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Ziwei Fan

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EIVEN: Efficient Implicit Attribute Value Extraction using Multimodal LLM

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Apr 13, 2024
Henry Peng Zou, Gavin Heqing Yu, Ziwei Fan, Dan Bu, Han Liu, Peng Dai, Dongmei Jia, Cornelia Caragea

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Logic-Scaffolding: Personalized Aspect-Instructed Recommendation Explanation Generation using LLMs

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Dec 22, 2023
Behnam Rahdari, Hao Ding, Ziwei Fan, Yifei Ma, Zhuotong Chen, Anoop Deoras, Branislav Kveton

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Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing

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Jun 21, 2023
Ziwei Fan, Zhiwei Liu, Hao Peng, Philip S. Yu

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Personalized Federated Domain Adaptation for Item-to-Item Recommendation

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Jun 05, 2023
Ziwei Fan, Hao Ding, Anoop Deoras, Trong Nghia Hoang

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Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training

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May 12, 2023
Ziwei Fan, Zhiwei Liu, Shelby Heinecke, Jianguo Zhang, Huan Wang, Caiming Xiong, Philip S. Yu

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Graph Collaborative Signals Denoising and Augmentation for Recommendation

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Apr 10, 2023
Ziwei Fan, Ke Xu, Zhang Dong, Hao Peng, Jiawei Zhang, Philip S. Yu

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Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation

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Jan 28, 2023
Ziwei Fan, Zhiwei Liu, Hao Peng, Philip S Yu

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Episodes Discovery Recommendation with Multi-Source Augmentations

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Jan 17, 2023
Ziwei Fan, Alice Wang, Zahra Nazari

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Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer

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Oct 28, 2022
Ziwei Fan, Zhiwei Liu, Chen Wang, Peijie Huang, Hao Peng, Philip S. Yu

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