Xinyi Ling
5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AACL (2)
IJCNLP (2)
ICML (1)
Top co-authors
Keywords
multimodal learning
(3)
foundation model
(2)
multimodal large language model
(2)
domain generalization
(2)
instruction tuning
(1)
visual-language model
(1)
multi-image understanding
(1)
multi-image reasoning
(1)
visual understanding
(1)
multimodal foundation model
(1)
visual utility
(1)
multitask understanding
(1)
visual-language datum
(1)
task performance
(1)
product understanding
(1)
multimodal instruction
(1)
product image
(1)
visual utility prediction
(1)
image captioning
(1)
multi-modal learning
(1)
Papers
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data
AACL 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models
AACL 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data
IJCNLP 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models
IJCNLP 2025
eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data
ICML 2024