Zhongyi Pei - RankMe

21 papers A* 3Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models. CoRR Yunzhong Qiu, Zhiyao Cen, Zhongyi Pei, Chen Wang, Jianmin Wang
2026	J	`jnl`	Aura: Universal Multi-dimensional Exogenous Integration for Aviation Time Series. CoRR Jiafeng Lin, Mengren Zheng, Simeng Ye, Yuxuan Wang, Huan Zhang, Yuhui Liu, Zhongyi Pei, Jianmin Wang
2026	J	`jnl`	BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. CoRR Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long
2026	J	`jnl`	Boosting AI Reliability with an FSM-Driven Streaming Inference Pipeline: An Industrial Case. CoRR Yutian Zhang, Zhongyi Pei, Yi Mao, Chen Wang, Lin Liu, Jianmin Wang
2026	J	`jnl`	DualWeaver: Synergistic Feature Weaving Surrogates for Multivariate Forecasting with Univariate Time Series Foundation Models. CoRR Jinpeng Li, Zhongyi Pei, Huaze Xue, Bojian Zheng, Chen Wang, Jianmin Wang
2026	J	`jnl`	Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting. CoRR Yunzhong Qiu, Binzhu Li, Hao Wei, Shenglin Weng, Chen Wang, Zhongyi Pei, Mingsheng Long, Jianmin Wang
2026	J	`jnl`	Retrieval-Augmented Generation with Covariate Time Series. CoRR Kenny Ye Liang, Zhongyi Pei, Huan Zhang, Yuhui Liu, Shaoxu Song, Jianmin Wang
2026	J	`jnl`	Thoth: Mid-Training Bridges LLMs to Time Series Understanding. CoRR Jiafeng Lin, Yuxuan Wang, Jialong Wu, Huakun Luo, Zhongyi Pei, Jianmin Wang
2026	J	`jnl`	TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts. CoRR Jiafeng Lin, Yuxuan Wang, Huakun Luo, Zhongyi Pei, Jianmin Wang
2025	—	`conf`	Impute4TSC: Evaluating Missing Value Imputation Methods for Time Series Classification. ICDEW Xiaoou Ding, Cong Peng, Muyun Zhou, Hongzhi Wang, Zhongyi Pei, Chen Wang, Jianmin Wang
2025	A*	`conf`	TimesBERT: A BERT-Style Foundation Model for Time Series Understanding. ACM Multimedia Haoran Zhang, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long
2025	J	`jnl`	TimesBERT: A BERT-Style Foundation Model for Time Series Understanding. CoRR Haoran Zhang, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long
2024	A*	`conf`	BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. KDD Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long, Jianmin Wang
2023	J	`jnl`	A unified out-of-distribution detection framework for trustworthy prognostics and health management in renewable energy systems. Eng. Appl. Artif. Intell. Wenzhen Xie, Te Han, Zhongyi Pei, Min Xie
2023	J	`jnl`	Semi-supervised adversarial discriminative learning approach for intelligent fault diagnosis of wind turbine. Inf. Sci. Te Han, Wenzhen Xie, Zhongyi Pei
2022	—	`conf`	Requirements Engineering for Machine Learning: A Review and Reflection. RE Workshops Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
2022	J	`jnl`	Requirements Engineering for Machine Learning: A Review and Reflection. CoRR Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang
2018	A*	`conf`	Multi-Adversarial Domain Adaptation. AAAI Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang
2018	J	`jnl`	Multi-Adversarial Domain Adaptation. CoRR Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang
2012	J	`jnl`	Energy Efficient Ant Colony Algorithms for Data Aggregation in Wireless Sensor Networks CoRR Chi Lin, Guowei Wu, Feng Xia, Mingchu Li, Lin Yao, Zhongyi Pei
2012	J	`jnl`	Energy efficient ant colony algorithms for data aggregation in wireless sensor networks. J. Comput. Syst. Sci. Chi Lin, Guowei Wu, Feng Xia, Mingchu Li, Lin Yao, Zhongyi Pei