| 2026 | ACL | A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting. | Yu Lei, Zixuan Wang, Yiqing Feng, Junru Zhang, Yahui Li, Liu Chu, Tongyao Wang, Dongyang Li |
| 2026 | WWW | FedDiG: Frequency-Guided Diffusion Diversity for Generalizable Federated Time Series Classification. | Haoran Shi, Junru Zhang, Cheng Peng, Xiaoli Tang, Longtao Huang, Han Yu |
| 2025 | AAAI | Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting. | Yuhan Wu, Xiyu Meng, Huajin Hu, Junru Zhang, Yabo Dong, Dongming Lu |
| 2025 | KDD | Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification. | Junru Zhang, Lang Feng, Xu Guo, Han Yu, Yabo Dong, Duanqing Xu |
| 2024 | KDD | Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition. | Junru Zhang, Lang Feng, Zhidan Liu, Yuhan Wu, Yang He, Yabo Dong, Duanqing Xu |
| 2023 | CIKM | Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. | Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong |