Caifeng Shan
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👥 Mega-Team (21)
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Conference Pioneer
Conferences
MICCAI (4)
AAAI (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(1)
benchmark evaluation
(1)
knowledge distillation
(1)
video understanding
(1)
video analysis
(1)
data privacy
(1)
gaussian mixture model
(1)
benchmark dataset
(1)
personalized model
(1)
multimodal large language model
(1)
multimodal evaluation
(1)
large language model
(1)
interpretable decision
(1)
neuro-symbolic framework
(1)
treatment recommendation
(1)
causal reinforcement learning
(1)
patient-specific reasoning
(1)
Papers
Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation
AAAI 2026
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
CVPR 2025
CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-View Digital Subtraction Angiography
MICCAI 2025
Query-Level Alignment for End-to-End Lesion Detection with Human Gaze
MICCAI 2025
Uncertainty-Aware Multimodal MRI Fusion for HIV-Associated Asymptomatic Neurocognitive Impairment Prediction
MICCAI 2025
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
NIPS 2024
MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification
MICCAI 2024