Runyu Zhang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 50

Top Topics

Reinforcement Learning

Nonnegative Matrix Factorization

Top Venues

Future Gener. Comput. Syst.

IEEE Trans. Computers

Publications

Runyu Zhang, Yingjian Liu, Thomas Zheng, Sarah Eddin, Steven Nolet, Yi-Ling Liang, Shaghayegh Rezazadeh, Joseph Wilson, Hongbing Lu, Dong Qian
A fast spatio-temporal temperature predictor for vacuum assisted resin infusion molding process based on deep machine learning modeling. J. Intell. Manuf. 35 (4) (2024)
Runyu Zhang, Haitong Ma, Na Li
Multi-agent coverage control with transient behavior consideration. L4DC (2024)
Runyu Zhang, Yang Hu, Na Li
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity. ICLR (2024)
Zhiwang Yu, Chaoshu Yang, Runyu Zhang, Pengpeng Tian, Xianyu He, Lening Zhou, Hui Li, Duo Liu
Wear-leveling-aware buddy-like memory allocator for persistent memory file systems. Future Gener. Comput. Syst. 150 (2024)
Runyu Zhang, Jeff S. Shamma, Na Li
Equilibrium Selection for Multi-agent Reinforcement Learning: A Unified Framework. CoRR (2024)
Johan Olsson, Runyu Zhang, Emma Tegling, Na Li
Scalable Reinforcement Learning for Linear-Quadratic Control of Networks. CoRR (2024)
Runyu Zhang, Jian Tang, Heng Xia, Xiaotong Pan, Wen Yu, Junfei Qiao
CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimization. Neural Comput. Appl. 36 (10) (2024)
Tianzheng Wang, Jian Tang, Heng Xia, Loai Aljerf, Runyu Zhang, Hao Tian, Mulugeta Legesse Akele
Intelligent optimal control of furnace temperature for the municipal solid waste incineration process using multi-loop controller and particle swarm optimization. Expert Syst. Appl. 257 (2024)
Xianyu He, Runyu Zhang, Pengpeng Tian, Lening Zhou, Min Lian, Chaoshu Yang
WOPE: A write-optimized and parallel-efficient B+-tree for persistent memory. J. Syst. Archit. 153 (2024)
Phevos Paschalidis, Runyu Zhang, Na Li
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis. CoRR (2024)
Heng Xia, Jian Tang, Runyu Zhang
Online Soft Sensing of Dioxin Emission Based on Fast Tree BLS and Robust PCA. SSCI (2023)
Zhiwang Yu, Runyu Zhang, Chaoshu Yang, Shun Nie, Duo Liu
An efficient wear-leveling-aware multi-grained allocator for persistent memory file systems. Frontiers Inf. Technol. Electron. Eng. 24 (5) (2023)
Runyu Zhang, Yuyang Zhang, Rohit Konda, Bryce L. Ferguson, Jason R. Marden, Na Li
Markov Games with Decoupled Dynamics: Price of Anarchy and Sample Complexity. CoRR (2023)
Runyu Zhang, Weiyu Li, Na Li
On the Optimal Control of Network LQR with Spatially-Exponential Decaying Structure. ACC (2023)
Xianyu He, Runyu Zhang, Pengpeng Tian, Lening Zhou, Min Lian, Chaoshu Yang
-tree with Aligned Flush and Selective Migration. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yuyang Zhang, Runyu Zhang, Yuantao Gu, Na Li
Multi-Agent Reinforcement Learning with Reward Delays. L4DC (2023)
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling. CoRR (2023)
Runyu Zhang, Yuyang Zhang, Rohit Konda, Bryce R. Ferguson, Jason R. Marden, Na Li
Markov Games with Decoupled Dynamics: Price of Anarchy and Sample Complexity. CDC (2023)
Runyu Zhang, Yang Hu, Na Li
Regularized Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity. CoRR (2023)
Runyu Zhang, Jian Tang, Heng Xia
Carbon Monoxide Emission Prediction Based on Concept Drift Detection Using KPCA for Municipal Solid Waste Incineration Processes. SSCI (2023)
Runyu Zhang, Duo Liu, Chaoshu Yang, Xianzhang Chen, Lei Qiao, Yujuan Tan
Optimizing CoW-based File Systems on Open-Channel SSDs with Persistent Memory. DATE (2022)
Yuyang Zhang, Runyu Zhang, Gen Li, Yuantao Gu, Na Li
Multi-Agent Reinforcement Learning with Reward Delays. CoRR (2022)
Runyu Zhang, Duo Liu, Xianzhang Chen, Xiongxiong She, Chaoshu Yang, Yujuan Tan, Zhaoyan Shen, Zili Shao, Lei Qiao
ELOFS: An Extensible Low-Overhead Flash File System for Resource-Scarce Embedded Devices. IEEE Trans. Computers 71 (9) (2022)
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai
Policy Optimization for Markov Games: Unified Framework and Faster Convergence. CoRR (2022)
Runyu Zhang, Qinghua Liu, Huan Wang, Caiming Xiong, Na Li, Yu Bai
Policy Optimization for Markov Games: Unified Framework and Faster Convergence. NeurIPS (2022)
Renping Liu, Duo Liu, Xianzhang Chen, Yujuan Tan, Runyu Zhang, Liang Liang
Self-Adapting Channel Allocation for Multiple Tenants Sharing SSD Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (2) (2022)
