Ruoyu Chen
9 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Silver π Renaissance Researcher (5)
π
Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI Β· Artificial Intelligence
(5)
Computer Vision
(4)
Analysis
(3)
Deep Learning
(2)
Machine Learning
(2)
Core AI Β· Computer Vision
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
multimodal learning
(2)
object detection
(2)
visual grounding
(2)
contrastive learning
(1)
semantic representation
(1)
cross-lingual transfer
(1)
transfer learning
(1)
subset selection
(1)
video understanding
(1)
saliency map
(1)
named entity recognition
(1)
feature attribution
(1)
semantic alignment
(1)
model interpretability
(1)
benchmark evaluation
(1)
greedy selection
(1)
federated learning
(1)
data heterogeneity
(1)
foundation model
(1)
submodular optimization
(1)
Papers
Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding
AAAI 2026
PhaseWin Search Framework Enable Efficient Object-Level Interpretation
CVPR 2026
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation
CVPR 2026
Interpreting Object-level Foundation Models via Visual Precision Search
CVPR 2025
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
MICCAI 2024
Less is More: Fewer Interpretable Region via Submodular Subset Selection
ICLR 2024
MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning
AAAI 2024
Tackling the Data Heterogeneity in Asynchronous Federated Learning with Cached Update Calibration
ICLR 2024
Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information
IJCAI 2018