Ziwei Fan — accepted AI-conference papers

2024

EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM

Henry Zou, Gavin Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai +2

NAACL 2024industry

In e-commerce, accurately extracting product attribute values from multimodal data is crucial for improving user experience and operational efficiency of retailers. However, previous approaches to multimodal attribute value extraction often struggle with implicit attribute values embedded in images…

Cited by 18 Source ↗PDF ↗code ↗Scholar ↗

2023

Personalized federated domain adaptation for item-to-item recommendation

Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang

UAI 2023poster

Item-to-Item (I2I) recommendation is an important function that suggests replacement or complement options for an item based on their functional similarities or synergies. To capture such item relationships effectively, the recommenders need to understand why subsets of items are co-viewed or co-pur…

Cited by 8 Source ↗PDF ↗code ↗Scholar ↗