Runxiang Cheng
4 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Keyword Champion
(2)
Top co-authors
Research topics
Machine Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types ยท Machine Learning
(1)
Learning Types ยท Deep Learning
(1)
Optimization
(1)
Keywords
multimodal learning
(3)
shapley value
(2)
submodular maximization
(2)
modality selection
(2)
greedy algorithm
(1)
failure detection
(1)
test generation
(1)
configuration testing
(1)
visual grounding
(1)
utility measure
(1)
learning utility
(1)
image-text translation
(1)
shared embedding
(1)
multimodal machine translation
(1)
visual attention
(1)
misconfiguration detection
(1)
Papers
Efficient Modality Selection in Multimodal Learning
JMLR 2024
Greedy modality selection via approximate submodular maximization
UAI 2022
Testing Configuration Changes in Context to Prevent Production Failures
OSDI 2020
A Visual Attention Grounding Neural Model for Multimodal Machine Translation
EMNLP 2018