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2020 – today
- 2026
[i13]Jiafeng Lin, Yuxuan Wang, Huakun Luo, Zhongyi Pei, Jianmin Wang:
TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts. CoRR abs/2602.21693 (2026)- [i12]Jinpeng Li, Zhongyi Pei, Huaze Xue, Bojian Zheng, Chen Wang, Jianmin Wang:
DualWeaver: Synergistic Feature Weaving Surrogates for Multivariate Forecasting with Univariate Time Series Foundation Models. CoRR abs/2602.22066 (2026) - [i11]Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long:
BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. CoRR abs/2602.23630 (2026) - [i10]Yunzhong Qiu, Zhiyao Cen, Zhongyi Pei, Chen Wang, Jianmin Wang:
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models. CoRR abs/2603.00629 (2026) - [i9]Jiafeng Lin, Yuxuan Wang, Jialong Wu, Huakun Luo, Zhongyi Pei, Jianmin Wang:
Thoth: Mid-Training Bridges LLMs to Time Series Understanding. CoRR abs/2603.01042 (2026) - [i8]Yutian Zhang, Zhongyi Pei, Yi Mao, Chen Wang, Lin Liu, Jianmin Wang:
Boosting AI Reliability with an FSM-Driven Streaming Inference Pipeline: An Industrial Case. CoRR abs/2603.01528 (2026) - [i7]Kenny Ye Liang, Zhongyi Pei, Huan Zhang, Yuhui Liu, Shaoxu Song, Jianmin Wang:
Retrieval-Augmented Generation with Covariate Time Series. CoRR abs/2603.04951 (2026) - [i6]Jiafeng Lin, Mengren Zheng, Simeng Ye, Yuxuan Wang, Huan Zhang, Yuhui Liu, Zhongyi Pei, Jianmin Wang:
Aura: Universal Multi-dimensional Exogenous Integration for Aviation Time Series. CoRR abs/2603.05092 (2026) - [i5]Yunzhong Qiu, Binzhu Li, Hao Wei, Shenglin Weng, Chen Wang, Zhongyi Pei, Mingsheng Long, Jianmin Wang:
Regression Models Meet Foundation Models: A Hybrid-AI Approach to Practical Electricity Price Forecasting. CoRR abs/2603.06726 (2026) - 2025
- [c5]Xiaoou Ding, Cong Peng, Muyun Zhou, Hongzhi Wang, Zhongyi Pei, Chen Wang, Jianmin Wang:
Impute4TSC: Evaluating Missing Value Imputation Methods for Time Series Classification. ICDEW 2025: 127-135 - [c4]Haoran Zhang
, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long:
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding. ACM Multimedia 2025: 10975-10983 - [i4]Haoran Zhang, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long:
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding. CoRR abs/2502.21245 (2025) - 2024
- [c3]Zhongyi Pei, Zhiyao Cen, Yipeng Huang, Chen Wang, Lin Liu, Philip S. Yu, Mingsheng Long, Jianmin Wang:
BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization. KDD 2024: 2340-2351 - 2023
- [j3]Wenzhen Xie, Te Han, Zhongyi Pei, Min Xie:
A unified out-of-distribution detection framework for trustworthy prognostics and health management in renewable energy systems. Eng. Appl. Artif. Intell. 125: 106707 (2023) - [j2]Te Han, Wenzhen Xie, Zhongyi Pei:
Semi-supervised adversarial discriminative learning approach for intelligent fault diagnosis of wind turbine. Inf. Sci. 648: 119496 (2023) - 2022
- [c2]Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang:
Requirements Engineering for Machine Learning: A Review and Reflection. RE Workshops 2022: 166-175 - [i3]Zhongyi Pei, Lin Liu, Chen Wang, Jianmin Wang:
Requirements Engineering for Machine Learning: A Review and Reflection. CoRR abs/2210.00859 (2022)
2010 – 2019
- 2018
- [c1]Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang:
Multi-Adversarial Domain Adaptation. AAAI 2018: 3934-3941 - [i2]Zhongyi Pei, Zhangjie Cao, Mingsheng Long, Jianmin Wang:
Multi-Adversarial Domain Adaptation. CoRR abs/1809.02176 (2018) - 2012
- [j1]Chi Lin, Guowei Wu, Feng Xia, Mingchu Li, Lin Yao, Zhongyi Pei:
Energy efficient ant colony algorithms for data aggregation in wireless sensor networks. J. Comput. Syst. Sci. 78(6): 1686-1702 (2012) - [i1]Chi Lin, Guowei Wu, Feng Xia, Mingchu Li, Lin Yao, Zhongyi Pei:
Energy Efficient Ant Colony Algorithms for Data Aggregation in Wireless Sensor Networks. CoRR abs/1201.0119 (2012)
Coauthor Index
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last updated on 2026-07-29 23:35 CEST by the dblp team
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