Publications

Selected Conference Publications

	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 28th Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'23)
	[PDF] [Code]
	Promal: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning
	Changlin Liu, Hanlin Wang, Tianming Liu, Diandian Gu, Yun Ma, Haoyu Wang, Xusheng Xiao
	Proceedings of 44th International Conference on Software Engineering (ICSE'22)
	[PDF][Code]
	LinkRadar: Assist the Analysis of Inter-app Page Links via Transfer Learning
	Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma
	Proceedings of 28th Conference on Information and Knowledge Management (CIKM'19)
	[PDF] [Slides] [Poster]

Selected Preprint & Journal Publications

	InternEvo: Efficient Long-Sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding
	Qiaoling Chen*, Diandian Gu*, Guoteng Wang, Xun Chen, Yingtong Xiong, Ting Huang, Qinghao Hu, Xin Jin Tianwei Zhang, Yonggang Wen, Peng Sun
	ArXiv preprint 2401.09149 (January 2024)
	[PDF]
	Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective
	Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin
	ACM Transactions on Software Engineering and Methodology (TOSEM), Vol. 32, No. 6, Article 156 (September 2023)
	[PDF][Code]
	Roaming Through the Castle Tunnels: An Empirical Analysis of Inter-app Navigation of Android Apps
	Yun Ma, Ziniu Hu, Diandian Gu, Li Zhou, Qiaozhu Mei, Gang Huang, Xuanzhe Liu
	ACM Transactions on the Web (TWEB), Vol. 14, No.3, Article 14 (June 2020)
	[PDF]