Lei Fan

According to our database, Lei Fan authored at least 35 papers between 2018 and 2025.

Collaborative distances:

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

2025

LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning.

Shibo Sun, Xue Li, Donglin Di, Mingjie Wei, Lanshun Nie, Wei-Nan Zhang, Dechen Zhan, Yang Song, Lei Fan

CoRR, July, 2025

SAGE: A Visual Language Model for Anomaly Detection via Fact Enhancement and Entropy-aware Alignment.

Guoxin Zang, Xue Li, Donglin Di, Lanshun Nie, Dechen Zhan, Yang Song, Lei Fan

CoRR, July, 2025

Spatially Gene Expression Prediction using Dual-Scale Contrastive Learning.

Mingcheng Qu, Yuncong Wu, Donglin Di, Yue Gao, Tonghua Su, Yang Song, Lei Fan

CoRR, June, 2025

Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning.

Mingcheng Qu, Guang Yang, Donglin Di, Yue Gao, Tonghua Su, Yang Song, Lei Fan

CoRR, June, 2025

GrainBrain: Multiview Identification and Stratification of Defective Grain Kernels.

Lei Fan, Dongdong Fan, Yiwen Ding, Yong Wu, Donglin Di, Maurice Pagnucco, Yang Song

IEEE Trans. Ind. Informatics, May, 2025

Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities.

Junze Wang, Lei Fan, Weipeng Jing, Donglin Di, Yang Song, Sidong Liu, Cong Cong

CoRR, May, 2025

Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance.

Mingcheng Qu, Guang Yang, Donglin Di, Tonghua Su, Yue Gao, Yang Song, Lei Fan

CoRR, May, 2025

Adams Bashforth Moulton Solver for Inversion and Editing in Rectified Flow.

Yongjia Ma, Donglin Di, Xuan Liu, Xiaokai Chen, Lei Fan, Wei Chen, Tonghua Su

CoRR, March, 2025

Tuning-Free Long Video Generation via Global-Local Collaborative Diffusion.

Yongjia Ma, Junlin Chen, Donglin Di, Qi Xie, Lei Fan, Wei Chen, Xiaofei Gou, Na Zhao, Xun Yang

CoRR, January, 2025

ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection.

Yun Liang, Zhiguang Hu, Junjie Huang, Donglin Di, Anyang Su, Lei Fan

IEEE Trans. Instrum. Meas., 2025

An Open-Set Semi-Supervised Contrastive Learning for Bearing Fault Diagnosis.

Wenxiao Cheng, Xue Li, Donglin Di, Xiaohe Wu, Lanshun Nie, Dechen Zhan, Lei Fan

IEEE Trans. Instrum. Meas., 2025

Multi-modal hypergraph contrastive learning for medical image segmentation.

Weipeng Jing, Junze Wang, Donglin Di, Dandan Li, Yang Song, Lei Fan

Pattern Recognit., 2025

Unsupervised domain adaptation with multi-level distillation boost and adaptive mask for medical image segmentation.

Yongze Wang, Lei Fan, Maurice Pagnucco, Yang Song

Comput. Biol. Medicine, 2025

Interpretable Image Classification via Non-parametric Part Prototype Learning.

Zhijie Zhu, Lei Fan, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation.

Qingchen Tang, Lei Fan, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects.

Lei Fan, Dongdong Fan, Zhiguang Hu, Yiwen Ding, Donglin Di, Kai Yi, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors.

Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Wei Chen, Gouxiao Fei, Yang Song, Xiao Sun, Xun Yang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

AV4GAInsp: An Efficient Dual-Camera System for Identifying Defective Kernels of Cereal Grains.

Lei Fan, Dongdong Fan, Yiwen Ding, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song

IEEE Robotics Autom. Lett., January, 2024

Deep Learning for Histopathology Whole Slide Image Analysis.

Lei Fan

PhD thesis, 2024

Revitalizing Reconstruction Models for Multi-class Anomaly Detection via Class-Aware Contrastive Learning.

Lei Fan, Junjie Huang, Donglin Di, Anyang Su, Maurice Pagnucco, Yang Song

CoRR, 2024

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors.

Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Chen Wei, Xiaofei Gou, Yang Song, Xiao Sun, Xun Yang

CoRR, 2024

An annotated grain kernel image database for visual quality inspection.

Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song

CoRR, 2024

Boundary-Guided Learning for Gene Expression Prediction in Spatial Transcriptomics.

Mingcheng Qu, Yuncong Wu, Donglin Di, Anyang Su, Tonghua Su, Yang Song, Lei Fan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

IEEE Trans. Medical Imaging, May, 2023

Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection.

Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains.

Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Enhancing feature fusion with spatial aggregation and channel fusion for semantic segmentation.

Jie Hu, Huifang Kong, Lei Fan, Jun Zhou

IET Comput. Vis., 2021

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Energy management strategy for electric vehicles based on deep Q-learning using Bayesian optimization.

Huifang Kong, Jiapeng Yan, Hai Wang, Lei Fan

Neural Comput. Appl., 2020

2019

Encoder-decoder with double spatial pyramid for semantic segmentation.

Huifang Kong, Jie Hu, Lei Fan, Xiaoxue Zhang, Yao Fang

J. Electronic Imaging, 2019

A Novel Torque Distribution Strategy Based on Deep Recurrent Neural Network for Parallel Hybrid Electric Vehicle.

Huifang Kong, Yao Fang, Lei Fan, Hai Wang, Xiaoxue Zhang, Jie Hu

IEEE Access, 2019

A New Semantic Segmentation Model for Supplementing More Spatial Information.

Hui-Hui Han, Lei Fan

IEEE Access, 2019

2018

Exploring New Backbone and Attention Module for Semantic Segmentation in Street Scenes.

Lei Fan, Wei-Chien Wang, Fuyuan Zha, Jiapeng Yan

IEEE Access, 2018

Semantic Segmentation With Global Encoding and Dilated Decoder in Street Scenes.

Lei Fan, Huifang Kong, Wei-Chien Wang, Jiapeng Yan

IEEE Access, 2018