Xinru Zhang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(12)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Interdisciplinary
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Processing
(1)
Resources & Methods
(1)
Social
(1)
Keywords
contrastive learning
(1)
video understanding
(1)
instruction tuning
(1)
language model
(1)
end-to-end learning
(1)
hallucination reduction
(1)
global representation
(1)
multimodal sentiment analysis
(1)
dynamic fusion
(1)
lexical simplification
(1)
query decomposition
(1)
complex word identification
(1)
text accessibility
(1)
dense video captioning
(1)
event localization
(1)
learnable query
(1)
cross-modal dependencies
(1)
fine-grained sentiment
(1)
cross-modal dependency
(1)
contrastive optimization
(1)
Papers
Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis
EMNLP 2025
From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification
EMNLP 2025
Task-Specific Information Decomposition for End-to-End Dense Video Captioning
ACL 2025
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
MICCAI 2024