Zhengyu Yang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 59

Top Topics

Data Processing

Resource Allocation

Imitation Learning

Top Venues

IEEE Trans. Cloud Comput.

Publications

ShahRukh Athar, Shunsuke Saito, Zhengyu Yang, Stanislav Pidhorskyi, Chen Cao
Bridging the Gap: Studio-like Avatar Creation from a Monocular Phone Capture. CoRR (2024)
Guijian Xiao, Xuetao Liu, Kangkang Song, Zhengyu Yang, Tangming Zhang
Research on Method and Experiment of Robotic Belt Grinding for Blisk with High Surface Quality. ICARM (2023)
Janki Bhimani, Zhengyu Yang, Jingpei Yang, Adnan Maruf, Ningfang Mi, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan
Automatic Stream Identification to Improve Flash Endurance in Data Centers. ACM Trans. Storage 18 (2) (2022)
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, Ningfang Mi
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. IEEE Trans. Big Data 8 (2) (2022)
Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble. IJCAI (2022)
Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble. CoRR (2022)
George Rosario Jagadeesh, Jielin Yang, Kien Ming Ng, Kim Leng Poh, Zhengyu Yang, Teck-Hou Teng, Zhibing Zhuo
A Computationally Efficient Formulation for Traffic Signal Timing Optimization of an Isolated Intersection. CoDIT (2022)
Minghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu
Curriculum Offline Imitating Learning. NeurIPS (2021)
Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision. CoRR (2021)
Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand, Janki Bhimani
Understanding Flash-Based Storage I/O Behavior of Games. CLOUD (2021)
Zhengyu Yang, Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng
New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment. IEEE Trans. Cloud Comput. 9 (2) (2021)
Weinan Zhang, Zhengyu Yang, Jian Shen, Minghuan Liu, Yimin Huang, Xing Zhang, Ruiming Tang, Zhenguo Li
Learning to Build High-Fidelity and Robust Environment Models. ECML/PKDD (1) (2021)
Minghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu
Curriculum Offline Imitation Learning. CoRR (2021)
Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification. CoRR (2021)
Ye Chen, Hongchun Shu, Wenjiao Xu, Zhengyu Yang, Zhihu Hong, Mingshuai Dong
Transformer text recognition with deep learning algorithm. Comput. Commun. 178 (2021)
Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification. CVPR (2021)
Jian Shen, Mingcheng Chen, Zhicheng Zhang, Zhengyu Yang, Weinan Zhang, Yong Yu
Model-Based Offline Policy Optimization with Distribution Correcting Regularization. ECML/PKDD (1) (2021)
Harish Dattatraya Dixit, Fan Fred Lin, Bill Holland, Matt Beadon, Zhengyu Yang, Sriram Sankar
Optimizing Interrupt Handling Performance for Memory Failures in Large Scale Data Centers. ICPE (2020)
Zhengyu Yang, Jian Shen, Yunfei Liu, Yang Yang, Weinan Zhang, Yong Yu
TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition. SIGIR (2020)
Qinghai Jiang, Kai Wu, Yu Sun, Xin Xie, Zhengyu Yang
A discrete packing model of granular material confined in a vertical column. Int. J. Comput. Sci. Math. 11 (3) (2020)
Venkatraman Balasubramanian, Moayad Aloqaily, Olufogorehan Tunde-Onadele, Zhengyu Yang, Martin Reisslein
Reinforcing Cloud Environments via Index Policy for Bursty Workloads. NOMS (2020)
Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Yong Yu
Deep Landscape Forecasting for Real-time Bidding Advertising. CoRR (2019)
Juncai Xu, Zhenzhong Shen, Song Yang, Xin Xie, Zhengyu Yang
Finite element simulation of prevention thermal cracking in mass concrete. Int. J. Comput. Sci. Math. 10 (4) (2019)
Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Joseph J. Lim
To Follow or not to Follow: Selective Imitation Learning from Observations. CoRR (2019)
Hua Yan, Zhengyu Yang, Fei Ding, Shijie Xu, Dengyin Zhang
Design of a Peristaltic Pump Driven by Pneumatic Artificial Muscles. ICAIS (3) (2019)
Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu
Deep Recurrent Survival Analysis. AAAI (2019)
Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Joseph J. Lim
To Follow or not to Follow: Selective Imitation Learning from Observations. CoRL (2019)
Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang
New Performance Modeling Methods for Parallel Data Processing Applications. ACM Trans. Model. Comput. Simul. 29 (3) (2019)
Youngwoon Lee, Edward S. Hu, Zhengyu Yang, Alex Yin, Joseph J. Lim
IKEA Furniture Assembly Environment for Long-Horizon Complex Manipulation Tasks. CoRR (2019)
Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Yong Yu
Deep Landscape Forecasting for Real-time Bidding Advertising. KDD (2019)
