Energy efficient ant colony algorithms for data aggregation in wireless sensor networks. - Chi Lin 001; Guowei Wu; Feng Xia 001; Mingchu Li; Lin Yao 001; Zhongyi Pei (J. Comput. Syst. Sci., 2012)

Multi-Adversarial Domain Adaptation. - Zhongyi Pei; Zhangjie Cao; Mingsheng Long; Jianmin Wang 001 (AAAI, 2018)

Requirements Engineering for Machine Learning: A Review and Reflection. - Zhongyi Pei; Lin Liu 001; Chen Wang 018; Jianmin Wang 001 (RE Workshops, 2022)

A unified out-of-distribution detection framework for trustworthy prognostics and health management in renewable energy systems. - Wenzhen Xie; Te Han; Zhongyi Pei; Min Xie (Eng. Appl. Artif. Intell., 2023)

Semi-supervised adversarial discriminative learning approach for intelligent fault diagnosis of wind turbine. - Te Han; Wenzhen Xie; Zhongyi Pei (Inf. Sci., 2023)

BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. - Zhongyi Pei; Zhiyao Cen; Yipeng Huang 006; Chen Wang 018; Lin Liu 001; Philip S. Yu; Mingsheng Long; Jianmin Wang 001 (KDD, 2024)

Impute4TSC: Evaluating Missing Value Imputation Methods for Time Series Classification. - Xiaoou Ding; Cong Peng; Muyun Zhou; Hongzhi Wang; Zhongyi Pei; Chen Wang; Jianmin Wang (ICDEW, 2025)

TimesBERT: A BERT-Style Foundation Model for Time Series Understanding. - Haoran Zhang; Yong Liu; Yunzhong Qiu; Haixuan Liu; Zhongyi Pei; Jianmin Wang 001; Mingsheng Long (CoRR, 2025)