Yuming Cheng

According to our database, Yuming Cheng authored at least 7 papers between 2017 and 2025.

Collaborative distances:

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

2025

Development and application of an early prediction model for risk of bloodstream infection based on real-world study.

Xiefei Hu, Shenshen Zhi, Yang Li, Yuming Cheng, Haiping Fan, Haorong Li, Zihao Meng, Jiaxin Xie, Shu Tang, Wei Li

BMC Medical Informatics Decis. Mak., December, 2025

First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution.

Yihao Zhang, Qizhi Qiu, Xiaomin Liu, Dianxuan Fu, Xingyu Liu, Leyan Fei, Yuming Cheng, Lilin Yi, Weisheng Hu, Qunbi Zhuge

CoRR, April, 2025

First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks.

Xiaomin Liu, Qizhi Qiu, Yihao Zhang, Yuming Cheng, Lilin Yi, Weisheng Hu, Qunbi Zhuge

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2025

2019

Accelerating Distributed Training in Heterogeneous Clusters via a Straggler-Aware Parameter Server.

Huihuang Yu, Zongwei Zhu, Xianglan Chen, Yuming Cheng, Yahui Hu, Xi Li

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

GRU-ES: Resource Usage Prediction of Cloud Workloads Using a Novel Hybrid Method.

Yuming Cheng, Chao Wang, Huihuang Yu, Yahui Hu, Xuehai Zhou

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018

MuDBN: An Energy-Efficient and High-Performance Multi-FPGA Accelerator for Deep Belief Networks.

Yuming Cheng, Chao Wang, Yangyang Zhao, Xianglan Chen, Xuehai Zhou, Xi Li

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

2017

FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and Organization.

Chao Wang, Yuming Cheng, Lei Gong, Bo Wan, Aili Wang, Xi Li, Xuehai Zhou

Proceedings of the Cyber Physical Systems. Design, Modeling, and Evaluation, 2017