Qunxi Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Dimension Reduction

Differential Equations

Stochastic Control

Diffusion Models

Top Venues

IEEE Trans. Autom. Control.

Publications

Shunyu Liu, Jie Zhou, Qunxi Zhu, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models. LREC/COLING (2024)
Jingdong Zhang, Qunxi Zhu, Wei Lin
Learning Hamiltonian neural Koopman operator and simultaneously sustaining and discovering conservation law. CoRR (2024)
Xin Li, Jingdong Zhang, Qunxi Zhu, Chengli Zhao, Xue Zhang, Xiaojun Duan, Wei Lin
From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems. CoRR (2024)
Qunxi Zhu, Wei Lin
Switched Flow Matching: Eliminating Singularities via Switching ODEs. CoRR (2024)
Shunyu Liu, Jie Zhou, Qunxi Zhu, Qin Chen, Qingchun Bai, Jun Xiao, Liang He
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models. CoRR (2024)
Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. ACL (Findings) (2023)
Jingdong Zhang, Qunxi Zhu, Wei Yang, Wei Lin
SYNC: Safety-Aware Neural Control for Stabilizing Stochastic Delay-Differential Equations. ICLR (2023)
Qunxi Zhu, Yao Guo, Wei Lin
Neural Delay Differential Equations: System Reconstruction and Image Classification. CoRR (2023)
Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. CoRR (2023)
Boyun Ji, Qunxi Zhu, Wei Lin
Dimension Reduction of Collective Attention Networks. Int. J. Bifurc. Chaos 33 (11) (2023)
Jingdong Zhang, Qunxi Zhu, Wei Lin
Neural Stochastic Control. NeurIPS (2022)
Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin
Neural Piecewise-Constant Delay Differential Equations. CoRR (2022)
Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin
Neural Piecewise-Constant Delay Differential Equations. AAAI (2022)
Jingdong Zhang, Qunxi Zhu, Wei Lin
Neural Stochastic Control. CoRR (2022)
Qunxi Zhu, Zuguang Gao, Yang Liu, Weihua Gui
Categorization Problem on Controllability of Boolean Control Networks. IEEE Trans. Autom. Control. 66 (5) (2021)
Qunxi Zhu, Yao Guo, Wei Lin
Neural Delay Differential Equations. CoRR (2021)
Qunxi Zhu, Yao Guo, Wei Lin
Neural Delay Differential Equations. ICLR (2021)
Qunxi Zhu, Yang Liu, Jianquan Lu, Jinde Cao
Controllability and Observability of Boolean Control Networks via Sampled-Data Control. IEEE Trans. Control. Netw. Syst. 6 (4) (2019)
Qunxi Zhu, Wei Lin
Stabilizing Boolean networks by optimal event-triggered feedback control. Syst. Control. Lett. 126 (2019)
Qunxi Zhu, Yang Liu, Jianquan Lu, Jinde Cao
Further Results on the Controllability of Boolean Control Networks. IEEE Trans. Autom. Control. 64 (1) (2019)
Qunxi Zhu, Zuguang Gao, Yang Liu, Weihua Gui
Categorization Problem on Controllability of Boolean Control Networks. CoRR (2019)
Qunxi Zhu, Yang Liu, Jianquan Lu, Jinde Cao
On the Optimal Control of Boolean Control Networks. SIAM J. Control. Optim. 56 (2) (2018)
Qunxi Zhu, Yang Liu, Jianquan Lu, Jinde Cao
Observability of Boolean control networks. Sci. China Inf. Sci. 61 (9) (2018)