Xiaoran Xu
3 papers · 2020–2025 · 3 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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Research topics
Keywords
domain generalization
(1)
object detection
(1)
attention mechanism
(1)
data augmentation
(1)
in-context learning
(1)
message passing
(1)
knowledge base completion
(1)
knowledge graph
(1)
world model
(1)
retrieval-augmented generation
(1)
multimodal data
(1)
frequency spectrum
(1)
single domain generalization
(1)
graph neural network
(1)
physical model
(1)
disaster simulation
(1)
earthquake impact
(1)
Papers
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment
EMNLP 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection
AAAI 2025
Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning
ICLR 2020