Shiqiang Ma

5 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ⭐ Rising Star (5)

Venues

AAAI (4) IJCAI (1)

Top co-authors

Fei Guo (5) Hongpeng Yang (3) Yingxin Chen (2) Siyu Chen (2) Srihari Nelakuditi (1) Mingliang Dou (1) Chengwei Ai (1) Jijun Tang (1) Xiangyu Hu (1) Xiaoyi Liu (1)

Research topics

Computer Vision (3) Deep Learning (3) Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Core AI (2) Domain-Specific (2) Processing (2) Techniques (2) Architectures (1) Learning Types (1)

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

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 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 Unlocking Dark Vision Potential for Medical Image Segmentation IJCAI 2025