Xiaofei He

Xiaofei He

Zhejiang University

H-index: 82

Asia-China

About Xiaofei He

Xiaofei He, With an exceptional h-index of 82 and a recent h-index of 52 (since 2020), a distinguished researcher at Zhejiang University, specializes in the field of machine learning, computer vision, data mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

Temporal Feature Fusion for 3D Detection in Monocular Video

Model Compression and Efficient Inference for Large Language Models: A Survey

Motion-aware memory network for fast video salient object detection

SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition

Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation

Neural collapse inspired attraction–repulsion-balanced loss for imbalanced learning

Cascaded Motion Estimation for Intelligent Vehicles in GNSS-Denied Scenes

Unipad: A universal pre-training paradigm for autonomous driving

Xiaofei He Information

University

Position

Professor of Computer Science

Citations(all)

40233

Citations(since 2020)

15049

Cited By

31499

hIndex(all)

82

hIndex(since 2020)

52

i10Index(all)

209

i10Index(since 2020)

159

Email

University Profile Page

Zhejiang University

Google Scholar

View Google Scholar Profile

Xiaofei He Skills & Research Interests

machine learning

computer vision

data mining

Top articles of Xiaofei He

Title

Journal

Author(s)

Publication Date

Temporal Feature Fusion for 3D Detection in Monocular Video

IEEE Transactions on Image Processing

Haoran Cheng

Liang Peng

Zheng Yang

Binbin Lin

Xiaofei He

...

2024/3/27

Model Compression and Efficient Inference for Large Language Models: A Survey

arXiv preprint arXiv:2402.09748

Wenxiao Wang

Wei Chen

Yicong Luo

Yongliu Long

Zhengkai Lin

...

2024/2/15

Motion-aware memory network for fast video salient object detection

IEEE Transactions on Image Processing

Xing Zhao

Haoran Liang

Peipei Li

Guodao Sun

Dongdong Zhao

...

2024/1/8

SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition

Knowledge-Based Systems

Qibo Qiu

Wenxiao Wang

Haochao Ying

Dingkun Liang

Haiming Gao

...

2024/4/23

Clip is also an efficient segmenter: A text-driven approach for weakly supervised semantic segmentation

Yuqi Lin

Minghao Chen

Wenxiao Wang

Boxi Wu

Ke Li

...

2023

Neural collapse inspired attraction–repulsion-balanced loss for imbalanced learning

Neurocomputing

Liang Xie

Yibo Yang

Deng Cai

Xiaofei He

2023/3/28

Cascaded Motion Estimation for Intelligent Vehicles in GNSS-Denied Scenes

Bingxi Jia

Haidong Ren

Zheng Yang

Jingwang Li

Xiaofei He

2023/7/24

Unipad: A universal pre-training paradigm for autonomous driving

arXiv preprint arXiv:2310.08370

Honghui Yang

Sha Zhang

Di Huang

Xiaoyang Wu

Haoyi Zhu

...

2023/10/12

GD-MAE: generative decoder for MAE pre-training on lidar point clouds

CVPR 2023

Honghui Yang

Tong He

Jiaheng Liu

Hua Chen

Boxi Wu

...

2023/2

Modeling Noncommutative Composition of Relations for Knowledge Graph Embedding

Electronics

Chao Xiang

Cong Fu

Deng Cai

Xiaofei He

2023/3/12

Optimizing traffic efficiency via a reinforcement learning approach based on time allocation

International Journal of Machine Learning and Cybernetics

Chao Xiang

Zhongming Jin

Zhengxu Yu

Xian-Sheng Hua

Yao Hu

...

2023/10

Towards in-distribution compatible out-of-distribution detection

Proceedings of the AAAI Conference on Artificial Intelligence

Boxi Wu

Jie Jiang

Haidong Ren

Zifan Du

Wenxiao Wang

...

2023/6/26

X-view: Non-egocentric multi-view 3D object detector

IEEE Transactions on Image Processing

Liang Xie

Guodong Xu

Deng Cai

Xiaofei He

2023/2/22

Crossformer++: A versatile vision transformer hinging on cross-scale attention

IEEE Transactions on Pattern Analysis and Machine Intelligence

Wenxiao Wang

Wei Chen

Qibo Qiu

Long Chen

Boxi Wu

...

2023/12/19

Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions

arXiv preprint arXiv:2309.17313

Jie Zhao

Ziyu Guan

Wei Zhao

Yue Jiang

Xiaofei He

2023/9/29

Priorlane: A prior knowledge enhanced lane detection approach based on transformer

Qibo Qiu

Haiming Gao

Wei Hua

Gang Huang

Xiaofei He

2023/5/29

General rotation invariance learning for point clouds via weight-feature alignment

arXiv preprint arXiv:2302.09907

Liang Xie

Yibo Yang

Wenxiao Wang

Binbin Lin

Deng Cai

...

2023/2/20

Few-shot Hybrid Domain Adaptation of Image Generators

arXiv preprint arXiv:2310.19378

Hengjia Li

Yang Liu

Linxuan Xia

Yuqi Lin

Tu Zheng

...

2023/10/30

Lateral Dynamic Model for Full-Size Semi-Trailer Container Trucks with Practical Evaluation

Bingxi Jia

Haidong Ren

Zheng Yang

Zhenxiong Lou

Xiaofei He

2023/5/20

MCS: Multi-Target Masked Point Modeling with Learnable Codebook and Siamese Decoders

arXiv preprint arXiv:2309.13235

Qibo Qiu

Honghui Yang

Wenxiao Wang

Shun Zhang

Haiming Gao

...

2023/9/23

See List of Professors in Xiaofei He University(Zhejiang University)