Integration and exchange method of multi-source heterogeneous big data for intelligent power distribution and utilization. - Gang Xu; Shunyu Wu; Pengfei Xie (ICCIP, 2016)

Adaptive Optimal Control of Nonlinear Systems with Multiple Time-Scale Eligibility Traces. - Jun Rao; Jingcheng Wang; Jiahui Xu; Shunyu Wu (CDC, 2023)

Knowledge-based Bi-correction model for achieving effective lag-free characteristic on daily urban water demand forecasting. - Shunyu Wu; Jingcheng Wang; Haotian Xu 001; Shangwei Zhao; Jiahui Xu (Expert Syst. Appl., 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)

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., 2024)

CritiCoder: An End-to-End Uncertain Regression Network for Robust Macroscopic Pressure Models in Water Distribution Systems. - Shunyu Wu; Jingcheng Wang; Haotian Xu 001; Shangwei Zhao; Jiahui Xu (IEEE Trans. Comput. Soc. Syst., 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., 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., 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., 2024)

Cyber-Attack Detection and Localization for SCADA system of CPSs. - Dan Li 016; Junnan Tang; Shunyu Wu; Zibin Zheng; See-Kiong Ng (Forge@ICSE, 2025)

BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction. - Zekai Zhang; Dan Li 016; Shunyu Wu; Junya Cai; Bo Zhang 022; See-Kiong Ng; Zibin Zheng (CoRR, 2025)

Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision. - Jiahui Zhou; Dan Li 016; Lin Li; Zhuomin Chen; Shunyu Wu; Haozheng Ye; Jian Lou; Costas J. Spanos (CoRR, 2025)

TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment. - Shunyu Wu; Dan Li 016; Haozheng Ye; Zhuomin Chen; Jiahui Zhou; Jian Lou; Zibin Zheng; See-Kiong Ng (CoRR, 2025)