Linhao Qu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 33

Top Topics

Image Classification

Weakly Supervised

Domain Adaptation

Top Venues

Expert Syst. Appl.

Neural Comput. Appl.

Publications

Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song
Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. Expert Syst. Appl. 236 (2024)
Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification. CoRR (2024)
Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang
Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. CoRR (2024)
Minghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song
Towards Arbitrary-Scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework via Implicit Self-texture Enhancement. CoRR (2024)
Kexue Fu, Peng Gao, Shaolei Liu, Linhao Qu, Longxiang Gao, Manning Wang
POS-BERT: Point cloud one-stage BERT pre-training. Expert Syst. Appl. 240 (2024)
Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CoRR (2024)
Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. CoRR (2024)
Dingkang Yang, Mingcheng Li, Linhao Qu, Kun Yang, Peng Zhai, Song Wang, Lihua Zhang
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations. CoRR (2024)
Linhao Qu, Qiuye Jin, Kexue Fu, Manning Wang, Zhijian Song
Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework. Biomed. Signal Process. Control. 96 (2024)
Xiaoyuan Luo, Linhao Qu, Qinhao Guo, Zhijian Song, Manning Wang
Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Shaolei Liu, Linhao Qu, Siqi Yin, Manning Wang, Zhijian Song
Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation. Neural Comput. Appl. 36 (12) (2024)
Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. CoRR (2023)
Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation. CoRR (2023)
Linhao Qu, Siqi Yin, Shaolei Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains. Expert Syst. Appl. 223 (2023)
Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang, Zhijian Song
A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. IEEE Trans. Medical Imaging 42 (12) (2023)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR (2023)
Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang
Reducing Domain Gap in Frequency and Spatial Domain for Cross-Modality Domain Adaptation on Medical Image Segmentation. AAAI (2023)
Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. CoRR (2023)
Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. ICCV (2023)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning. Inf. Fusion 92 (2023)
Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. MICCAI (2) (2023)
Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. NeurIPS (2023)
Linhao Qu, Minghong Duan, Zhiwei Yang, Manning Wang, Zhijian Song
Towards Arbitrary-scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework based on Implicit Self-texture Enhancement. CoRR (2023)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. AAAI (2022)
Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. CoRR (2022)
Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) (2022)
Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis. CoRR (2022)
Shaolei Liu, Linhao Qu, Qin Qiao, Manning Wang, Zhijian Song
Wavelet-based self-supervised learning for multi-scene image fusion. Neural Comput. Appl. 34 (18) (2022)
Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. CoRR (2022)
Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. NeurIPS (2022)
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. CoRR (2022)
Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation. CoRR (2022)
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning. CoRR (2021)