Yuxi Hu

Joined

September 2023

Names

Yuxi Hu (Preferred)

Emails

****@meta.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Facebook (meta.com)

2019 – 2025

PhD student

Computer Science, University of California, Davis (ucdavis.edu)

2010 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie et al. (80 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems
Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Shuai Yang, Yuxi Hu, Xuehai Qian
- CoRR 2024
- Readers: Everyone
Enhancing Performance and Scalability of Large-Scale Recommendation Systems with Jagged Flash Attention
Rengan Xu, Junjie Yang, Yifan Xu, Hong Li, Xing Liu, Devashish Shankar, Haoci Zhang, Meng Liu, Boyang Li, Yuxi Hu, Mingwei Tang, Zehua Zhang, Tunhou Zhang, Dai Li, Sijia Chen, Gian-Paolo Musumeci, Jiaqi Zhai, Bill Zhu, Hong Yan, Srihari Reddy
- RecSys 2024
- Readers: Everyone
FIITED: Fine-grained embedding dimension optimization during training for recommender systems
Qinyi Luo, Penghan Wang, Wei Zhang, Fan Lai, Jiachen Mao, Xiaohan Wei, Jun Song, Wei-Yu Tsai, Yuxi Hu, Xuehai Qian
- Submitted to ICLR 2024
- Readers: Everyone
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models
Fan Lai, Wei Zhang, Rui Liu, William Tsai, Xiaohan Wei, Yuxi Hu, Sabin Devkota, Jianyu Huang, Jongsoo Park, Xing Liu, Zeliang Chen, Ellie Wen, Paul Rivera, Jie You, Chun-cheng Jason Chen, Mosharaf Chowdhury
- Published: 01 Jan 2023, Last Modified: 27 Oct 2023
- OSDI 2023
- Readers: Everyone
Software-hardware co-design for fast and scalable training of deep learning recommendation models
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Zhihao Jia, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli et al. (33 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 25 Oct 2023
- ISCA 2022
- Readers: Everyone
High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models
Dheevatsa Mudigere, Yuchen Hao, Jianyu Huang, Andrew Tulloch, Srinivas Sridharan, Xing Liu, Mustafa Ozdal, Jade Nie, Jongsoo Park, Liang Luo, Jie Amy Yang, Leon Gao, Dmytro Ivchenko, Aarti Basant, Yuxi Hu, Jiyan Yang, Ehsan K. Ardestani, Xiaodong Wang, Rakesh Komuravelli, Ching-Hsiang Chu et al. (31 additional authors not shown)
- Published: 01 Jan 2021, Last Modified: 25 Oct 2023
- CoRR 2021
- Readers: Everyone
A Cloud Theory-Based Trust Computing Model in Social Networks
Fengming Liu, Xiaoqian Zhu, Yuxi Hu, Lehua Ren, Henric Johnson
- Entropy 2017
- Readers: Everyone
On a Triadic Approach to Connect Microstructural Properties to Social Macrostructural Patterns
Yuxi Hu, Mina Doroud, Shyhtsun Felix Wu
- ASONAM 2012
- Readers: Everyone
Social-Aware DNS: First Step towards Future Internet
Mohammad Rezaur Rahman, Yuxi Hu, Shyhtsun Felix Wu, Chen-Nee Chuah
- SocialInformatics 2012
- Readers: Everyone

View all 11 publications

Co-Authors

View all 187 co-authors