Shunyu Wu

19 papers A 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
DRIFT: Diffusion-based Rule-Inferred For Trajectories.
CoRR
Jinyang Zhao, Handong Zheng, Yanjiu Zhong, Qiang Zhang, Yu Kang, Shunyu Wu
2026 J jnl
GEM: Guided Expectation-Maximization for Behavior-Normalized Candidate Action Selection in Offline RL.
CoRR
Haoyu Wang, Jingcheng Wang, Shunyu Wu, Xinwei Xiao
2025 J jnl
BACE-RUL: A Bi-directional Adversarial Network with Covariate Encoding for Machine Remaining Useful Life Prediction.
CoRR
Zekai Zhang, Dan Li, Shunyu Wu, Junya Cai, Bo Zhang, See-Kiong Ng, Zibin Zheng
2025 — conf
Cyber-Attack Detection and Localization for SCADA system of CPSs.
Forge@ICSE
Dan Li, Junnan Tang, Shunyu Wu, Zibin Zheng, See-Kiong Ng
2025 J jnl
End-to-End Stochastic Predict-Then-Optimize for Cost-Efficient Water-Energy Resource Scheduling.
IEEE Trans. Smart Grid
Shunyu Wu, Jingcheng Wang, Haotian Xu, Yanjiu Zhong, Jun Rao
2025 J jnl
Enhancing LLM Reasoning for Time Series Classification by Tailored Thinking and Fused Decision.
CoRR
Jiahui Zhou, Dan Li, Lin Li, Zhuomin Chen, Shunyu Wu, Haozheng Ye, Jian Lou, Costas J. Spanos
2025 A conf
Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting.
CIKM
Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng
2025 J jnl
Integrating Time Series into LLMs via Multi-layer Steerable Embedding Fusion for Enhanced Forecasting.
CoRR
Zhuomin Chen, Dan Li, Jiahui Zhou, Shunyu Wu, Haozheng Ye, Jian Lou, See-Kiong Ng
2025 J jnl
Lightweight Time Series Data Valuation on Time Series Foundation Models via In-Context Finetuning.
CoRR
Shunyu Wu, Tianyue Li, Yixuan Leng, Jingyi Suo, Jian Lou, Dan Li, See-Kiong Ng
2025 J jnl
TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment.
CoRR
Shunyu Wu, Dan Li, Haozheng Ye, Zhuomin Chen, Jiahui Zhou, Jian Lou, Zibin Zheng, See-Kiong Ng
2024 J jnl
A Novel Series-Concatenation Hybrid Prediction Model of Energy Consumption in Hot Strip Roughing Process With Multi-Step Rolling.
IEEE Trans Autom. Sci. Eng.
Yanjiu Zhong, Jingcheng Wang, Jun Rao, Jiahui Xu, Shunyu Wu
2024 J jnl
Adaptive Dynamic Programming for Optimal Control of Discrete-Time Nonlinear Systems With Trajectory-Based Initial Control Policy.
IEEE Trans. Syst. Man Cybern. Syst.
Jiahui Xu, Jingcheng Wang, Jun Rao, Shunyu Wu, Yanjiu Zhong
2024 J jnl
CritiCoder: An End-to-End Uncertain Regression Network for Robust Macroscopic Pressure Models in Water Distribution Systems.
IEEE Trans. Comput. Soc. Syst.
Shunyu Wu, Jingcheng Wang, Haotian Xu, Shangwei Zhao, Jiahui Xu
2024 J jnl
Knowledge-based Bi-correction model for achieving effective lag-free characteristic on daily urban water demand forecasting.
Expert Syst. Appl.
Shunyu Wu, Jingcheng Wang, Haotian Xu, Shangwei Zhao, Jiahui Xu
2024 J jnl
Parallel Cross Entropy Policy Gradient Adaptive Dynamic Programming for Optimal Tracking Control of Discrete-Time Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Jiahui Xu, Jingcheng Wang, Jun Rao, Yanjiu Zhong, Shunyu Wu, Qifang Sun
2024 J jnl
Prediction of Energy Consumption in Horizontal Roughing Process of Hot Rolling Strip Based on TDADE Algorithm.
IEEE Trans Autom. Sci. Eng.
Yanjiu Zhong, Jingcheng Wang, Jiahui Xu, Shunyu Wu, Jun Rao, Kangbo Dang
2024 J jnl
Reinforcement Learning Controller Design for Discrete-Time-Constrained Nonlinear Systems With Weight Initialization Method.
IEEE Trans. Syst. Man Cybern. Syst.
Jiahui Xu, Jingcheng Wang, Yanjiu Zhong, Jun Rao, Shunyu Wu
2023 — conf
Adaptive Optimal Control of Nonlinear Systems with Multiple Time-Scale Eligibility Traces.
CDC
Jun Rao, Jingcheng Wang, Jiahui Xu, Shunyu Wu
2016 — conf
Integration and exchange method of multi-source heterogeneous big data for intelligent power distribution and utilization.
ICCIP
Gang Xu, Shunyu Wu, Pengfei Xie