Ying Zheng

According to our database, Ying Zheng authored at least 6 papers between 2018 and 2024.

Collaborative distances:

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

2024

Scheduling Generative-AI Job DAGs with Model Serving in Data Centers.

Ying Zheng, Lei Jiao, Yuedong Xu, Bo An, Xin Wang, Zongpeng Li

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Online AI-Generated Content Request Scheduling with Deep Reinforcement Learning.

Chenglong Feng, Ying Zheng, Yuedong Xu

Proceedings of the IEEE INFOCOM 2024, 2024

Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks.

Ying Zheng, Lei Jiao, Han Yang, Lulu Chen, Ying Liu, Yuxiao Wang, Yuedong Xu, Xin Wang, Zongpeng Li

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2022

Enabling Robust DRL-Driven Networking Systems via Teacher-Student Learning.

Ying Zheng, Lixiang Lin, Tianqi Zhang, Haoyu Chen, Qingyang Duan, Yuedong Xu, Xin Wang

IEEE J. Sel. Areas Commun., 2022

2021

Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking.

Ying Zheng, Haoyu Chen, Qingyang Duan, Lixiang Lin, Yiyang Shao, Wei Wang, Xin Wang, Yuedong Xu

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2018

Demystifying Deep Learning in Networking.

Ying Zheng, Ziyu Liu, Xinyu You, Yuedong Xu, Junchen Jiang

Proceedings of the 2nd Asia-Pacific Workshop on Networking, 2018