Zero-Shot Recommender Systems

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Zero-Shot Recommender Systems

18 May 2021

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Papers citing "Zero-Shot Recommender Systems"

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Title
A Pre-trained Sequential Recommendation Framework: Popularity Dynamics for Zero-shot Transfer Junting Wang Praneet Rathi Hari Sundaram HAI VLM 34 5 0 01 Jul 2025
ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling Haidong Xin Qiushi Xiong Zhenghao Liu Sen Mei Yukun Yan Shi Yu Shuo Wang Yu Gu Ge Yu Chenyan Xiong HAI 53 0 0 28 May 2025
JEPA4Rec: Learning Effective Language Representations for Sequential Recommendation via Joint Embedding Predictive Architecture Minh-Anh Nguyen Dung D.Le AI4TS 90 0 0 10 Apr 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 151 10 0 28 Mar 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 144 20 0 20 Feb 2025
Transferable Sequential Recommendation via Vector Quantized Meta Learning Zhenrui Yue Huimin Zeng Yang Zhang Julian McAuley Dong Wang DRL MQ 59 0 0 04 Nov 2024
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 158 1 0 17 Oct 2024
ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems Zehua Wang Min Gao Junliang Yu Xinyi Gao Quoc Viet Hung Nguyen S. Sadiq Hongzhi Yin AAML 109 3 0 18 Sep 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 131 18 0 21 Jan 2024
Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging Rachel M. Harrison Anton Dereventsov A. Bibin 69 9 0 02 Sep 2023
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations Xuansheng Wu Huachi Zhou Yucheng Shi Wenlin Yao Xiao Shi Huang Ninghao Liu LRM 104 13 0 29 Jun 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 130 8 0 13 Jun 2023
Linkless Link Prediction via Relational Distillation Zhichun Guo William Shiao Shichang Zhang Yozen Liu Nitesh Chawla Neil Shah Tong Zhao 118 43 0 11 Oct 2022
Few-shot News Recommendation via Cross-lingual Transfer Taicheng Guo Lu Yu B. Shihada Xiangliang Zhang 99 10 0 28 Jul 2022
Towards Universal Sequence Representation Learning for Recommender Systems Yupeng Hou Shanlei Mu Wayne Xin Zhao Yaliang Li Bolin Ding Ji-Rong Wen AI4TS 88 213 0 13 Jun 2022
Context Uncertainty in Contextual Bandits with Applications to Recommender Systems Hao Wang Yifei Ma Hao Ding Yuyang Wang 94 6 0 01 Feb 2022
Zero-Shot Recommendation as Language Modeling Damien Sileo Wout Vossen Robbe Raymaekers LRM LMTD 57 44 0 08 Dec 2021
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods Wenqing Zheng Edward W. Huang Nikhil S. Rao S. Katariya Zhangyang Wang Karthik Subbian 92 66 0 08 Nov 2021