Zheng Hu

According to our database, Zheng Hu authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights.

Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao

IEEE Trans. Knowl. Data Eng., October, 2024

Proactive Drive Failure Prediction for Cloud Storage System Through Semi-Supervised Learning.

Hao Zhou, Zhiheng Niu, Gang Wang, Xiaoguang Liu, Dongshi Liu, Bingnan Kang, Zheng Hu, Yong Zhang

IEEE Trans. Dependable Secur. Comput., 2024

SSDC: A Scalable Sparse Differential Checkpoint for Large-scale Deep Recommendation Models.

Lingrui Xiang, Xiaofen Lu, Rui Zhang, Zheng Hu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

A robust online extrinsic calibration method for GNSS-RTK and IMU system and vehicle setups.

Peng Wang, Qingyang Xu, Siyun Yao, Xiangfei Wu, Qunli Zhang, Ruichen Lv, Shiming Liu, Yamin Li, Hui Fang, Zheng Hu

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 2023

Runtime operational design domain monitoring of static road geometry for automated vehicles.

Shiming Liu, Qunli Zhang, Wei Li, Siyun Yao, Yucheng Mu, Zheng Hu

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, 2023

DistSim: A performance model of large-scale hybrid distributed DNN training.

Guandong Lu, Runzhe Chen, Yakai Wang, Yangjie Zhou, Rui Zhang, Zheng Hu, Yanming Miao, Zhifang Cai, Li Li, Jingwen Leng, Minyi Guo

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2021

A Proactive Failure Tolerant Mechanism for SSDs Storage Systems based on Unsupervised Learning.

Hao Zhou, Zhiheng Niu, Gang Wang, Xiaoguang Liu, Dongshi Liu, Bingnan Kang, Hu Zheng, Yong Zhang

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Methods for deep learning model failure detection and model adaption: A survey.

Xiaoyu Wu, Zheng Hu, Ke Pei, Liyan Song, Zhi Cao, Shuyi Zhang

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

Adaptive Retraining for Neural Network Robustness in Classification.

Ruozhu Yao, Chengqiang Huang, Zheng Hu, Ke Pei

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution.

Ziling Wu, Ping Liu, Zheng Hu, Bocheng Li, Jun Wang

Proceedings of the ESSE 2020: 2020 European Symposium on Software Engineering, 2020