Search Results for author: Jiaren Xiao

Found 6 papers, 6 papers with code

Vector Quantization for Recommender Systems: A Review and Outlook

1 code implementation6 May 2024 Qijiong Liu, Xiaoyu Dong, Jiaren Xiao, Nuo Chen, Hengchang Hu, Jieming Zhu, Chenxu Zhu, Tetsuya Sakai, Xiao-Ming Wu

Finally, the survey analyzes the remaining challenges and anticipates future trends in VQ4Rec, including the challenges associated with the training of vector quantization, the opportunities presented by large language models, and emerging trends in multimodal recommender systems.

Feature Compression Quantization +1

Semi-supervised Domain Adaptation on Graphs with Contrastive Learning and Minimax Entropy

1 code implementation14 Sep 2023 Jiaren Xiao, Quanyu Dai, Xiao Shen, Xiaochen Xie, Jing Dai, James Lam, Ka-Wai Kwok

To this end, semi-supervised domain adaptation (SSDA) on graphs aims to leverage the knowledge of a labeled source graph to aid in node classification on a target graph with limited labels.

Contrastive Learning Domain Adaptation +2

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