Qian Wan
11 papers · 2022–2026 · 9 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27) 🌈 Renaissance Researcher (5) ❓ The Questioner
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Domain-Specific
(1)
Keywords
large language model
(2)
mathematical reasoning
(2)
multimodal large language model
(2)
multi-label classification
(2)
offline reinforcement learning
(1)
anomaly detection
(1)
contrastive learning
(1)
attention mechanism
(1)
zero-shot learning
(1)
preference optimization
(1)
image quality assessment
(1)
wavelet transform
(1)
synthetic data generation
(1)
partial annotation
(1)
neural solver
(1)
synthetic data
(1)
sequential decision making
(1)
consistency regularization
(1)
vision-language model
(1)
continual learning
(1)
Papers
EFIQA: Explainable Fundus Image Quality Assessment via Anatomical Priors
MIDL 2026
Leveraging Image as Compressed Visual Prompt and Hierarchical Visual Knowledge for Effective Image Utilization in MLLMs
AAAI 2026
Where Does Vision Meet Language? Understanding and Refining Visual Fusion in MLLMs via Contrastive Attention
CVPR 2026
Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework
EMNLP 2025
Graph Laplacian Transformer with Progressive Sampling for Prostate Cancer Grading
MICCAI 2025
Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity
ICCV 2025
VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning
AAAI 2025
Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way
NeurIPS 2024
PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning
ACML 2024
Saliency Regularization for Self-Training with Partial Annotations
ICCV 2023
Coarse-to-Fine Incremental Few-Shot Learning
ECCV 2022