Jiabo Ye
12 papers · 2022–2026 · 6 venues · across top CS/AI venues
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multimodal large language model
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document understanding
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multimodal learning
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visual question answering
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attention mechanism
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document parsing
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temporal modeling
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image captioning
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structure learning
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named entity recognition
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cross-modal learning
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video understanding
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model merging
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visual grounding
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instruction tuning
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token efficiency
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in-context learning
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Papers
Experience-driven Multi-turn Reinforcement Learning for GUI Agents
ACL 2026
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
CVPR 2025
Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
ICML 2025
mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
ACL 2025
mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
ICLR 2025
MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media
COLING 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
EMNLP 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
CVPR 2024
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
ICML 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
EMNLP 2023
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
EMNLP 2022
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding
CVPR 2022