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Publications
SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodal LLMs
Jinhong Deng
,
Wen Li
,
Joey Tianyi Zhou
,
Yang He
In
NeurIPS
(2025)
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Code
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Training-Free Dataset Pruning for Instance Segmentation
Yalun Dai
,
Lingao Xiao
,
Ivor Tsang
,
Yang He
In
ICLR
(2025)
PDF
Code
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Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding
Binh Nguyen Nguyen
,
Yang He
In
COLING
(2024)
PDF
Code
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Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
Lingao Xiao
,
Yang He
In
NeurIPS
(2024)
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Code
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Multisize Dataset Condensation
Yang He
,
Lingao Xiao
,
Joey Tianyi Zhou
,
Ivor Tsang
In
ICLR Oral
(2024)
PDF
Code
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Data-independent Module-aware Pruning for Hierarchical Vision Transformers
Yang He
,
Joey Tianyi Zhou
In
ICLR
(2024)
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Code
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You Only Condense Once: Two Rules for Pruning Condensed Datasets
Yang He
,
Lingao Xiao
,
Joey Tianyi Zhou
In
NeurIPS
(2023)
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Code
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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
Cite
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)
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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)
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Code
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