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2020 – today
- 2025
[j3]Diandian Gu
, Yihao Zhao, Peng Sun, Xin Jin, Xuanzhe Liu:
GreenFlow: A Carbon-Efficient Scheduler for Deep Learning Workloads. IEEE Trans. Parallel Distributed Syst. 36(2): 168-184 (2025)- 2024
- [i4]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 abs/2401.09149 (2024) - [i3]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 abs/2406.18485 (2024) - 2023
- [j2]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): 156:1-156:26 (2023) - [c3]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: 266-280 - [i2]Diandian Gu, Xintong Xie, Gang Huang, Xin Jin, Xuanzhe Liu:
Energy-Efficient GPU Clusters Scheduling for Deep Learning. CoRR abs/2304.06381 (2023) - 2022
- [c2]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: 1755-1767 - 2021
- [i1]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 abs/2112.06222 (2021) - 2020
- [j1]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): 14:1-14:24 (2020)
2010 – 2019
- 2019
- [c1]Diandian Gu, Ziniu Hu, Shangchen Du, Yun Ma:
LinkRadar: Assisting the Analysis of Inter-app Page Links via Transfer Learning. CIKM 2019: 2077-2080
Coauthor Index
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