Modeling Multi-Relational Connectivity for Personalized Fashion Matching

Author:

Ding Yujuan1ORCID,Mok P.Y.2ORCID,Bin Yi3ORCID,Yang Xun4ORCID,Cheng Zhiyong5ORCID

Affiliation:

1. The Hong Kong Polytechnic University, Hong Kong, Hong Kong

2. The Hong Kong Polytechnic University, Hong King, Hong Kong

3. National University of Singapore, Singapore, Singapore

4. University of Science and Technology of China, Hefei, China

5. Qilu University of Technology (Shandong Academy of Sciences), Jinan, China

Funder

Innovation and Technology Fund

Shandong Project towards the Integration of Education and Industry

National Natural Science Foundation of China

Research Grants Council of Hong Kong

Publisher

ACM

Reference36 articles.

1. Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NeurIPS. 2787--2795. Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NeurIPS. 2787--2795.

2. Wen Chen , Pipei Huang , Jiaming Xu , Xin Guo , Cheng Guo , Fei Sun , Chao Li , Andreas Pfadler , Huan Zhao , and Binqiang Zhao . 2019 . POG: Personalized outfit generation for fashion recommendation at alibaba ifashion. In KDD. ACM, 2662--2670. Wen Chen, Pipei Huang, Jiaming Xu, Xin Guo, Cheng Guo, Fei Sun, Chao Li, Andreas Pfadler, Huan Zhao, and Binqiang Zhao. 2019. POG: Personalized outfit generation for fashion recommendation at alibaba ifashion. In KDD. ACM, 2662--2670.

3. Guillem Cucurull , Perouz Taslakian , and David Vazquez . 2019. Context-aware visual compatibility prediction . In CVPR. IEEE , 12617--12626. Guillem Cucurull, Perouz Taslakian, and David Vazquez. 2019. Context-aware visual compatibility prediction. In CVPR. IEEE, 12617--12626.

4. Yujuan Ding , Zhihui Lai , PY Mok , and Tat-Seng Chua . 2023. Computational Technologies for Fashion Recommendation: A Survey. arXiv preprint arXiv:2306.03395 ( 2023 ). Yujuan Ding, Zhihui Lai, PY Mok, and Tat-Seng Chua. 2023. Computational Technologies for Fashion Recommendation: A Survey. arXiv preprint arXiv:2306.03395 (2023).

5. Yujuan Ding , Yunshan Ma , Wai Keung Wong, and Tat-Seng Chua . 2021 . Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. In ICMR. ACM , 73--81. Yujuan Ding, Yunshan Ma, Wai Keung Wong, and Tat-Seng Chua. 2021. Leveraging Two Types of Global Graph for Sequential Fashion Recommendation. In ICMR. ACM, 73--81.

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