Shiqiang Ma
5 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (14)
β
Rising Star
(5)
Conferences
AAAI (4)
IJCAI (1)
Top co-authors
Keywords
medical image segmentation
(2)
semantic segmentation
(1)
domain adaptation
(1)
causal reasoning
(1)
question answering
(1)
wavelet transform
(1)
bipartite graph
(1)
foundation model
(1)
drug discovery
(1)
feature suppression
(1)
molecular representation learning
(1)
few-shot segmentation
(1)
drug-drug interaction
(1)
brain tumor segmentation
(1)
graph neural network
(1)
spatial attention
(1)
dark vision
(1)
low contrast imaging
(1)
mamba-enhanced fusion
(1)
binding affinity estimation
(1)
Papers
PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering
AAAI 2026
Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios
AAAI 2026
Closer to Biological Mechanism: Drug-Drug Interaction Prediction from the Perspective of Pharmacophore
AAAI 2026
Make Foundation Models Trustworthy Again: Causal Fine-Adaptation for Medical Image Segmentation
AAAI 2026
Unlocking Dark Vision Potential for Medical Image Segmentation
IJCAI 2025