| 2025 | IECON | Fault Estimation for Polynomial Fuzzy Systems with Unmeasurable Premise Variables and Its Application to Bridge Crane System. | Jingyu Ding, Siyang Zhao, Jinyong Yu, Michael V. Basin, Mariusz Malinowski |
| 2024 | AAAI | Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing. | Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Wei Wang, Fenglong Ma, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2023 | AAAI | Boosting Few-Shot Text Classification via Distribution Estimation. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Fenglong Ma, Xiao-Ming Wu, Hongyang Chen, Hong Yu, Xianchao Zhang |
| 2022 | KDD | Label-enhanced Prototypical Network with Contrastive Learning for Multi-label Few-shot Aspect Category Detection. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Junjie Sun, Hong Yu, Xianchao Zhang |
| 2022 | SIGIR | A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism. | Han Liu, Siyang Zhao, Xiaotong Zhang, Feng Zhang, Junjie Sun, Hong Yu, Xianchao Zhang |
| 2021 | EMNLP | An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling. | Han Liu, Feng Zhang, Xiaotong Zhang, Siyang Zhao, Xianchao Zhang |