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G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems

G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems

Youshao Xiao
Shangchun Zhao
Zhenglei Zhou
Zhaoxin Huan
Lin Ju
Xiaolu Zhang
Lin Wang
Jun Zhou
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Papers citing "G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems"

7 / 7 papers shown
Title
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models
SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models
Jinho Yang
Ji-Hoon Kim
Joo-Young Kim
44
0
0
01 Apr 2025
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
Youshao Xiao
Lin Ju
Zhenglei Zhou
Siyuan Li
Zhaoxin Huan
...
Rujie Jiang
Lin Wang
Xiaolu Zhang
Lei Liang
Jun Zhou
34
1
0
15 Apr 2024
LiMAML: Personalization of Deep Recommender Models via Meta Learning
LiMAML: Personalization of Deep Recommender Models via Meta Learning
Ruofan Wang
Prakruthi Prabhakar
Gaurav Srivastava
Tianqi Wang
Zeinab S. Jalali
...
Divya Venugopalan
Aman Gupta
Fedor Borisyuk
S. Keerthi
A. Muralidharan
37
0
0
23 Feb 2024
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review
Exploring the Impact of Large Language Models on Recommender Systems: An Extensive Review
A. Vats
Vinija Jain
Rahul Raja
Aman Chadha
LRM
28
13
0
11 Feb 2024
An Adaptive Placement and Parallelism Framework for Accelerating RLHF Training
An Adaptive Placement and Parallelism Framework for Accelerating RLHF Training
Youshao Xiao
Weichang Wu
Zhenglei Zhou
Fagui Mao
Shangchun Zhao
Lin Ju
Lei Liang
Xiaolu Zhang
Jun Zhou
34
5
0
19 Dec 2023
Rethinking Memory and Communication Cost for Efficient Large Language Model Training
Rethinking Memory and Communication Cost for Efficient Large Language Model Training
Chan Wu
Hanxiao Zhang
Lin Ju
Jinjing Huang
Youshao Xiao
...
Siyuan Li
Fanzhuang Meng
Lei Liang
Xiaolu Zhang
Jun Zhou
26
4
0
09 Oct 2023
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
365
11,700
0
09 Mar 2017