Zhiyuan Yao

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Naive Bayes Classifier

Encoding Scheme

Reinforcement Learning

Distributed Systems

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR (2024)
Yangyang Yu, Zhiyuan Yao, Haohang Li, Zhiyang Deng, Yupeng Cao, Zhi Chen, Jordan W. Suchow, Rong Liu, Zhenyu Cui, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, Qianqian Xie
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making. CoRR (2024)
Dayu Tan, Zhiyuan Yao, Xin Peng, Haiping Ma, Yike Dai, Yansen Su, Weimin Zhong
Multi-Level Medical Image Segmentation Network Based on Multi-Scale and Context Information Fusion Strategy. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Zhiyuan Yao, Ionut Florescu, Chihoon Lee
Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach. ICAPS (2024)
Emanuele Mengoli, Zhiyuan Yao, Wutao Wei
Develop End-to-End Anomaly Detection System. CoRR (2024)
Zhiyuan Yao, Ionut Florescu, Chihoon Lee
Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach. CoRR (2024)
Xuefei Cui, Zhaocai Wang, Nannan Xu, Junhao Wu, Zhiyuan Yao
A secondary modal decomposition ensemble deep learning model for groundwater level prediction using multi-data. Environ. Model. Softw. 175 (2024)
Zhiyuan Yao, Zheng Li, Matthew Thomas, Ionut Florescu
Reinforcement Learning in Agent-Based Market Simulation: Unveiling Realistic Stylized Facts and Behavior. CoRR (2024)
Yupeng Cao, Zhiyuan Yao, Zhi Chen, Zhiyang Deng
CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications. CoRR (2024)
Emanuele Mengoli, Zhiyuan Yao, Wutao Wei, Thomas H. Clausen
Develop End-to-End Anomaly Detection System. ICDM (Workshops) (2023)
Yao Zhao, Sophine Zhang, Zhiyuan Yao
A Hybrid Approach for Smart Alert Generation. CoRR (2023)
Zhiyuan Yao, Zihan Ding
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game. NeurIPS (2022)
Juan Yao, Ce Wang, Zhiyuan Yao, Hui Zhai
Noise enhanced neural networks for analytic continuation. Mach. Learn. Sci. Technol. 3 (2) (2022)
Zhiyuan Yao, Tianyu Shi, Site Li, Yiting Xie, Yuanyuan Qin, Xiongjie Xie, Huan Lu, Yan Zhang
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation. CoRR (2022)
Zhiyuan Yao, Yoann Desmouceaux, Juan Antonio Cordero Fuertes, Mark Townsley, Thomas H. Clausen
Efficient Data-Driven Network Functions. MASCOTS (2022)
Zhiyuan Yao, Yoann Desmouceaux, Juan Antonio Cordero Fuertes, Mark Townsley, Thomas H. Clausen
Aquarius - Enable Fast, Scalable, Data-Driven Service Management in the Cloud. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Xingyu Fu, Yingyue Chen, Zhiyuan Yao, Yumin Chen, Nianfeng Zeng
A Naive Bayes Classifier Based on Neighborhood Granulation. IJCRS (2022)
Zhiyuan Yao, Zihan Ding, Thomas H. Clausen
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center. CoRR (2022)
Zhiyuan Yao, Zihan Ding, Thomas H. Clausen
Multi-Agent Reinforcement Learning for Network Load Balancing in Data Center. CIKM (2022)
Zhiyuan Yao, Lei Nie, Zhenhuan He
A genetic algorithm for heterogeneous high-speed railway timetabling with dense traffic: The train-sequence matrix encoding scheme. J. Rail Transp. Plan. Manag. 23 (2022)
Zhiyuan Yao, Yoann Desmouceaux, Juan Antonio Cordero Fuertes, Mark Townsley, Thomas H. Clausen
HLB: Toward Load-Aware Load Balancing. IEEE/ACM Trans. Netw. 30 (6) (2022)
Zhiyuan Yao, Yoann Desmouceaux, Juan Antonio Cordero Fuertes, Mark Townsley, Thomas Heide Clausen
Efficient Data-Driven Network Functions. CoRR (2022)
Zhiyuan Yao, Zihan Ding
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game. CoRR (2022)
Zhiyuan Yao, Tianyu Shi, Site Li, Yiting Xie, Yuanyuan Qin, Xiongjie Xie, Huan Lu, Yan Zhang
Towards Modern Card Games with Large-Scale Action Spaces Through Action Representation. CoG (2022)
Zhiyuan Yao, Changjoo Kim
Analyzing the multiscale patterns of jobs-housing balance and employment self-containment by different income groups using LEHD data: A case study in Cincinnati metropolitan area. Comput. Environ. Urban Syst. 96 (2022)
