Hongming Xu
9 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
MICCAI (4)
AAAI (2)
ICML (2)
CVPR (1)
Top co-authors
Keywords
domain adaptation
(1)
medical imaging
(1)
weakly supervised learning
(1)
image translation
(1)
semantic representation
(1)
out-of-distribution generalization
(1)
weakly-supervised learning
(1)
spiking neural network
(1)
generative adversarial network
(1)
domain alignment
(1)
ann-to-snn conversion
(1)
neural-symbolic learning
(1)
energy-efficient computing
(1)
neural-symbolic reasoning
(1)
neural network
(1)
virtual staining
(1)
underwater object detection
(1)
spatial-frequency analysis
(1)
logic rule extraction
(1)
immunohistochemistry staining
(1)
Papers
Spatial-Frequency Spiking Neural Network for Underwater Object Detection
AAAI 2026
Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images
MICCAI 2025
Multi-modal Knowledge Decomposition based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology
MICCAI 2025
Predicting Radiation Therapy Response based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI
MICCAI 2025
ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining
CVPR 2025
Double-tier Attention based Multi-label Learning Network for Predicting Biomarkers from Whole Slide Images of Breast Cancer
MICCAI 2024
Towards efficient deep spiking neural networks construction with spiking activity based pruning
ICML 2024
End-to-End Neuro-Symbolic Reinforcement Learning with Textual Explanations
ICML 2024
Out-of-Distribution Generalization by Neural-Symbolic Joint Training
AAAI 2023