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Zero-Shot Recommender Systems

18 May 2021

Papers citing "Zero-Shot Recommender Systems"

25 / 25 papers shown

Title
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 137 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 130 20 0 20 Feb 2025
Preference Diffusion for Recommendation Shuo Liu An Zhang Guoqing Hu Hong Qian Tat-Seng Chua 109 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 88 2 0 18 Sep 2024
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 55 293 0 19 Aug 2020
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation Manqing Dong Feng Yuan Lina Yao Xiwei Xu Liming Zhu CLL 51 167 0 07 Jul 2020
Joint Training Capsule Network for Cold Start Recommendation Tingting Liang Congying Xia Yuyu Yin Philip S. Yu 32 20 0 23 May 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 476 10,591 0 17 Feb 2020
Few-shot Domain Adaptation by Causal Mechanism Transfer Takeshi Teshima Issei Sato Masashi Sugiyama OOD CML TTA 73 86 0 10 Feb 2020
From Zero-Shot Learning to Cold-Start Recommendation Jingjing Li Mengmeng Jing Ke Lu Lei Zhu Yang Yang Zi Huang 40 149 0 20 Jun 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Zhiwen Chen Timothy Sohn Yonghui Wu 57 206 0 17 May 2019
Towards Neural Mixture Recommender for Long Range Dependent User Sequences Jiaxi Tang Francois Belletti Sagar Jain Minmin Chen Alex Beutel Can Xu Ed H. Chi 45 92 0 22 Feb 2019
Top-K Off-Policy Correction for a REINFORCE Recommender System Minmin Chen Alex Beutel Paul Covington Sagar Jain Francois Belletti Ed H. Chi CML OffRL 117 482 0 06 Dec 2018
Session-based Recommendation with Graph Neural Networks Shu Wu Yuyuan Tang Yanqiao Zhu Liang Wang Xing Xie Tieniu Tan GNN 74 1,560 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 172 2,442 0 20 Aug 2018
Subsampled Rényi Differential Privacy and Analytical Moments Accountant Yu Wang Borja Balle S. Kasiviswanathan 85 401 0 31 Jul 2018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Shaojie Bai J. Zico Kolter V. Koltun DRL 97 4,832 0 04 Mar 2018
Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions Sara Magliacane T. V. Ommen Tom Claassen Stephan Bongers Philip Versteeg Joris M. Mooij OOD CML 108 237 0 20 Jul 2017
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks Massimo Quadrana Alexandros Karatzoglou Balázs Hidasi Paolo Cremonesi 62 646 0 13 Jun 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 303 8,145 0 15 Mar 2017
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,155 0 01 Jul 2016
Image-based Recommendations on Styles and Substitutes Julian McAuley C. Targett Javen Qinfeng Shi Anton Van Den Hengel 124 2,412 0 15 Jun 2015
Collaborative Deep Learning for Recommender Systems Hao Wang Naiyan Wang Dit-Yan Yeung BDL 123 1,618 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,370 0 03 Jun 2014