Shunyu Wu

According to our database, Shunyu Wu authored at least 14 papers between 2016 and 2025.

Collaborative distances:

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

2025

Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting.

Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng

CoRR, August, 2025

TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment.

Shunyu Wu, Dan Li, Haozheng Ye, Zhuomin Chen, Jiahui Zhou, Jian Lou, Zibin Zheng, See-Kiong Ng

CoRR, June, 2025

Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision.

Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos

CoRR, June, 2025

BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction.

Zekai Zhang, Dan Li, Shunyu Wu, Junya Cai, Bo Zhang, See-Kiong Ng, Zibin Zheng

CoRR, March, 2025

Cyber-Attack Detection and Localization for SCADA system of CPSs.

Dan Li, Junnan Tang, Shunyu Wu, Zibin Zheng, See-Kiong Ng

Proceedings of the IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering, 2025

2024

A Novel Series-Concatenation Hybrid Prediction Model of Energy Consumption in Hot Strip Roughing Process With Multi-Step Rolling.

Yanjiu Zhong, Jingcheng Wang, Jun Rao, Jiahui Xu, Shunyu Wu

IEEE Trans Autom. Sci. Eng., July, 2024

Parallel Cross Entropy Policy Gradient Adaptive Dynamic Programming for Optimal Tracking Control of Discrete-Time Nonlinear Systems.

Jiahui Xu, Jingcheng Wang, Jun Rao, Yanjiu Zhong, Shunyu Wu, Qifang Sun

IEEE Trans. Syst. Man Cybern. Syst., June, 2024

Reinforcement Learning Controller Design for Discrete-Time-Constrained Nonlinear Systems With Weight Initialization Method.

Jiahui Xu, Jingcheng Wang, Yanjiu Zhong, Jun Rao, Shunyu Wu

IEEE Trans. Syst. Man Cybern. Syst., April, 2024

CritiCoder: An End-to-End Uncertain Regression Network for Robust Macroscopic Pressure Models in Water Distribution Systems.

Shunyu Wu, Jingcheng Wang, Haotian Xu, Shangwei Zhao, Jiahui Xu

IEEE Trans. Comput. Soc. Syst., April, 2024

Prediction of Energy Consumption in Horizontal Roughing Process of Hot Rolling Strip Based on TDADE Algorithm.

Yanjiu Zhong, Jingcheng Wang, Jiahui Xu, Shunyu Wu, Jun Rao, Kangbo Dang

IEEE Trans Autom. Sci. Eng., January, 2024

Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems With Trajectory-Based Initial Control Policy.

Jiahui Xu, Jingcheng Wang, Jun Rao, Shunyu Wu, Yanjiu Zhong

IEEE Trans. Syst. Man Cybern. Syst., 2024

Knowledge-based Bi-correction model for achieving effective lag-free characteristic on daily urban water demand forecasting.

Shunyu Wu, Jingcheng Wang, Haotian Xu, Shangwei Zhao, Jiahui Xu

Expert Syst. Appl., 2024

2023

Adaptive Optimal Control of Nonlinear Systems with Multiple Time-Scale Eligibility Traces.

Jun Rao, Jingcheng Wang, Jiahui Xu, Shunyu Wu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2016

Integration and exchange method of multi-source heterogeneous big data for intelligent power distribution and utilization.

Gang Xu, Shunyu Wu, Pengfei Xie

Proceedings of the 2nd International Conference on Communication and Information Processing, 2016