Yuchen Zhong

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Distributed Data Mining

Fault Tolerance

Failure Recovery

Generalized Cross Validation

Top Venues

Multim. Tools Appl.

Publications

Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
Swift: Expedited Failure Recovery for Large-Scale DNN Training. IEEE Trans. Parallel Distributed Syst. 35 (9) (2024)
Hai Su, Zhenyu Ke, Songsen Yu, Jianwei Fang, Yuchen Zhong
Contrast-based unsupervised hashing method with margin limit. Multim. Tools Appl. 83 (9) (2024)
Yuchen Zhong, Guangming Sheng, Tianzuo Qin, Minjie Wang, Quan Gan, Chuan Wu
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs. CoRR (2023)
Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
Swift: Expedited Failure Recovery for Large-Scale DNN Training. PPoPP (2023)
Yuchen Zhong, Guangming Sheng, Juncheng Liu, Jinhui Yuan, Chuan Wu
SWIFT: Expedited Failure Recovery for Large-scale DNN Training. CoRR (2023)
Yuchen Zhong, Yuchi Huo, Rui Wang
Morphological Anti-Aliasing Method for Boundary Slope Prediction. CoRR (2022)
Hanpeng Hu, Chenyu Jiang, Yuchen Zhong, Yanghua Peng, Chuan Wu, Yibo Zhu, Haibin Lin, Chuanxiong Guo
dPRO: A Generic Performance Diagnosis and Optimization Toolkit for Expediting Distributed DNN Training. MLSys (2022)
Hanpeng Hu, Chenyu Jiang, Yuchen Zhong, Yanghua Peng, Chuan Wu, Yibo Zhu, Haibin Lin, Chuanxiong Guo
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training. CoRR (2022)
Yuchen Zhong, Cong Xie, Shuai Zheng, Haibin Lin
Compressed Communication for Distributed Training: Adaptive Methods and System. CoRR (2021)
Dmitrii Marin, Yuchen Zhong, Maria Drangova, Yuri Boykov
Thin Structure Estimation with Curvature Regularization. ICCV (2015)
Dmitrii Marin, Yuri Boykov, Yuchen Zhong
Thin Structure Estimation with Curvature Regularization. CoRR (2015)