| 2025 | ICML | A Non-isotropic Time Series Diffusion Model with Moving Average Transitions. | Chenxi Wang, Linxiao Yang, Zhixian Wang, Liang Sun, Yi Wang |
| 2025 | IJCAI | Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting. | Weiqi Chen, Zhaoyang Zhu, Yifan Zhang, Lefei Shen, Linxiao Yang, Qingsong Wen, Liang Sun |
| 2025 | KDD | When Interpretability Meets Generalization: Delta-GAM for Robust Extrapolation in Out-of-Distribution Settings. | Linxiao Yang, Wenwei Wang, Qiming Chen, Zhipeng Zeng, Liang Sun |
| 2024 | ICASSP | RobustTSVar: A Robust Time Series Variance Estimation Algorithm. | Zhiqiang Zhou, Linxiao Yang, Qingsong Wen, Liang Sun |
| 2024 | ICML | Explain Temporal Black-Box Models via Functional Decomposition. | Linxiao Yang, Yunze Tong, Xinyue Gu, Liang Sun |
| 2024 | ICSE | SLIM: a Scalable Light-weight Root Cause Analysis for Imbalanced Data in Microservice. | Rui Ren, Jingbang Yang, Linxiao Yang, Xinyue Gu, Liang Sun |
| 2024 | KDD | Efficient Decision Rule List Learning via Unified Sequence Submodular Optimization. | Linxiao Yang, Jingbang Yang, Liang Sun |
| 2024 | KDD | CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effect. | Jiehui Zhou, Linxiao Yang, Xingyu Liu, Xinyue Gu, Liang Sun, Wei Chen |
| 2023 | ICASSP | SADI: A Self-Adaptive Decomposed Interpretable Framework for Electric Load Forecasting Under Extreme Events. | Hengbo Liu, Ziqing Ma, Linxiao Yang, Tian Zhou, Rui Xia, Yi Wang, Qingsong Wen, Liang Sun |
| 2023 | ICASSP | Robust Dominant Periodicity Detection for Time Series with Missing Data. | Qingsong Wen, Linxiao Yang, Liang Sun |
| 2023 | KDD | Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting. | Linxiao Yang, Rui Ren, Xinyue Gu, Liang Sun |
| 2022 | ICASSP | Netrca: An Effective Network Fault Cause Localization Algorithm. | Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang, Linxiao Yang, Kai He, Qingsong Wen, Liang Sun |
| 2022 | KDD | Robust Time Series Analysis and Applications: An Industrial Perspective. | Qingsong Wen, Linxiao Yang, Tian Zhou, Liang Sun |
| 2021 | ICASSP | A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition. | Linxiao Yang, Qingsong Wen, Bo Yang, Liang Sun |
| 2020 | VTC | Iterative Reweighed Approach for Multiuser Detection with Multiple Measurement Vector in MTC Communications. | Xiaoxu Zhang, Li Hao, Pingzhi Fan, Jiaqi Liu, Linxiao Yang |
| 2019 | ICCV | Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding. | Linxiao Yang, Ngai-Man Cheung, Jiaying Li, Jun Fang |
| 2016 | ICASSP | Sparse Bayesian dictionary learning with a Gaussian hierarchical model. | Linxiao Yang, Jun Fang, Hongbin Li |