| 2025 | ICML | Neural Event-Triggered Control with Optimal Scheduling. | Luan Yang, Jingdong Zhang, Qunxi Zhu, Wei Lin |
| 2024 | COLING | Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models. | Shunyu Liu, Jie Zhou, Qunxi Zhu, Qin Chen, Qingchun Bai, Jun Xiao, Liang He |
| 2024 | ICML | From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems. | Xin Li, Jingdong Zhang, Qunxi Zhu, Chengli Zhao, Xue Zhang, Xiaojun Duan, Wei Lin |
| 2024 | ICML | FESSNC: Fast Exponentially Stable and Safe Neural Controller. | Jingdong Zhang, Luan Yang, Qunxi Zhu, Wei Lin |
| 2024 | ICML | Switched Flow Matching: Eliminating Singularities via Switching ODEs. | Qunxi Zhu, Wei Lin |
| 2023 | ACL | A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. | Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan |
| 2023 | ICLR | SYNC: Safety-Aware Neural Control for Stabilizing Stochastic Delay-Differential Equations. | Jingdong Zhang, Qunxi Zhu, Wei Yang, Wei Lin |
| 2022 | AAAI | Neural Piecewise-Constant Delay Differential Equations. | Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin |
| 2021 | ICLR | Neural Delay Differential Equations. | Qunxi Zhu, Yao Guo, Wei Lin |