Yunyao Cheng

Postdoc, Computer Science, Aalborg University

Joined

January 2023

Names

Yunyao Cheng (Preferred)

Emails

****@cs.aau.dk (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Postdoc

Computer Science, Aalborg University (cs.aau.dk)

2025 – Present

PhD student

Computer Science, Aalborg University (cs.aau.dk)

2021 – 2025

MS student

Computer Science, University of Texas at Arlington (uta.edu)

2019 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Christian S. Jensen

2021 – 2025

PhD Advisor

Chenjuan Guo

2021 – 2025

PhD Advisor

Kaixuan Chen

2021 – 2025

Coauthor

Kai Zhao

2021 – 2025

Expertise

No areas of expertise listed

Publications

CC-Time: Cross-Model and Cross-Modality Time Series Forecasting
Peng Chen, Yihang Wang, Yang Shu, Yunyao Cheng, Kai Zhao, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- Submitted to ICLR 2026
- Readers: Everyone
Learning Continuous and Discrete Dynamics for Time Series Anomaly Detection via Probabilistic Modeling
Kai Zhao, Yuying Qiu, Yunyao Cheng, Christian S. Jensen, Xiaokui Xiao, Bin Yang, Chenjuan Guo
- Submitted to ICLR 2026
- Readers: Everyone
Conditional Lagrangian Wasserstein Flow for Time Series Imputation
Weizhu Qian, Dalin Zhang, Yan Zhao, Yunyao Cheng
- Submitted to ICML 2025
- Readers: Everyone
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo
- CoRR 2024
- Readers: Everyone
Multiple Time Series Forecasting with Dynamic Graph Modeling
Kai Zhao, Chenjuan Guo, Yunyao Cheng, Peng Han, Miao Zhang, Bin Yang
- Proc. VLDB Endow. 2023
- Readers: Everyone
Weakly Guided Adaptation for Robust Time Series Forecasting
Yunyao Cheng, Peng Chen, Chenjuan Guo, Kai Zhao, Qingsong Wen, Bin Yang, Christian S. Jensen
- Proc. VLDB Endow. 2023
- Readers: Everyone
Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
Peng Chen, Yingying ZHANG, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo
- ICLR 2024 poster
- Readers: Everyone
MagicScaler: Uncertainty-aware, Predictive Autoscaling
Zhicheng Pan, Yihang Wang, Yingying Zhang, Sean Bin Yang, Yunyao Cheng, Peng Chen, Chenjuan Guo, Qingsong Wen, Xiduo Tian, Yunliang Dou, Zhiqiang Zhou, Chengcheng Yang, Aoying Zhou, Bin Yang
- Proc. VLDB Endow. 2023
- Readers: Everyone
A Pattern Discovery Approach to Multivariate Time Series Forecasting
Yunyao Cheng, Chenjuan Guo, Kaixuan Chen, Kai Zhao, Bin Yang, Jiandong Xie, Christian S. Jensen, Feiteng Huang, Kai Zheng
- CoRR 2022
- Readers: Everyone
Spatial-Temporal Recurrent Neural Network for Anomalous Trajectories Detection
Yunyao Cheng, Bin Wu, Li Song, Chuan Shi
- ADMA 2019
- Readers: Everyone

Co-Authors

View all 33 co-authors