Zhengyu Yang

According to our database, Zhengyu Yang authored at least 52 papers between 2014 and 2023.

Collaborative distances:

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

2023

Trends and hotspots in research on medical images with deep learning: a bibliometric analysis from 2013 to 2023.

Borui Chen, Jing Jin, Haichao Liu, Zhengyu Yang, Haoming Zhu, Yu Wang, Jianping Lin, Shizhong Wang, Shaoqing Chen

Frontiers Artif. Intell., February, 2023

Research on Method and Experiment of Robotic Belt Grinding for Blisk with High Surface Quality.

Guijian Xiao, Xuetao Liu, Kangkang Song, Zhengyu Yang, Tangming Zhang

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2023

2022

Automatic Stream Identification to Improve Flash Endurance in Data Centers.

Janki Bhimani, Zhengyu Yang, Jingpei Yang, Adnan Maruf, Ningfang Mi, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan

ACM Trans. Storage, 2022

I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership.

Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, Ningfang Mi

IEEE Trans. Big Data, 2022

Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble.

Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Computationally Efficient Formulation for Traffic Signal Timing Optimization of an Isolated Intersection.

George Rosario Jagadeesh, Jielin Yang, Kien Ming Ng, Kim Leng Poh, Zhengyu Yang, Teck-Hou Teng, Zhibing Zhuo

Proceedings of the 8th International Conference on Control, 2022

2021

New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment.

Zhengyu Yang, Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng

IEEE Trans. Cloud Comput., 2021

Curriculum Offline Imitation Learning.

Minghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu

CoRR, 2021

SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision.

Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr

CoRR, 2021

Transformer text recognition with deep learning algorithm.

Ye Chen, Hongchun Shu, Wenjiao Xu, Zhengyu Yang, Zhihu Hong, Mingshuai Dong

Comput. Commun., 2021

Learning to Build High-Fidelity and Robust Environment Models.

Weinan Zhang, Zhengyu Yang, Jian Shen, Minghuan Liu, Yimin Huang, Xing Zhang, Ruiming Tang, Zhenguo Li

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Model-Based Offline Policy Optimization with Distribution Correcting Regularization.

Jian Shen, Mingcheng Chen, Zhicheng Zhang, Zhengyu Yang, Weinan Zhang, Yong Yu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Curriculum Offline Imitating Learning.

Minghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification.

Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Understanding Flash-Based Storage I/O Behavior of Games.

Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand, Janki Bhimani

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

A discrete packing model of granular material confined in a vertical column.

Qinghai Jiang, Kai Wu, Yu Sun, Xin Xie, Zhengyu Yang

Int. J. Comput. Sci. Math., 2020

Optimizing Interrupt Handling Performance for Memory Failures in Large Scale Data Centers.

Harish Dattatraya Dixit, Fan Fred Lin, Bill Holland, Matt Beadon, Zhengyu Yang, Sriram Sankar

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition.

Zhengyu Yang, Jian Shen, Yunfei Liu, Yang Yang, Weinan Zhang, Yong Yu

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Reinforcing Cloud Environments via Index Policy for Bursty Workloads.

Venkatraman Balasubramanian, Moayad Aloqaily, Olufogorehan Tunde-Onadele, Zhengyu Yang, Martin Reisslein

Proceedings of the NOMS 2020, 2020

2019

New Performance Modeling Methods for Parallel Data Processing Applications.

Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang

ACM Trans. Model. Comput. Simul., 2019

Finite element simulation of prevention thermal cracking in mass concrete.

Juncai Xu, Zhenzhong Shen, Song Yang, Xin Xie, Zhengyu Yang

Int. J. Comput. Sci. Math., 2019

IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks.

Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Alex Yin, Joseph J. Lim

CoRR, 2019

Deep Landscape Forecasting for Real-time Bidding Advertising.

Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Yong Yu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Design of a Peristaltic Pump Driven by Pneumatic Artificial Muscles.

Hua Yan, Zhengyu Yang, Fei Ding, Shijie Xu, Dengyin Zhang

Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

To Follow or not to Follow: Selective Imitation Learning from Observations.

Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Joseph J. Lim

Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Deep Recurrent Survival Analysis.

Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Docker Container Scheduler for I/O Intensive Applications Running on NVMe SSDs.

Janki Bhimani, Zhengyu Yang, Ningfang Mi, Jingpei Yang, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan

IEEE Trans. Multi Scale Comput. Syst., 2018

AutoAdmin: Automatic and Dynamic Resource Reservation Admission Control in Hadoop YARN Clusters.

Zhengyu Yang, Janki Bhimani, Yi Yao, Cho-Hsien Lin, Jiayin Wang, Ningfang Mi, Bo Sheng

Scalable Comput. Pract. Exp., 2018

EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems.

Zhengyu Yang, Yufeng Wang, Janki Bhimani, Chiu C. Tan, Ningfang Mi

Clust. Comput., 2018

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks.

Zhengyu Yang, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs.

Janki Bhimani, Ningfang Mi, Zhengyu Yang, Jingpei Yang, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Improving Flash Resource Utilization at Minimal Management Cost in Virtualized Flash-Based Storage Systems.

Jianzhe Tai, Deng Liu, Zhengyu Yang, Xiaoyun Zhu, Jack Lo, Ningfang Mi

IEEE Trans. Cloud Comput., 2017

Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems.

Zhengyu Yang, Janki Bhimani, Jiayin Wang, David Thomas Evans, Ningfang Mi

Scalable Comput. Pract. Exp., 2017

A New Traffic Signal Control Method Based on Hybrid Colored Petri Net in Isolated Intersections.

Yaying Zhang, Wei Qiang, Zhengyu Yang

Int. J. Intell. Transp. Syst. Res., 2017

Geometric Semantic Genetic Programming Algorithm and Slump Prediction.

Juncai Xu, Zhenzhong Shen, Qingwen Ren, Xin Xie, Zhengyu Yang

CoRR, 2017

SSE Lossless Compression Method for the Text of the Insignificance of the Lines Order.

Juncai Xu, Weidong Zhang, Qingwen Ren, Xin Xie, Zhengyu Yang

CoRR, 2017

Slope Stability Analysis with Geometric Semantic Genetic Programming.

Juncai Xu, Zhenzhong Shen, Qingwen Ren, Xin Xie, Zhengyu Yang

CoRR, 2017

H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment.

Zhengyu Yang, Morteza Hoseinzadeh, Ping Wong, John Artoux, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter.

Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles.

Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Enhancing SSDs with multi-stream: What? why? how?

Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, N. H. V. Krishna Giri, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

SEINA: A stealthy and effective internal attack in Hadoop systems.

Jiayin Wang, Teng Wang, Zhengyu Yang, Ying Mao, Ningfang Mi, Bo Sheng

Proceedings of the 2017 International Conference on Computing, 2017

EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters.

Teng Wang, Jiayin Wang, Son Nam Nguyen, Zhengyu Yang, Ningfang Mi, Bo Sheng

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks.

Han Gao, Zhengyu Yang, Janki Bhimani, Teng Wang, Jiayin Wang, Bo Sheng, Ningfang Mi

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Accelerating big data applications using lightweight virtualization framework on enterprise cloud.

Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications.

Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

AutoReplica: Automatic data replica manager in distributed caching and data processing systems.

Zhengyu Yang, Jiayin Wang, David Thomas Evans, Ningfang Mi

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads.

Zhengyu Yang, Jianzhe Tai, Janki Bhimani, Jiayin Wang, Ningfang Mi, Bo Sheng

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

eSplash: Efficient speculation in large scale heterogeneous computing systems.

Jiayin Wang, Teng Wang, Zhengyu Yang, Ningfang Mi, Bo Sheng

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Understanding performance of I/O intensive containerized applications for NVMe SSDs.

Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters.

Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Ningfang Mi

Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2014

Improving Virtual Machine Migration via Deduplication.

Jake Roemer, Mark Groman, Zhengyu Yang, Yufeng Wang, Chiu C. Tan, Ningfang Mi

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014