Yifan Xiong

18 papers A* 4Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
AidAI: Automated Incident Diagnosis for AI Workloads in the Cloud.
CoRR
Yitao Yang, Yangtao Deng, Yifan Xiong, Baochun Li, Hong Xu, Peng Cheng
2025 J jnl
Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models.
CoRR
Yile Gu, Yifan Xiong, Jonathan Mace, Yuting Jiang, Yigong Hu, Baris Kasikci, Peng Cheng
2025 J jnl
SIGMA: An AI-Empowered Training Stack on Early-Life Hardware.
CoRR
Lei Qu, Lianhai Ren, Peng Cheng, Rui Gao, Ruizhe Wang, Tianyu Chen, Xiao Liu, Xingjian Zhang, Yeyun Gong, Yifan Xiong, Yucheng Ding, Yuting Jiang, Zhenghao Lin, Zhongxin Guo, Ziyue Yang
2025 J jnl
Sigma-MoE-Tiny Technical Report.
CoRR
Qingguo Hu, Zhenghao Lin, Ziyue Yang, Yucheng Ding, Xiao Liu, Yuting Jiang, Ruizhe Wang, Tianyu Chen, Zhongxin Guo, Yifan Xiong, Rui Gao, Lei Qu, Jinsong Su, Peng Cheng, Yeyun Gong
2024 J jnl
Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation.
CoRR
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
2024 — conf
SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation.
USENIX ATC
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
2023 — conf
ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning.
ASPLOS (2)
Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
2023 J jnl
FP8-LM: Training FP8 Large Language Models.
CoRR
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
2023 — conf
MSCCLang: Microsoft Collective Communication Language.
ASPLOS (2)
Meghan Cowan, Saeed Maleki, Madanlal Musuvathi, Olli Saarikivi, Yifan Xiong
2023 — conf
Tutel: Adaptive Mixture-of-Experts at Scale.
MLSys
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
2022 J jnl
MSCCL: Microsoft Collective Communication Library.
CoRR
Meghan Cowan, Saeed Maleki, Madanlal Musuvathi, Olli Saarikivi, Yifan Xiong
2022 J jnl
Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure.
ACM SIGOPS Oper. Syst. Rev.
Yuting Jiang, Yifan Xiong, Lei Qu, Cheng Luo, Chen Tian, Peng Cheng, Yongqiang Xiong
2022 — conf
Moneo: Non-intrusive Fine-grained Monitor for AI Infrastructure.
ICC
Yuting Jiang, Yifan Xiong, Lei Qu, Cheng Luo, Chen Tian, Peng Cheng, Yongqiang Xiong
2022 J jnl
Tutel: Adaptive Mixture-of-Experts at Scale.
CoRR
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
2020 A* conf
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees.
OSDI
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang
2016 A* conf
Describing Videos using Multi-modal Fusion.
ACM Multimedia
Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong, Alexander G. Hauptmann
2016 A* conf
History Rhyme: Searching Historic Events by Multimedia Knowledge.
ACM Multimedia
Yifan Xiong, Jia Chen, Qin Jin, Chao Zhang
2016 A* conf
Semantic Image Profiling for Historic Events: Linking Images to Phrases.
ACM Multimedia
Jia Chen, Qin Jin, Yifan Xiong