Xiangru Zhu
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Computer Vision
(2)
Architectures
(2)
Generation · Natural Language Processing
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Generation · Computer Vision
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Learning Types · Deep Learning
(2)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
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Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
text-to-image synthesis
(2)
multimodal large language model
(2)
image generation
(2)
multilingual nlp
(1)
multimodal learning
(1)
linguistic knowledge
(1)
instruction tuning
(1)
visual attention
(1)
cross-modal alignment
(1)
evaluation metric
(1)
multimodal reasoning
(1)
visual understanding
(1)
causal analysis
(1)
chinese language
(1)
knowledge injection
(1)
concept reasoning
(1)
hierarchical concept
(1)
semantic variation
(1)
hierarchical understanding
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benchmark development
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Papers
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training
AAAI 2026
MMIFEvol: Towards Evolutionary Multimodal Instruction Following
AAAI 2026
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective
ICLR 2025
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models
EMNLP 2024
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge
EMNLP 2022