Yang He

Yang He

Scientist

I am a Scientist at the Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR), Singapore. I also serve as an Adjunct Assistant Professor at the National University of Singapore (NUS).

I received my Ph.D. from the University of Technology Sydney (UTS) under the supervision of Prof. Yi Yang.

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodal LLMs featured image

SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodal LLMs

*Advances in Neural Information Processing Systems (NeurIPS)*, 2025

jinhong-deng
Training-Free Dataset Pruning for Instance Segmentation featured image

Training-Free Dataset Pruning for Instance Segmentation

*International Conference on Learning Representations (ICLR)*, 2024

yalun-dai
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding featured image

Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding

*International Conference on Computational Linguistics (COLING)*, 2024

binh-nguyen-nguyen
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation? featured image

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

*Advances in Neural Information Processing Systems (NeurIPS)*, 2024

lingao-xiao
Multisize Dataset Condensation featured image

Multisize Dataset Condensation

*International Conference on Learning Representations (ICLR) Oral*, 2024

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Yang He
Data-independent Module-aware Pruning for Hierarchical Vision Transformers featured image

Data-independent Module-aware Pruning for Hierarchical Vision Transformers

*International Conference on Learning Representations (ICLR)*, 2024

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Yang He
You Only Condense Once: Two Rules for Pruning Condensed Datasets featured image

You Only Condense Once: Two Rules for Pruning Condensed Datasets

*Advances in Neural Information Processing Systems (NeurIPS)*, 2023

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Yang He
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration featured image

Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration

*IEEE Conference on Computer Vision and Pattern Recognition (CVPR)*, 2020

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Yang He
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks featured image

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks

*IEEE Transactions on Cybernetics, 2019*

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Yang He
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration featured image

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

*IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral), 2019*

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Yang He