Zengwei Zheng
4 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(13)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Clinical
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Social
(1)
Techniques
(1)
Keywords
contrastive learning
(2)
semi-supervised learning
(1)
sentiment analysis
(1)
text classification
(1)
medical imaging
(1)
social media analysis
(1)
multimodal learning
(1)
sarcasm detection
(1)
visual attention
(1)
major depressive disorder
(1)
pre-trained model
(1)
image-text retrieval
(1)
vision-language pre-training
(1)
zero-shot classification
(1)
cross-modal attention
(1)
cross-modality attention
(1)
multimodal named entity recognition
(1)
knowledge-guided learning
(1)
sarcasm target identification
(1)
text-image relation
(1)
Papers
Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding
CVPR 2026
KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis
IJCAI 2025
Multimodal Sarcasm Target Identification in Tweets
ACL 2022
RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER
COLING 2020