Model predictive control for systems with stochastic multiplicative uncertainty and probabilistic constraints. - Mark Cannon; Basil Kouvaritakis; Xingjian Wu (Autom., 2009)

Probabilistic Constrained MPC for Multiplicative and Additive Stochastic Uncertainty. - Mark Cannon; Basil Kouvaritakis; Xingjian Wu (IEEE Trans. Autom. Control., 2009)

Comparative Analysis of Learning-Based Methods for Transient Stability Assessment. - Xingjian Wu; Xiaoting Wang; Xiaozhe Wang; Peter E. Caines; Jingyu Liu (CoRR, 2024)

Flexible Chitosan-Based Capacitive Humidity Sensors for Respiratory Monitoring. - Miaoxin Pan; Jumei Zhou; Shichen Weng; Xingjian Wu (Sensors, 2024)

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. - Xiangfei Qiu; Jilin Hu; Lekui Zhou; Xingjian Wu; Junyang Du; Buang Zhang; Chenjuan Guo; Aoying Zhou; Christian S. Jensen; Zhenli Sheng; Bin Yang 002 (Proc. VLDB Endow., 2024)

AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting. - Xinle Wu; Xingjian Wu; Bin Yang 002; Lekui Zhou; Chenjuan Guo; Xiangfei Qiu; Jilin Hu; Zhenli Sheng; Christian S. Jensen (VLDB J., 2024)

Fully Automated Correlated Time Series Forecasting in Minutes. - Xinle Wu; Xingjian Wu; Dalin Zhang 001; Miao Zhang; Chenjuan Guo; Bin Yang 002; Christian S. Jensen (Proc. VLDB Endow., 2024)

EasyTime: Time Series Forecasting Made Easy. - Xiangfei Qiu; Xiuwen Li; Ruiyang Pang; Zhicheng Pan; Xingjian Wu; Liu Yang; Jilin Hu; Yang Shu 001; Xuesong Lu; Chengcheng Yang; Chenjuan Guo; Aoying Zhou; et al. (ICDE, 2025)

CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching. - Xingjian Wu; Xiangfei Qiu; Zhengyu Li; Yihang Wang 004; Jilin Hu; Chenjuan Guo; Hui Xiong 001; Bin Yang 002 (ICLR, 2025)

DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting. - Xiangfei Qiu; Xingjian Wu; Yan Lin 006; Chenjuan Guo; Jilin Hu; Bin Yang 002 (KDD (1), 2025)

A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective. - Xiangfei Qiu; Hanyin Cheng; Xingjian Wu; Jilin Hu; Chenjuan Guo (CoRR, 2025)

Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline. - Xvyuan Liu; Xiangfei Qiu; Xingjian Wu; Zhengyu Li; Chenjuan Guo; Jilin Hu; Bin Yang 002 (CoRR, 2025)

K2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting. - Xingjian Wu; Xiangfei Qiu; Hongfan Gao; Jilin Hu; Bin Yang 002; Chenjuan Guo (CoRR, 2025)

TAB: Unified Benchmarking of Time Series Anomaly Detection Methods. - Xiangfei Qiu; Zhe Li 011; Wanghui Qiu; Shiyan Hu 004; Lekui Zhou; Xingjian Wu; Zhengyu Li; Chenjuan Guo; Aoying Zhou; Zhenli Sheng; Jilin Hu; Christian S. Jensen; et al. (CoRR, 2025)