Towards Unified Multi-Modal Personalization: Large Vision-Language
Models for Generative Recommendation and Beyond

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

15 March 2024

Papers citing "Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond"

18 / 18 papers shown

Title
Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language Models Zhanglin Wu Tengfei Song Ning Xie Weidong Zhang Mengli Zhu ... Pengfei Li C. Li Junhao Zhu Hao-Yu Yang Shiliang Sun 26 1 0 16 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 44 0 0 14 Apr 2025
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation Jiajie Su Qiyong Zhong Yunshan Ma Weiming Liu Chaochao Chen Xiaolin Zheng Jianwei Yin Tat-Seng Chua 29 0 0 13 Apr 2025
Agentic Multimodal AI for Hyperpersonalized B2B and B2C Advertising in Competitive Markets: An AI-Driven Competitive Advertising Framework Sakhinana Sagar Srinivas Akash Das Shivam Gupta Venkataramana Runkana 50 0 0 01 Apr 2025
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems Kibum Kim Sein Kim Hongseok Kang Jiwan Kim Heewoong Noh Yeonjun In Kanghoon Yoon Jinoh Oh Chanyoung Park 60 0 0 08 Mar 2025
Joint Optimal Transport and Embedding for Network Alignment Qi Yu Zhichen Zeng Yuchen Yan Lei Ying R. Srikant Hanghang Tong OT 153 0 0 26 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 86 15 0 20 Feb 2025
Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis Lanling Xu Junjie Zhang Bingqian Li Jinpeng Wang Sheng Chen Wayne Xin Zhao Ji-Rong Wen 74 18 0 17 Jan 2025
PyG-SSL: A Graph Self-Supervised Learning Toolkit Lecheng Zheng Baoyu Jing Zihao Li Zhichen Zeng Tianxin Wei ... Lihui Liu Dongqi Fu Jiaxuan You Hanghang Tong Jingrui He 48 4 0 31 Dec 2024
VisualLens: Personalization through Visual History Wang Zhu Deqing Fu Kai Sun Y. Lu Zhaojiang Lin ... Kanika Narang Mustafa Canim Yue Liu Anuj Kumar Xin Luna Dong AI4TS 108 0 0 25 Nov 2024
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation Se-eun Yoon Hyunsik Jeon Julian McAuley 38 0 0 23 May 2024
How Can Recommender Systems Benefit from Large Language Models: A Survey Jianghao Lin Xinyi Dai Yunjia Xi Weiwen Liu Bo Chen ... Chenxu Zhu Huifeng Guo Yong Yu Ruiming Tang Weinan Zhang LRM 30 195 0 09 Jun 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning Wei Han Hui Chen Zhen Hai Soujanya Poria Lidong Bing 34 16 0 12 Sep 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis Fatemehsadat Mireshghallah Vaishnavi Shrivastava Milad Shokouhi Taylor Berg-Kirkpatrick Robert Sim Dimitrios Dimitriadis FedML 27 33 0 01 Oct 2021
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 341 0 22 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021