Diandian Gu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Transfer Learning

Coverage Includes

Weakly Supervised

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Qiaoling Chen, Diandian Gu, Guoteng Wang, Xun Chen, YingTong Xiong, Ting Huang, Qinghao Hu, Xin Jin, Yonggang Wen, Tianwei Zhang, Peng Sun
InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding. CoRR (2024)
Diandian Gu, Peng Sun, Qinghao Hu, Ting Huang, Xun Chen, Yingtong Xiong, Guoteng Wang, Qiaoling Chen, Shangchun Zhao, Jiarui Fang, Yonggang Wen, Tianwei Zhang, Xin Jin, Xuanzhe Liu
LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism. CoRR (2024)
Diandian Gu, Xintong Xie, Gang Huang, Xin Jin, Xuanzhe Liu
Energy-Efficient GPU Clusters Scheduling for Deep Learning. CoRR (2023)
Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning. ASPLOS (2) (2023)
Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Changlin Liu, Hanlin Wang, Tianming Liu, Diandian Gu, Yun Ma, Haoyu Wang, Xusheng Xiao
PROMAL: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning. ICSE (2022)
Diandian Gu, Zhenpeng Chen, Yuanqiang Liu, Zili Zhang, Yun Ma, Xin Jin, Xuanzhe Liu
Demystifying Developers' Issues in Distributed Training of Deep Learning Software. CoRR (2021)
Yun Ma, Ziniu Hu, Diandian Gu, Li Zhou, Qiaozhu Mei, Gang Huang, Xuanzhe Liu
Roaming Through the Castle Tunnels: An Empirical Analysis of Inter-app Navigation of Android Apps. ACM Trans. Web 14 (3) (2020)
Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma
LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. CIKM (2019)