data-independent Module-aware Pruning for Hierarchical Vision Transformers
You Only Condense Once: Two Rules for Pruning Condensed Datasets
Advances in Neural Information Processing Systems (NeurIPS), 2023
Yang He, Lingao Xiao, Tianyi Joey Zhou
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You Only Condense Once: Two Rules for Pruning Condensed Datasets
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang
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Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
IEEE Transactions on Cybernetics, 2019
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang
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Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2019
Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang
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Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2018
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
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Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks