Linhao Qu

Postdoc, Harvard University

Joined

April 2022

Names

Linhao Qu (Preferred)

Emails

****@fudan.edu.cn (Confirmed)

****@hms.harvard.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Harvard University (harvard.edu)

2025 – Present

PhD student

Fudan University (fudan.edu.cn)

2020 – 2025

Advisors, Relations & Conflicts

Postdoc Advisor

Kun-Hsing Yu

2025 – Present

PhD Advisor

Zhijian Song

2020 – 2025

Expertise

Digital pathology

Present

Medical image processing

Present

Information fusion

Present

Data mining

Present

Publications

Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
Minghao Han, Dingkang Yang, Linhao Qu, Zizhi Chen, Gang Li, Han Wang, Jiacong Wang, Lihua Zhang
- ICLR 2026 Poster
- Readers: Everyone
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
Kexue Fu, xiaoyuan Luo, Linhao Qu, Shuo Wang, Ying Xiong, Ilias Maglogiannis, Longxiang Gao, Manning Wang
- NeurIPS 2024 poster
- Readers: Everyone
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
Linhao Qu, xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song
- NeurIPS 2023 poster
- Readers: Everyone
Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
- Apr 2023 (modified: 17 Apr 2023)
- Inf. Fusion 2023
- Readers: Everyone
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation
Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song
- 2023 (modified: 18 Apr 2023)
- CoRR 2023
- Readers: Everyone
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Linhao Qu, xiaoyuan Luo, Manning Wang, Zhijian Song
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning
Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song
- 2022 (modified: 30 Mar 2022)
- CoRR 2022
- Readers: Everyone
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
- 2022 (modified: 25 Dec 2022)
- AAAI 2022
- Readers: Everyone
Wavelet-based self-supervised learning for multi-scene image fusion
Shaolei Liu, Linhao Qu, Qin Qiao, Manning Wang, Zhijian Song
- 2022 (modified: 25 Dec 2022)
- Neural Comput. Appl. 2022
- Readers: Everyone
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
Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song
- 2022 (modified: 25 Dec 2022)
- CoRR 2022
- Readers: Everyone

View all 15 publications

Linhao Qu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors