Caifeng Shan
12 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Bronze 🏆 Keyword Champion 👥 Mega-Team · Squad
🚀
Conference Pioneer
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Computer Vision
(4)
Deep Learning
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Machine Learning
(2)
Analysis
(2)
Application Areas · Machine Learning
(1)
Application Areas · Deep Learning
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Processing
(1)
Keywords
large language model
(2)
knowledge distillation
(2)
multimodal large language model
(2)
benchmark evaluation
(1)
few-shot learning
(1)
anomaly detection
(1)
video understanding
(1)
video analysis
(1)
data privacy
(1)
memory retrieval
(1)
gaussian mixture model
(1)
diffusion model
(1)
benchmark dataset
(1)
personalized model
(1)
video editing
(1)
long-term memory
(1)
jailbreak attack
(1)
temporal consistency
(1)
pseudo-label generation
(1)
multimodal evaluation
(1)
Papers
Beyond Weak Supervision: MLLMs-Guided Graded Knowledge Distillation for Unsupervised Camouflaged Object Detection
CVPR 2026
Delphi: A Neuro-Symbolic Framework for Individualized, Safe and Interpretable Treatment Recommendation
AAAI 2026
NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing
CVPR 2026
One-to-More: High-Fidelity Training-Free Anomaly Generation with Attention Control
CVPR 2026
PersonaVLM: Long-Term Personalized Multimodal LLMs
CVPR 2026
RunawayEvil: Jailbreaking the Image-to-Video Generative Models
CVPR 2026
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
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
CVPR 2025
FedGMKD: An Efficient Prototype Federated Learning Framework through Knowledge Distillation and Discrepancy-Aware Aggregation
NeurIPS 2024
MPMNet: Modal Prior Mutual-support Network for Age-related Macular Degeneration Classification
MICCAI 2024