Yifan Xiong

According to our database, Yifan Xiong authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation.

Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

CoRR, 2024

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation.

Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

2023

FP8-LM: Training FP8 Large Language Models.

Houwen Peng, Kan Wu, Yixuan Wei, Guoshuai Zhao, Yuxiang Yang, Ze Liu, Yifan Xiong, Ziyue Yang, Bolin Ni, Jingcheng Hu, Ruihang Li, Miaosen Zhang, Chen Li, Jia Ning, Ruizhe Wang, Zheng Zhang, Shuguang Liu, Joe Chau, Han Hu, Peng Cheng

CoRR, 2023

Tutel: Adaptive Mixture-of-Experts at Scale.

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, HoYuen Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning.

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

MSCCLang: Microsoft Collective Communication Language.

Meghan Cowan, Saeed Maleki, Madanlal Musuvathi, Olli Saarikivi, Yifan Xiong

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure.

Yuting Jiang, Yifan Xiong, Lei Qu, Cheng Luo, Chen Tian, Peng Cheng, Yongqiang Xiong

ACM SIGOPS Oper. Syst. Rev., 2022

Tutel: Adaptive Mixture-of-Experts at Scale.

Changho Hwang, Wei Cui, Yifan Xiong, Ziyue Yang, Ze Liu, Han Hu, Zilong Wang, Rafael Salas, Jithin Jose, Prabhat Ram, Joe Chau, Peng Cheng, Fan Yang, Mao Yang, Yongqiang Xiong

CoRR, 2022

MSCCL: Microsoft Collective Communication Library.

Meghan Cowan, Saeed Maleki, Madanlal Musuvathi, Olli Saarikivi, Yifan Xiong

CoRR, 2022

Moneo: Non-intrusive Fine-grained Monitor for AI Infrastructure.

Yuting Jiang, Yifan Xiong, Lei Qu, Cheng Luo, Chen Tian, Peng Cheng, Yongqiang Xiong

Proceedings of the IEEE International Conference on Communications, 2022

2020

HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees.

Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

2016

History Rhyme: Searching Historic Events by Multimedia Knowledge.

Yifan Xiong, Jia Chen, Qin Jin, Chao Zhang

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Describing Videos using Multi-modal Fusion.

Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong, Alexander G. Hauptmann

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Semantic Image Profiling for Historic Events: Linking Images to Phrases.

Jia Chen, Qin Jin, Yifan Xiong

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016