"collaborative filtering" Papers

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Conference

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Language Representations Can be What Recommenders Need: Findings and Potentials

Leheng Sheng, An Zhang, Yi Zhang et al.

ICLR 2025arXiv:2407.05441

STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation

Cong Xu, Yunhang He, Jun Wang et al.

AAAI 2025paperarXiv:2412.11729

AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction

Qi Liu, Xuyang Hou, Defu Lian et al.

AAAI 2024paperarXiv:2312.06683

Estimating Unknown Population Sizes Using the Hypergeometric Distribution

Liam Hodgson, Danilo Bzdok

ICML 2024spotlightarXiv:2402.14220

Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation

Yuanhao Pu, Xiaolong Chen, Xu Huang et al.

LGMRec: Local and Global Graph Learning for Multimodal Recommendation

Zhiqiang Guo, Jianjun Li, Guohui Li et al.

AAAI 2024paperarXiv:2312.16400

Online Matrix Completion: A Collaborative Approach with Hott Items

Dheeraj Baby, Soumyabrata Pal

ICML 2024arXiv:2408.05843

Temporally and Distributionally Robust Optimization for Cold-Start Recommendation

Xinyu Lin, Wenjie Wang, Jujia Zhao et al.

AAAI 2024paperarXiv:2312.09901