Jinfu Fan

According to our database, Jinfu Fan authored at least 32 papers between 2021 and 2026.

Collaborative distances:

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

2026

Incomplete Data Classification via Distribution Alignment With Evidence Combination.

Linqing Huang, Jinfu Fan, Shilin Wang, Gongshen Liu, Alan Wee-Chung Liew

Mach. Intell. Res., June, 2026

Dynamic Visual-semantic Alignment for Zero-shot Learning with Ambiguous Labels.

Jiangnan Li, Linqing Huang, Xiaowen Yan, Min Gan, Wenpeng Lu, Jinfu Fan

CoRR, April, 2026

Partial Label Learning via Mutual Information Representation Learning.

Jian Feng, Linqing Huang, JiangNan Li, Kangrui Ren, Jinfu Fan, QingKai Bu, Min Gan, C. L. Philip Chen

IEEE Trans. Circuits Syst. Video Technol., March, 2026

CLIP-driven Zero-shot Learning with Ambiguous Labels.

Jinfu Fan, Jiangnan Li, Xiaowen Yan, Xiaohui Zhong, Wenpeng Lu, Linqing Huang

CoRR, March, 2026

Robust zero-shot learning with ambiguous labels via visual-semantic alignment and dynamic disambiguation.

JiangNan Li, Xiaowen Yan, Linqing Huang, Jinfu Fan

Neural Networks, 2026

Partial multi-label learning via transformer to discover discriminative label embeddings.

Jinfu Fan, Jiangnan Li, Wenpeng Lu, Linqing Huang

Neurocomputing, 2026

A robust multi-source transfer classification method based on belief functions for cross-domain pattern recognition.

Linqing Huang, Jinfu Fan, Gongshen Liu, Shilin Wang

Int. J. Approx. Reason., 2026

Partial label zero-shot learning with semantic mining and instance-label alignment.

Jinfu Fan, Jiangnan Li, Linqing Huang, Min Gan, C. L. Philip Chen

Eng. Appl. Artif. Intell., 2026

Nonlinear Characteristic-Driven Partial Multi-label Learning.

Fuyu Qi, Linqing Huang, Jian Feng, Zhiyong Li, Qingkai Bu, Wenpeng Lu, Jinfu Fan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

Partial Multi-label Learning via Label Anchor Graph.

Jinfu Fan, Fuyu Qi, Linqing Huang, Jian Feng, Zhiyong Li, Qingkai Bu, Wenpeng Lu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

Diffusion Disambiguation Models for Partial Label Learning.

Jinfu Fan, Xiaohui Zhong, Kangrui Ren, Jiangnan Li, Linqing Huang

CoRR, July, 2025

A New Multi-Target Domain Adaptation Method Based on Evidence Theory for Distribution Inconsistent Data Classification.

Linqing Huang, Jinfu Fan, Shi-Lin Wang, Kai Xu, Yong Liu

IEEE Trans. Syst. Man Cybern. Syst., June, 2025

Integration of Multikinds Imputation With Covariance Adaptation Based on Evidence Theory.

Linqing Huang, Jinfu Fan, Alan Wee-Chung Liew

IEEE Trans. Neural Networks Learn. Syst., May, 2025

KMT-PLL: K-Means Cross-Attention Transformer for Partial Label Learning.

Jinfu Fan, Linqing Huang, Chaoyu Gong, Yang You, Min Gan, Zhongjie Wang

IEEE Trans. Neural Networks Learn. Syst., February, 2025

Multi-Source Multi-Target Domain Adaptation Based on Evidence Theory.

Linqing Huang, Jinfu Fan, Shilin Wang, Alan Wee-Chung Liew

IEEE Trans. Instrum. Meas., 2025

Partial multi-label learning via K-means graph transformer.

Zhiyong Li, Linqing Huang, Tianhao Gu, Qingkai Bu, Fuyu Qi, Jinfu Fan

Knowl. Based Syst., 2025

MDiffSR: Mutual information and diffusion model in image super-resolution.

Mingze Jiang, Jinfu Fan, Linqing Huang, Zhencun Jiang, Qingkai Bu

Neurocomputing, 2025

Towards A Distribution Alignment Framework for Incomplete Data Classification.

Linqing Huang, Jinfu Fan, Shilin Wang, Gongshen Liu, Shouxuan Liu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Spatial-Frequency Dual-Domain Feature Fusion Network for Low-Light Remote Sensing Image Enhancement.

Zishu Yao, Guodong Fan, Jinfu Fan, Min Gan, C. L. Philip Chen

IEEE Trans. Geosci. Remote. Sens., 2024

Hybrid network via key feature fusion for image restoration.

Shuteng Hu, Guodong Fan, Jingchun Zhou, Jinfu Fan, Min Gan, C. L. Philip Chen

Eng. Appl. Artif. Intell., 2024

SAR Target Recognition Based on Convolutional Feature Aggregation and Decision Combination.

Linqing Huang, Jinfu Fan, Kai Xu

Proceedings of the IGARSS 2024, 2024

2023

A multi-class partial hinge loss for partial label learning.

Jinfu Fan, Zhencun Jiang, Yuanqing Xian, Zhongjie Wang

Appl. Intell., December, 2023

Breast TransFG Plus: Transformer-based fine-grained classification model for breast cancer grading in Hematoxylin-Eosin stained pathological images.

Zhencun Jiang, Zhengxin Dong, Jinfu Fan, Yang Yu, Yuanqing Xian, Zhongjie Wang

Biomed. Signal Process. Control., September, 2023

A new multi-source Transfer Learning method based on Two-stage Weighted Fusion.

Linqing Huang, Jinfu Fan, Wangbo Zhao, Yang You

Knowl. Based Syst., February, 2023

GraphDPI: Partial label disambiguation by graph representation learning via mutual information maximization.

Jinfu Fan, Yang Yu, Linqing Huang, Zhongjie Wang

Pattern Recognit., 2023

An EA-based pruning on improved YOLOv3 for rapid copper elbow surface defect detection.

Yuanqing Xian, Yang Yu, Youzao Lian, Jinfu Fan, Zhongjie Wang

Eng. Appl. Artif. Intell., 2023

GPTR: Gestalt-Perception Transformer for Diagram Object Detection.

Xin Hu, Lingling Zhang, Jun Liu, Jinfu Fan, Yang You, Yaqiang Wu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Partial Label Learning Based on Disambiguation Correction Net With Graph Representation.

Jinfu Fan, Yang Yu, Zhongjie Wang, Jinyi Gu

IEEE Trans. Circuits Syst. Video Technol., 2022

Partial Label Learning via GANs With Multiclass SVMs and Information Maximization.

Jinfu Fan, Zhongjie Wang

IEEE Trans. Circuits Syst. Video Technol., 2022

Addressing label ambiguity imbalance in candidate labels: Measures and disambiguation algorithm.

Jinfu Fan, Yang Yu, Zhongjie Wang

Inf. Sci., 2022

Partial Label Learning with competitive learning graph neural network.

Jinfu Fan, Yang Yu, Zhongjie Wang

Eng. Appl. Artif. Intell., 2022

2021

YOT-Net: YOLOv3 Combined Triplet Loss Network for Copper Elbow Surface Defect Detection.

Yuanqing Xian, Guangjun Liu, Jinfu Fan, Yang Yu, Zhongjie Wang

Sensors, 2021