Haoyu He

According to our database, Haoyu He authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pruning Self-Attentions Into Convolutional Layers in Single Path.

Haoyu He, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Physical Layer Authentication for Industrial Control Based on Convolutional Denoising Autoencoder.

Yanru Chen, Haoyu He, Shengjie Liu, Yuanyuan Zhang, Yang Li, Bin Xing, Bing Guo, Liangyin Chen

IEEE Internet Things J., May, 2024

Maui: Black-Box Edge Privacy Attack on Graph Neural Networks.

Haoyu He, Isaiah J. King, H. Howie Huang

Proc. Priv. Enhancing Technol., 2024

HDT: Hierarchical Document Transformer.

Haoyu He, Markus Flicke, Jan Buchmann, Iryna Gurevych, Andreas Geiger

CoRR, 2024

Pretrained Mobility Transformer: A Foundation Model for Human Mobility.

Xinhua Wu, Haoyu He, Yanchao Wang, Qi Wang

CoRR, 2024

ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction.

Haoyu He, Haozheng Luo, Qi R. Wang

Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Human Mobility Prediction Challenge, 2024

LongVLM: Efficient Long Video Understanding via Large Language Models.

Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

Stitched ViTs are Flexible Vision Backbones.

Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

Efficient Stitchable Task Adaptation.

Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

End-to-End One-Shot Human Parsing.

Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Intelligent Reflecting Surface-Assisted Physical Layer Key Generation with Deep Learning in MIMO Systems.

Shengjie Liu, Guo Wei, Haoyu He, Hao Wang, Yanru Chen, Dasha Hu, Yuming Jiang, Liangyin Chen

Sensors, 2023

Sensitivity-Aware Visual Parameter-Efficient Tuning.

Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

CoRR, 2023

Mask Propagation for Efficient Video Semantic Segmentation.

Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Survey on Efficient Training of Transformers.

Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning.

Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Forecasting Urban Mobility using Sparse Data: A Gradient Boosted Fusion Tree Approach.

Haoyu He, Xinhua Wu, Qi Wang

Proceedings of the 1st International Workshop on the Human Mobility Prediction Challenge, 2023

Dynamic Focus-aware Positional Queries for Semantic Segmentation.

Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning.

Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Jie Fu

CoRR, 2022

EcoFormer: Energy-Saving Attention with Linear Complexity.

Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis.

Haoyu He, Yuede Ji, H. Howie Huang

Proceedings of the 7th IEEE European Symposium on Security and Privacy, 2022

Less Is More: Pay Less Attention in Vision Transformers.

Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Mesa: A Memory-saving Training Framework for Transformers.

Zizheng Pan, Peng Chen, Haoyu He, Jing Liu, Jianfei Cai, Bohan Zhuang

CoRR, 2021

Scalable Visual Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

CoRR, 2021

Scalable Vision Transformers with Hierarchical Pooling.

Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing.

Haoyu He, Xingjian Shi, Jonas Mueller, Sheng Zha, Mu Li, George Karypis

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

Progressive One-shot Human Parsing.

Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing.

Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018

AIC2018 Report: Traffic Surveillance Research.

Tingyu Mao, Wei Zhang, Haoyu He, Yanjun Lin, Vinay Kale, Alexander Stein, Zoran Kostic

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2016

Tradeoffs between wireless communication and computation in closed-loop implantable devices.

Muhammad Tariqus Salam, Hossein Kassiri, Nima Soltani, Haoyu He, José Luis Pérez Velazquez, Roman Genov

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016