Xiangru Jian
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Mega-Team · Squad
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Capabilities
(1)
Keywords
cross-modal retrieval
(2)
multimodal learning
(2)
representation learning
(2)
data augmentation
(1)
document understanding
(1)
code generation
(1)
action prediction
(1)
foundation model
(1)
graph convolution
(1)
video-text retrieval
(1)
dataset curation
(1)
hubness problem
(1)
text-image retrieval
(1)
large language model
(1)
representation degeneration
(1)
similarity normalization
(1)
hubness mitigation
(1)
dual bank normalization
(1)
query gallery bank
(1)
textual paraphrasing
(1)
Papers
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models
NAACL 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
ICML 2025
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks
EMNLP 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution
EMNLP 2023