Huatian Zhang
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
image-text matching
(2)
few-shot learning
(1)
domain generalization
(1)
epistemic uncertainty
(1)
preference learning
(1)
direct preference optimization
(1)
multimodal learning
(1)
cross-modal learning
(1)
visual language grounding
(1)
topological data analysis
(1)
semantic matching
(1)
persistent homology
(1)
semantic similarity
(1)
vision-language model
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
efficient tuning
(1)
adapter tuning
(1)
image-text alignment
(1)
semantic sharing
(1)
Papers
Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models
CVPR 2026
Homology Consistency Constrained Efficient Tuning for Vision-Language Models
NeurIPS 2024
Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching
AAAI 2024
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching
AAAI 2022