Yang He - RankMe

31 papers A* 9B 1Journal 21

Year	Rank	Type	Title / 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