Semantic Image Profiling for Historic Events: Linking Images to Phrases. - Jia Chen 001; Qin Jin; Yifan Xiong 001 (ACM Multimedia, 2016)

Describing Videos using Multi-modal Fusion. - Qin Jin; Jia Chen 001; Shizhe Chen; Yifan Xiong 001; Alexander G. Hauptmann (ACM Multimedia, 2016)

History Rhyme: Searching Historic Events by Multimedia Knowledge. - Yifan Xiong 001; Jia Chen 001; Qin Jin; Chao Zhang (ACM Multimedia, 2016)

HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. - Hanyu Zhao; Zhenhua Han; Zhi Yang 001; Quanlu Zhang; Fan Yang 024; Lidong Zhou; Mao Yang 004; Francis C. M. Lau 001; Yuqi Wang; Yifan Xiong 001; Bin Wang (OSDI, 2020)

Moneo: Non-intrusive Fine-grained Monitor for AI Infrastructure. - Yuting Jiang; Yifan Xiong 001; Lei Qu; Cheng Luo; Chen Tian 001; Peng Cheng 005; Yongqiang Xiong (ICC, 2022)

MSCCL: Microsoft Collective Communication Library. - Meghan Cowan; Saeed Maleki; Madanlal Musuvathi; Olli Saarikivi; Yifan Xiong 001 (CoRR, 2022)

Moneo: Monitoring Fine-grained Metrics Nonintrusively in AI Infrastructure. - Yuting Jiang; Yifan Xiong 001; Lei Qu; Cheng Luo; Chen Tian 001; Peng Cheng 005; Yongqiang Xiong (ACM SIGOPS Oper. Syst. Rev., 2022)

MSCCLang: Microsoft Collective Communication Language. - Meghan Cowan; Saeed Maleki; Madanlal Musuvathi; Olli Saarikivi; Yifan Xiong 001 (ASPLOS (2), 2023)

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning. - Diandian Gu; Yihao Zhao; Yinmin Zhong; Yifan Xiong 001; Zhenhua Han; Peng Cheng 005; Fan Yang 024; Gang Huang 001; Xin Jin 008; Xuanzhe Liu (ASPLOS (2), 2023)

Tutel: Adaptive Mixture-of-Experts at Scale. - Changho Hwang; Wei Cui; Yifan Xiong 001; Ziyue Yang; Ze Liu; Han Hu 001; Zilong Wang; Rafael Salas; Jithin Jose; Prabhat Ram; Joe Chau; Peng Cheng 005; et al. (MLSys, 2023)

FP8-LM: Training FP8 Large Language Models. - Houwen Peng; Kan Wu; Yixuan Wei; Guoshuai Zhao; Yuxiang Yang; Ze Liu; Yifan Xiong 001; Ziyue Yang; Bolin Ni; Jingcheng Hu; Ruihang Li; Miaosen Zhang; et al. (CoRR, 2023)

SuperBench: Improving Cloud AI Infrastructure Reliability with Proactive Validation. - Yifan Xiong 001; Yuting Jiang; Ziyue Yang; Lei Qu; Guoshuai Zhao; Shuguang Liu; Dong Zhong; Boris Pinzur; Jie Zhang 048; Yang Wang 053; Jithin Jose; Hossein Pourreza; et al. (USENIX ATC, 2024)

Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation. - Yifan Xiong 001; Yuting Jiang; Ziyue Yang; Lei Qu; Guoshuai Zhao; Shuguang Liu; Dong Zhong; Boris Pinzur; Jie Zhang 048; Yang Wang 053; Jithin Jose; Hossein Pourreza; et al. (CoRR, 2024)

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models. - Yile Gu; Yifan Xiong 001; Jonathan Mace; Yuting Jiang; Yigong Hu; Baris Kasikci; Peng Cheng 005 (CoRR, 2025)

AidAI: Automated Incident Diagnosis for AI Workloads in the Cloud. - Yitao Yang; Yangtao Deng; Yifan Xiong 001; Baochun Li; Hong Xu 001; Peng Cheng 005 (CoRR, 2025)