Yang He

31 papers A* 9B 1Journal 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression.
CoRR
Chenyue Yu, Lingao Xiao, Jinhong Deng, Ivor W. Tsang, Yang He
2026 A* conf
GenMatLab: A Generative Platform for Inverse Materials Design.
AAAI
Hangwei Qian, Yang He, Yaxin Shi, Ivor W. Tsang
2025 J jnl
Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images.
CoRR
Lingao Xiao, Songhua Liu, Yang He, Xinchao Wang
2025 J jnl
SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs.
CoRR
Jinhong Deng, Wen Li, Joey Tianyi Zhou, Yang He
2025 J jnl
Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding.
CoRR
Binh-Nguyen Nguyen, Yang He
2025 A* conf
Training-Free Dataset Pruning for Instance Segmentation.
ICLR
Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He
2025 J jnl
Training-Free Dataset Pruning for Instance Segmentation.
CoRR
Yalun Dai, Lingao Xiao, Ivor W. Tsang, Yang He
2024 A* conf
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
NeurIPS
Lingao Xiao, Yang He
2024 J jnl
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
CoRR
Lingao Xiao, Yang He
2024 A* conf
Data-independent Module-aware Pruning for Hierarchical Vision Transformers.
ICLR
Yang He, Joey Tianyi Zhou
2024 J jnl
Data-independent Module-aware Pruning for Hierarchical Vision Transformers.
CoRR
Yang He, Joey Tianyi Zhou
2024 A* conf
Multisize Dataset Condensation.
ICLR
Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
2024 J jnl
Multisize Dataset Condensation.
CoRR
Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang
2024 J jnl
Structured Pruning for Deep Convolutional Neural Networks: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Yang He, Lingao Xiao
2023 J jnl
Filter Pruning by Switching to Neighboring CNNs With Good Attributes.
IEEE Trans. Neural Networks Learn. Syst.
Yang He, Ping Liu, Linchao Zhu, Yi Yang
2023 J jnl
Progressive Local Filter Pruning for Image Retrieval Acceleration.
IEEE Trans. Multim.
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
2023 J jnl
Structured Pruning for Deep Convolutional Neural Networks: A survey.
CoRR
Yang He, Lingao Xiao
2023 A* conf
You Only Condense Once: Two Rules for Pruning Condensed Datasets.
NeurIPS
Yang He, Lingao Xiao, Joey Tianyi Zhou
2023 J jnl
You Only Condense Once: Two Rules for Pruning Condensed Datasets.
CoRR
Yang He, Lingao Xiao, Joey Tianyi Zhou
2022 B conf
A Sensitivity-based Pruning Method for Convolutional Neural Networks.
SMC
Cankun Zhong, Yang He, Yifei An, Wing W. Y. Ng, Ting Wang
2022 J jnl
Graph-based few-shot learning with transformed feature propagation and optimal class allocation.
Neurocomputing
Ruiheng Zhang, Shuo Yang, Qi Zhang, Lixin Xu, Yang He, Fan Zhang
2022 J jnl
Soft Person Reidentification Network Pruning via Blockwise Adjacent Filter Decaying.
IEEE Trans. Cybern.
Xiao-Dong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
2020 J jnl
Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks.
IEEE Trans. Cybern.
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Chenggang Yan, Yi Yang
2020 A* conf
Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration.
CVPR
Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang
2020 J jnl
Progressive Local Filter Pruning for Image Retrieval Acceleration.
CoRR
Xiaodong Wang, Zhedong Zheng, Yang He, Fei Yan, Zhiqiang Zeng, Yi Yang
2019 A* conf
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration.
CVPR
Yang He, Ping Liu, Ziwei Wang, Zhilan Hu, Yi Yang
2019 J jnl
Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks.
CoRR
Yang He, Ping Liu, Linchao Zhu, Yi Yang
2018 J jnl
Progressive Deep Neural Networks Acceleration via Soft Filter Pruning.
CoRR
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang
2018 J jnl
Pruning Filter via Geometric Median for Deep Convolutional Neural Networks Acceleration.
CoRR
Yang He, Ping Liu, Ziwei Wang, Yi Yang
2018 A* conf
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.
IJCAI
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang
2018 J jnl
Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks.
CoRR
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang