Xiaoling Luo
18 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝
Cross-Pollinator
(13)
🌍
Conference Polyglot
(5)
🤝
Dynamic Duo
(10)
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
⚡
Prolific Year
(5)
🗃️
Keyword Collector
(78)
💎
Century Club
(14)
Conferences
AAAI (12)
MICCAI (2)
ACL (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
multi-view learning
(6)
medical imaging
(5)
representation learning
(4)
multi-label classification
(4)
diabetic retinopathy
(4)
multimodal learning
(3)
fundus imaging
(3)
contrastive learning
(2)
retinal imaging
(2)
disease classification
(2)
multi-label learning
(2)
dynamic selection
(2)
egocentric vision
(1)
label propagation
(1)
speech recognition
(1)
video segmentation
(1)
attention mechanism
(1)
lesion segmentation
(1)
feature learning
(1)
medical image classification
(1)
Papers
VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation
AAAI 2026
Benchmarking Egocentric Clinical Intent Understanding Capability for Medical Multimodal Large Language Models
ACL 2026
Vision-Language Models Guided Graph Concept Reasoning for Interpretable Diabetic Retinopathy Diagnosis
AAAI 2026
Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis
AAAI 2026
Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading
AAAI 2025
DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching
AAAI 2025
Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases
AAAI 2025
Mutual Learning for SAM Adaptation: A Dual Collaborative Network Framework for Source-Free Domain Transfer
ICML 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training
IJCAI 2025
Simplify Implant Depth Prediction as Video Grounding: A Texture Perceive Implant Depth Prediction Network
MICCAI 2024
HACDR-Net: Heterogeneous-Aware Convolutional Network for Diabetic Retinopathy Multi-Lesion Segmentation
AAAI 2024
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification
AAAI 2024
GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph
MICCAI 2024
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers
AAAI 2023
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification
AAAI 2023
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning
NIPS 2023
MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network
AAAI 2023
MPD-AL: An Efficient Membrane Potential Driven Aggregate-Label Learning Algorithm for Spiking Neurons
AAAI 2019