Pengfei Zhu

Pengfei Zhu

Tianjin University

H-index: 45

Asia-China

About Pengfei Zhu

Pengfei Zhu, With an exceptional h-index of 45 and a recent h-index of 41 (since 2020), a distinguished researcher at Tianjin University, specializes in the field of computer vision, pattern recognition, machine learning.

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

Multiview Deep Subspace Clustering Networks

Task-Customized Mixture of Adapters for General Image Fusion

Exploring Diverse Representations for Open Set Recognition

CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks

Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering

CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective

AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning

Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion

Pengfei Zhu Information

University

Position

Associate Professor School of Computer Science and Technology

Citations(all)

11401

Citations(since 2020)

10119

Cited By

3092

hIndex(all)

45

hIndex(since 2020)

41

i10Index(all)

82

i10Index(since 2020)

79

Email

University Profile Page

Tianjin University

Google Scholar

View Google Scholar Profile

Pengfei Zhu Skills & Research Interests

computer vision

pattern recognition

machine learning

Top articles of Pengfei Zhu

Title

Journal

Author(s)

Publication Date

Multiview Deep Subspace Clustering Networks

IEEE Transactions on Cybernetics

Pengfei Zhu

Xinjie Yao

Yu Wang

Binyuan Hui

Dawei Du

...

2024/3/22

Task-Customized Mixture of Adapters for General Image Fusion

arXiv preprint arXiv:2403.12494

Pengfei Zhu

Yang Sun

Bing Cao

Qinghua Hu

2024/3/19

Exploring Diverse Representations for Open Set Recognition

AAAI 2024

Yu Wang

Junxian Mu

Pengfei Zhu

Qinghua Hu

2024/1/12

CCP-GNN: Competitive Covariance Pooling for Improving Graph Neural Networks

IEEE Transactions on Neural Networks and Learning Systems

Pengfei Zhu

Jialu Li

Zhe Dong

Qinghua Hu

Xiao Wang

...

2024/4/29

Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering

arXiv preprint arXiv:2401.06595

Pengfei Zhu

Qian Wang

Yu Wang

Jialu Li

Qinghua Hu

2024/1/12

CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective

arXiv:2404.14109

Wencheng Zhu

Xin Zhou

Pengfei Zhu

Yu Wang

Qinghua Hu

2024

AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning

arXiv preprint arXiv:2404.08958

Yuwei Tang

Zhenyi Lin

Qilong Wang

Pengfei Zhu

Qinghua Hu

2024/4/13

Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion

Bing Cao

Yiming Sun

Pengfei Zhu

Qinghua Hu

2023

Cross-drone transformer network for robust single object tracking

IEEE Transactions on Circuits and Systems for Video Technology

Guanlin Chen

Pengfei Zhu

Bing Cao

Xing Wang

Qinghua Hu

2023/6/5

Bi-directional Adapter for Multi-modal Tracking

Proceedings of the AAAI Conference on Artificial Intelligence

Bing Cao

Junliang Guo

Pengfei Zhu

Qinghua Hu

2024/3/24

Robust multi-drone multi-target tracking to resolve target occlusion: A benchmark

IEEE Transactions on Multimedia

Zhihao Liu

Yuanyuan Shang

Timing Li

Guanlin Chen

Yu Wang

...

2023/1/6

Autoencoder-Based Collaborative Attention GAN for Multi-Modal Image Synthesis

IEEE Transactions on Multimedia

Bing Cao

Haifang Cao

Jiaxu Liu

Pengfei Zhu

Changqing Zhang

...

2023/5/12

Towards A Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective

IEEE Transactions on Pattern Analysis and Machine Intelligence

Qilong Wang

Zhaolin Zhang

Mingze Gao

Jiangtao Xie

Pengfei Zhu

...

2023/10/2

Tuning Pre-trained Model via Moment Probing

Mingze Gao

Qilong Wang

Zhenyi Lin

Pengfei Zhu

Qinghua Hu

...

2023

Openmix+: Revisiting data augmentation for open set recognition

IEEE Transactions on Circuits and Systems for Video Technology

Guosong Jiang

Pengfei Zhu

Yu Wang

Qinghua Hu

2023/4/20

Global-and local-aware feature augmentation with semantic orthogonality for few-shot image classification

Pattern Recognition

Boyao Shi

Wenbin Li

Jing Huo

Pengfei Zhu

Lei Wang

...

2023/10/1

Multi-head second-order pooling for graph transformer networks

Pattern Recognition Letters

Zhe Dong

Qilong Wang

Pengfei Zhu

2023/3/1

Stabilizing multispectral pedestrian detection with evidential hybrid fusion

IEEE Transactions on Circuits and Systems for Video Technology

Qing Li

Changqing Zhang

Qinghua Hu

Pengfei Zhu

Huazhu Fu

...

2023/8/21

Multi-task credible pseudo-label learning for semi-supervised crowd counting

IEEE Transactions on Neural Networks and Learning Systems

Pengfei Zhu

Jingqing Li

Bing Cao

Qinghua Hu

2023/2/8

Weakly-Supervised Grounding for VQA with Dual Visual-Linguistic Interaction

Yi Liu

Junwen Pan

Qilong Wang

Guanlin Chen

Weiguo Nie

...

2023/7/22

See List of Professors in Pengfei Zhu University(Tianjin University)