Qingshan Hou

5 papers · 2024–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🚀 Conference Pioneer

Venues

MICCAI (4) AAAI (1)

Top co-authors

Osmar R. Zaiane (4) Peng Cao (4) Jinzhu Yang (3) Xiaoli Liu (3) Yih Chung Tham (2) Yaqi Wang (2) Huazhu Fu (1) Jianguo Ju (1) Jiangshuai Xu (1) Shuai Cheng (1)

Research topics

Deep Learning (1) Machine Learning (1) Architectures (1) Learning Paradigms (1) Learning Types (1)

Keywords

continual learning (1) catastrophic forgetting (1) hebbian learning (1) spiking neural network (1)

Papers

HLML-SNN：Fast Continual Learning in Spiking Neural Networks Achieved via Hebbian Learning-Driven Meta-Learning AAAI 2026 RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis MICCAI 2025 A Clinical-oriented Lightweight Network for High-resolution Medical Image Enhancement MICCAI 2024 A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images MICCAI 2024 Progressively Correcting Soft Labels via Teacher Team for Knowledge Distillation in Medical Image Segmentation MICCAI 2024