Runyu Zhang, Jincheng Mei, Bo Dai, Dale Schuurmans, Na Li
On the Effect of Log-Barrier Regularization in Decentralized Softmax Gradient Play in Multiagent Systems. CoRR (2022)
Chaoshu Yang, Zhiwang Yu, Runyu Zhang, Shun Nie, Hui Li, Xianzhang Chen, Linbo Long, Duo Liu
Efficient persistent memory file systems using virtual superpages with multi-level allocator. J. Syst. Archit. 130 (2022)
Runyu Zhang, Jincheng Mei, Bo Dai, Dale Schuurmans, Na Li
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games. NeurIPS (2022)
Yingying Li, Yujie Tang, Runyu Zhang, Na Li
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach. IEEE Trans. Autom. Control. 67 (12) (2022)
Yipeng Li, Wen Cao, Wenbing Chang, Shenghan Zhou, Runyu Zhang
An XGBoost risk prediction model of cardiovascular and cerebrovascular diseases with plateau healthcare dataset. AISS (2022)
Runyu Zhang, Yingying Li, Na Li
On the Regret Analysis of Online LQR Control with Predictions. ACC (2021)
Runyu Zhang, Zhaolin Ren, Na Li
Gradient Play in Multi-Agent Markov Stochastic Games: Stationary Points and Convergence. CoRR (2021)
Runyu Zhang, Duo Liu, Zhaoyan Shen, Xiongxiong She, Chaoshu Yang, Xianzhang Chen, Yujuan Tan, Chengliang Wang
Bridging Mismatched Granularity Between Embedded File Systems and Flash Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
Yingying Li, Yujie Tang, Runyu Zhang, Na Li
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach. L4DC (2020)
Chaoshu Yang, Duo Liu, Runyu Zhang, Xianzhang Chen, Shun Nie, Fengshun Wang, Qingfeng Zhuge, Edwin H.-M. Sha
Efficient Multi-Grained Wear Leveling for Inodes of Persistent Memory File Systems. DAC (2020)
Runyu Zhang, Duo Liu, Xianzhang Chen, Xiongxiong She, Chaoshu Yang, Yujuan Tan, Zhaoyan Shen, Zili Shao
LOFFS: A Low-Overhead File System for Large Flash Memory on Embedded Devices. DAC (2020)
Chaoshu Yang, Qingfeng Zhuge, Xianzhang Chen, Edwin H.-M. Sha, Duo Liu, Runyu Zhang
Optimizing synchronization mechanism for block-based file systems using persistent memory. Future Gener. Comput. Syst. 111 (2020)
Wenbin Wang, Chaoshu Yang, Runyu Zhang, Shun Nie, Xianzhang Chen, Duo Liu
Themis: Malicious Wear Detection and Defense for Persistent Memory File Systems. ICPADS (2020)
Zhulin Ma, Edwin H.-M. Sha, Qingfeng Zhuge, Weiwen Jiang, Runyu Zhang, Shouzhen Gu
Towards the design of efficient hash-based indexing scheme for growing databases on non-volatile memory. Future Gener. Comput. Syst. 105 (2020)
Jiaqi Dong, Runyu Zhang, Chaoshu Yang, Yujuan Tan, Duo Liu
An Efficient and Wear-Leveling-Aware Frequent-Pattern Mining on Non-Volatile Memory. CoRR (2020)
Chaoshu Yang, Duo Liu, Runyu Zhang, Xianzhang Chen, Shun Nie, Qingfeng Zhuge, Edwin H.-M. Sha
Optimizing Performance of Persistent Memory File Systems using Virtual Superpages. DATE (2020)
Renping Liu, Xianzhang Chen, Duo Liu, Yingjian Ling, Weilue Wang, Yujuan Tan, Chunhua Xiao, Chaoshu Yang, Runyu Zhang, Liang Liang
Separable Binary Convolutional Neural Network on Embedded Systems. IEEE Trans. Computers 69 (10) (2020)
Renping Liu, Xianzhang Chen, Yujuan Tan, Runyu Zhang, Liang Liang, Duo Liu
SSDKeeper: Self-Adapting Channel Allocation to Improve the Performance of SSD Devices. IPDPS (2020)
Shun Nie, Chaoshu Yang, Runyu Zhang, Wenbin Wang, Duo Liu, Xianzhang Chen
WMAlloc: A Wear-Leveling-Aware Multi-Grained Allocator for Persistent Memory File Systems. ICPADS (2020)
Yingying Li, Yujie Tang, Runyu Zhang, Na Li
Distributed Reinforcement Learning for Decentralized Linear Quadratic Control: A Derivative-Free Policy Optimization Approach. CoRR (2019)
Chaoshu Yang, Duo Liu, Xianzhang Chen, Runyu Zhang, Wenbin Wang, Moming Duan, Yujuan Tan
Reducing Write Amplification for Inodes of Journaling File System using Persistent Memory. DATE (2019)
Runyu Zhang, Chaoshu Yang
Reconstruct the Directories for In-Memory File Systems. CoRR (2019)
Edwin Hsing-Mean Sha, Weiwen Jiang, Hailiang Dong, Zhulin Ma, Runyu Zhang, Xianzhang Chen, Qingfeng Zhuge
Towards the Design of Efficient and Consistent Index Structure with Minimal Write Activities for Non-Volatile Memory. IEEE Trans. Computers 67 (3) (2018)
Hailiang Dong, Edwin Hsing-Mean Sha, Weiwen Jiang, Xianzhang Chen, Runyu Zhang, Qingfeng Zhuge
Towards the design of optimal range assignment for elevator groups under fluctuant traffic loads. RTCSA (2017)