On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems

24 January 2022

Papers citing "On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems"

7 / 7 papers shown

Title
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Chaoyue Niu Yucheng Ding Junhui Lu Zhengxiang Huang Hang Zeng Yutong Dai Xuezhen Tu Chengfei Lv Fan Wu Guihai Chen 27 1 0 17 Apr 2025
Adaptive Self-Supervised Learning Strategies for Dynamic On-Device LLM Personalization Rafael Mendoza Isabella Cruz Richard Liu Aarav Deshmukh David Williams Jesscia Peng Rohan Iyer 18 0 0 25 Sep 2024
Mobile Supply: The Last Piece of Jigsaw of Recommender System Zhenhao Jiang Biao Zeng Hao Feng Jin Liu Jie Zhang Jia Jia Ning Hu LRM 11 1 0 07 Aug 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 20 6 0 18 Mar 2023
On-Device Model Fine-Tuning with Label Correction in Recommender Systems Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 14 2 0 21 Oct 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning Chengfei Lv Chaoyue Niu Renjie Gu Xiaotang Jiang Zhaode Wang ... Guohuan Xu Fei Wu Shaojie Tang Fan Wu Guihai Chen MoE LRM 13 38 0 30 May 2022
Adaptive Personalized Federated Learning Yuyang Deng Mohammad Mahdi Kamani M. Mahdavi FedML 188 542 0 30 Mar 2020