Carmine Rizzi, Zhiyuan Yao, Yoann Desmouceaux, Mark Townsley, Thomas H. Clausen
Charon: Load-Aware Load-Balancing in P4. CNSM (2021)
Zhiyuan Yao, Zihan Ding, Thomas Heide Clausen
Reinforced Workload Distribution Fairness. CoRR (2021)
Carmine Rizzi, Zhiyuan Yao, Yoann Desmouceaux, Mark Townsley, Thomas Heide Clausen
Charon: Load-Aware Load-Balancing in P4. CoRR (2021)
Zhiyuan Yao, Yoann Desmouceaux, Mark Townsley, Thomas Heide Clausen
Towards Intelligent Load Balancing in Data Centers. CoRR (2021)
Ran-Ran Geng, Zhiyuan Yao, Qianwei Fu
Output characteristic analysis of a 3-DOF spatial parallel micromanipulator. URAI (2016)
Zhiyuan Yao, Qianwei Fu, Ranran Geng, Yue Jian, Zhen Liu
Development and applications of linear ultrasonic motors. URAI (2016)
Ran-Ran Geng, Zhiyuan Yao, James K. Mills
LUM-driven micromanipulator for cell wall perforation. Int. J. Mechatronics Autom. 5 (2/3) (2015)
Zhiyuan Yao, Nael H. El-Farra
Networked controller design and analysis for uncertain distributed processes with measurement and actuation error. CDC (2014)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining visual customer segmentation and response modeling. Neural Comput. Appl. 25 (1) (2014)
Zhiyuan Yao, Nael H. El-Farra
Data-driven actuator fault identification and accommodation in networked control of spatially-distributed systems. ACC (2014)
Annika H. Holmbom, Peter Sarlin, Zhiyuan Yao, Tomas Eklund, Barbro Back
Visual Data-Driven Profiling of Green Consumers. IV (2013)
Peter Sarlin, Zhiyuan Yao
Clustering of the Self-Organizing Time Map. Neurocomputing 121 (2013)
Zhiyuan Yao, Nael H. El-Farra
Resource-aware model predictive control of spatially distributed processes using event-triggered communication. CDC (2013)
Zhiyuan Yao, Ye Hu, Nael H. El-Farra
Networked model predictive control of spatially distributed processes. ACC (2013)
Peter Sarlin, Zhiyuan Yao, Tomas Eklund
A Framework for State Transitions on the Self-Organizing Map: some Temporal Financial Applications. Intell. Syst. Account. Finance Manag. 19 (3) (2012)
Peter Sarlin, Zhiyuan Yao, Tomas Eklund
Probabilistic Modeling of State Transitions on the Self-Organizing Map: Some Temporal Financial Applications. HICSS (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Temporal Customer Segmentation Using the Self-organizing Time Map. IV (2012)
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back
Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. ICDM (2012)
Zhiyuan Yao, Peter Sarlin, Tomas Eklund, Barbro Back
Combining Visual Customer Segmentation and Response Modeling. ECIS (2012)
Hongyan Liu, Zhiyuan Yao, Tomas Eklund, Barbro Back
From Smart Meter Data to Pricing Intelligence - Visual Data Mining towards Real-Time BI. AMCIS (2012)
Zhiyuan Yao, Nael H. El-Farra
A predictor-corrector approach for multi-rate sampled-data control of spatially distributed systems. CDC (2012)
Zhiyuan Yao, Nael H. El-Farra
Model-based networked control of spatially distributed systems with measurement delays. ACC (2012)
Zhiyuan Yao, Nael H. El-Farra
Robust fault detection and reconfiguration in sampled-data uncertain distributed processes. CDC/ECC (2011)
Zhiyuan Yao, Nael H. El-Farra
Robust stabilization of sampled-data distributed processes using a dynamic sensor-controller communication logic. ACC (2011)
Zhiyuan Yao, Tomas Eklund, Barbro Back
Using SOM-Ward Clustering and Predictive Analytics for Conducting Customer Segmentation. ICDM Workshops (2010)
Zhiyuan Yao, Nael H. El-Farra
Networked control of spatially distributed processes using an adaptive communication policy. CDC (2010)
Zhiyuan Yao, Yulei Sun, Nael H. El-Farra
Resource-aware scheduled control of distributed process systems over wireless sensor networks. ACC (2010)
Zhiyuan Yao, Annika H. Holmbom, Tomas Eklund, Barbro Back
Combining Unsupervised and Supervised Data Mining Techniques for Conducting Customer Portfolio Analysis. ICDM (2010)