Zhengyu Yang, Janki Bhimani, Yi Yao, Cho-Hsien Lin, Jiayin Wang, Ningfang Mi, Bo Sheng
AutoAdmin: Automatic and Dynamic Resource Reservation Admission Control in Hadoop YARN Clusters. Scalable Comput. Pract. Exp. 19 (1) (2018)
Zhengyu Yang, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. CoRR (2018)
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, Ningfang Mi
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. CoRR (2018)
Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu
Deep Recurrent Survival Analysis. CoRR (2018)
Zhengyu Yang, Yufeng Wang, Janki Bhimani, Chiu C. Tan, Ningfang Mi
EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems. Clust. Comput. 21 (3) (2018)
Zhengyu Yang, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. IEEE CLOUD (2018)
Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson
AutoTiering: Automatic Data Placement Manager in Multi-Tier All-Flash Datacenter. CoRR (2018)
Janki Bhimani, Ningfang Mi, Zhengyu Yang, Jingpei Yang, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan
FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs. IEEE CLOUD (2018)
Janki Bhimani, Zhengyu Yang, Ningfang Mi, Jingpei Yang, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan
Docker Container Scheduler for I/O Intensive Applications Running on NVMe SSDs. IEEE Trans. Multi Scale Comput. Syst. 4 (3) (2018)
Zhengyu Yang, Morteza Hoseinzadeh, Ping Wong, John Artoux, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson
H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment. IPCCC (2017)
Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang
FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications. CLOUD (2017)
Jianzhe Tai, Deng Liu, Zhengyu Yang, Xiaoyun Zhu, Jack Lo, Ningfang Mi
Improving Flash Resource Utilization at Minimal Management Cost in Virtualized Flash-Based Storage Systems. IEEE Trans. Cloud Comput. 5 (3) (2017)
Juncai Xu, Zhenzhong Shen, Qingwen Ren, Xin Xie, Zhengyu Yang
Geometric Semantic Genetic Programming Algorithm and Slump Prediction. CoRR (2017)
Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi
Accelerating big data applications using lightweight virtualization framework on enterprise cloud. HPEC (2017)
Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi
Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles. IPCCC (2017)
Han Gao, Zhengyu Yang, Janki Bhimani, Teng Wang, Jiayin Wang, Bo Sheng, Ningfang Mi
AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks. ICCCN (2017)
Juncai Xu, Zhenzhong Shen, Qingwen Ren, Xin Xie, Zhengyu Yang
Slope Stability Analysis with Geometric Semantic Genetic Programming. CoRR (2017)
Juncai Xu, Weidong Zhang, Qingwen Ren, Xin Xie, Zhengyu Yang
SSE Lossless Compression Method for the Text of the Insignificance of the Lines Order. CoRR (2017)
Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, N. H. V. Krishna Giri, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan
Enhancing SSDs with multi-stream: What? why? how? IPCCC (2017)
Yaying Zhang, Wei Qiang, Zhengyu Yang
A New Traffic Signal Control Method Based on Hybrid Colored Petri Net in Isolated Intersections. Int. J. Intell. Transp. Syst. Res. 15 (2) (2017)
Teng Wang, Jiayin Wang, Son Nam Nguyen, Zhengyu Yang, Ningfang Mi, Bo Sheng
EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters. ICCCN (2017)
Zhengyu Yang, Janki Bhimani, Jiayin Wang, David Thomas Evans, Ningfang Mi
Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems. Scalable Comput. Pract. Exp. 18 (4) (2017)
Jiayin Wang, Teng Wang, Zhengyu Yang, Ying Mao, Ningfang Mi, Bo Sheng
SEINA: A stealthy and effective internal attack in Hadoop systems. ICNC (2017)
Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson
AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter. IPCCC (2017)
Zhengyu Yang, Jiayin Wang, David Thomas Evans, Ningfang Mi
AutoReplica: Automatic data replica manager in distributed caching and data processing systems. IPCCC (2016)
Zhengyu Yang, Jianzhe Tai, Janki Bhimani, Jiayin Wang, Ningfang Mi, Bo Sheng
GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads. IPCCC (2016)
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Ningfang Mi
A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters. CloudCom (2016)
Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan
Understanding performance of I/O intensive containerized applications for NVMe SSDs. IPCCC (2016)
Jiayin Wang, Teng Wang, Zhengyu Yang, Ningfang Mi, Bo Sheng
eSplash: Efficient speculation in large scale heterogeneous computing systems. IPCCC (2016)
Jake Roemer, Mark Groman, Zhengyu Yang, Yufeng Wang, Chiu C. Tan, Ningfang Mi
Improving Virtual Machine Migration via Deduplication. MASS (2014)