Mingliang Zhai
5 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
multimodal learning
(2)
document understanding
(1)
autonomous driving
(1)
compositional generalization
(1)
evaluation framework
(1)
multimodal agent
(1)
vision-language model
(1)
multimodal large language model
(1)
multimodal fusion
(1)
risk assessment
(1)
efficient transformer
(1)
token merging
(1)
visual document understanding
(1)
world knowledge
(1)
multi-step reasoning
(1)
demonstration selection
(1)
human-in-the-loop evaluation
(1)
computer-use task
(1)
software manipulation
(1)
in-context learning
(1)
Papers
ProSoftArena: Benchmarking Hierarchical Capabilities of Multi-modal Agents in Professional Software Environments
CVPR 2026
World Knowledge-Enhanced Reasoning Using Instruction-Guided Interactor in Autonomous Driving
AAAI 2025
Compositional Substitutivity of Visual Reasoning for Visual Question Answering
ECCV 2024
In-Context Compositional Generalization for Large Vision-Language Models
EMNLP 2024
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding
IJCAI 2023