A Review of Modern Recommender Systems Using Generative Models
(Gen-RecSys)

A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)

31 March 2024

M. Sathiamoorthy

Atoosa Kasirzadeh

Papers citing "A Review of Modern Recommender Systems Using Generative Models (Gen-RecSys)"

17 / 17 papers shown

Title
Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs Pan Suo Yu-ming Shang San-Chuan Guo Xi Zhang SILM AAML 55 0 0 30 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 56 0 0 31 Mar 2025
MUSS: Multilevel Subset Selection for Relevance and Diversity Vu Nguyen Andrey Kan 60 0 0 14 Mar 2025
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System Yashar Deldjoo Tommaso Di Noia 94 21 0 24 Feb 2025
Diffusion Models in Recommendation Systems: A Survey Ting-Ruen Wei Yi Fang 87 2 0 20 Feb 2025
Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval-Augmented Generation in Recommender Systems Fatemeh Nazary Yashar Deldjoo Tommaso Di Noia AAML SILM 42 4 0 20 Jan 2025
Retrieval-Augmented Conversational Recommendation with Prompt-based Semi-Structured Natural Language State Tracking Sara Kemper Justin Cui Kai Dicarlantonio Kathy Lin Danjie Tang Anton Korikov Scott Sanner 29 11 0 25 May 2024
Push and Pull: A Framework for Measuring Attentional Agency on Digital Platforms Zachary Wojtowicz Shrey Jain Nicholas Vincent 40 0 0 23 May 2024
FROSTER: Frozen CLIP Is A Strong Teacher for Open-Vocabulary Action Recognition Xiaohui Huang Hao Zhou Kun Yao Kai Han VLM 57 19 0 05 Feb 2024
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 132 266 0 25 Mar 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 351 2,232 0 22 Mar 2023
Factual and Informative Review Generation for Explainable Recommendation Zhouhang Xie Sameer Singh Julian McAuley Bodhisattwa Prasad Majumder 47 26 0 12 Sep 2022
ContrastVAE: Contrastive Variational AutoEncoder for Sequential Recommendation Yu Wang Hengrui Zhang Zhiwei Liu Liangwei Yang Philip S. Yu DRL 34 48 0 27 Aug 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,171 0 28 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 322 7,457 0 11 Nov 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 225 899 0 28 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 337 3,720 0 11 Feb 2021