Yuqian Yuan
10 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 💎 Century Club · Bronze ❓ The Questioner
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large language model
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vision-language model
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weakly supervised learning
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domain adaptation
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fine-grained recognition
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multimodal learning
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optimal transport
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image editing
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instance segmentation
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fine-grained classification
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embodied agent
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large multimodal model
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video understanding
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multimodal large language model
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object detection
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parameter-efficient tuning
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visual instruction tuning
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pseudo label
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large vision-language model
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benchmark evaluation
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Papers
MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation
AAAI 2026
PILOT: Planning via Internalized Latent Optimization Trajectories for Large Language Models
ACL 2026
Unified Personalized Understanding, Generating and Editing
CVPR 2026
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
EMNLP 2025
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark
CVPR 2025
HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation
ICML 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
CVPR 2025
Osprey: Pixel Understanding with Visual Instruction Tuning
CVPR 2024
Label-efficient Segmentation via Affinity Propagation
NeurIPS 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport
ICCV 2023