Xinru Zhang
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
EMNLP (2)
ACL (1)
MICCAI (1)
Top co-authors
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
Task-Specific Information Decomposition for End-to-End Dense Video Captioning
ACL 2025
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
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts
MICCAI 2024