Qin Hua

According to our database, Qin Hua authored at least 13 papers between 2010 and 2026.

Collaborative distances:

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

2026

V-ABFT: Variance-Based Adaptive Threshold for Fault-Tolerant Matrix Multiplication in Mixed-Precision Deep Learning.

Yiheng Gao, Qin Hua, Zizhong Chen

CoRR, February, 2026

GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management.

Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

EDGC: Entropy-driven Dynamic Gradient Compression for Efficient LLM Training.

Qingao Yi, Jiaang Duan, Hanwen Hu, Qin Hua, Haiyan Zhao, Shiyou Qian, Dingyu Yang, Jian Cao, Jinghua Tang, Yinghao Yu, Chenzhi Liao, Kangjin Wang, Liping Zhang

CoRR, November, 2025

Humas: A Heterogeneity- and Upgrade-Aware Microservice Auto-Scaling Framework in Large-Scale Data Centers.

Qin Hua, Dingyu Yang, Shiyou Qian, Jian Cao, Guangtao Xue, Minglu Li

IEEE Trans. Computers, March, 2025

Mitigating interference of microservices with a scoring mechanism in large-scale clusters.

Dingyu Yang, Kangpeng Zheng, Shiyou Qian, Qin Hua, Kaixuan Zhang, Jian Cao, Guangtao Xue

J. Supercomput., January, 2025

DIJS: A Dual Interference-Aware Job Scheduling Framework for Co-located Data Centers.

Qin Hua, Shiyou Qian, Yufeng Deng, Kaixuan Zhang, Dingyu Yang, Jian Cao, Guangtao Xue

Proceedings of the Service-Oriented Computing - 23rd International Conference, 2025

EoT: Evolution of Thoughts for Complex Reasoning Tasks.

Qin Hua, Jiaqi Sun, Shiyou Qian, Dingyu Yang, Jian Cao, Guangtao Xue

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2023

Bi-GAE: A Bidirectional Generative Auto-Encoder.

Qin Hua, Hanwen Hu, Shiyou Qian, Dingyu Yang, Jian Cao

J. Comput. Sci. Technol., June, 2023

KAE-Informer: A Knowledge Auto-Embedding Informer for Forecasting Long-Term Workloads of Microservices.

Qin Hua, Dingyu Yang, Shiyou Qian, Hanwen Hu, Jian Cao, Guangtao Xue

Proceedings of the ACM Web Conference 2023, 2023

2022

Qore-DL: A QoS-aware joint optimization framework for distributed deep learning training.

Qin Hua, Shiyou Qian, Dingyu Yang, Jianmei Guo, Jian Cao, Guangtao Xue, Minglu Li

J. Syst. Archit., 2022

2020

TouchPass: towards behavior-irrelevant on-touch user authentication on smartphones leveraging vibrations.

Xiangyu Xu, Jiadi Yu, Yingying Chen, Qin Hua, Yanmin Zhu, Yi-Chao Chen, Minglu Li

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

2012

Simulation and modeling of radar echo signal.

Qin Hua, Cha Hao, Zhou Mo, Wei You Ping, Song Meng Gang

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2010

A Novel Method for Training Large Scale E-Business SVM Models in a Grid Computing Environment.

Qin Hua, Xu Yan-zi

Proceedings of the International Conference on E-Business and E-Government, 2010