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ORCIDQi Zhu 0002
- > Home > Persons > Qi Zhu 0002
Publications
- 2024
[j39]Yixuan Wang
, Weichao Zhou, Jiameng Fan, Zhilu Wang, Jiajun Li, Xin Chen, Chao Huang, Wenchao Li, Qi Zhu:
POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(3): 994-1007 (2024)- [c117]Feisi Fu, Zhilu Wang, Weichao Zhou, Yixuan Wang, Jiameng Fan, Chao Huang, Qi Zhu, Xin Chen, Wenchao Li:
REGLO: Provable Neural Network Repair for Global Robustness Properties. AAAI 2024: 12061-12071 - 2023
- [i46]Yixuan Wang, Weichao Zhou, Jiameng Fan, Zhilu Wang, Jiajun Li, Xin Chen, Chao Huang, Wenchao Li, Qi Zhu:
POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems. CoRR abs/2304.01218 (2023) - 2022
- [c96]Diego Manzanas Lopez, Matthias Althoff, Luis Benet, Xin Chen, Jiameng Fan, Marcelo Forets, Chao Huang, Taylor T. Johnson, Tobias Ladner, Wenchao Li, Christian Schilling, Qi Zhu:
ARCH-COMP22 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants. ARCH@SAFECOMP 2022: 142-184 - [c94]Chao Huang, Jiameng Fan, Xin Chen, Wenchao Li, Qi Zhu:
POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems. ATVA 2022: 414-430 - 2021
- [i18]Chao Huang, Jiameng Fan, Xin Chen, Wenchao Li, Qi Zhu:
POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems. CoRR abs/2106.13867 (2021) - 2020
- [j27]Chao Huang, Jiameng Fan, Xin Chen, Wenchao Li, Qi Zhu:
Divide and Slide: Layer-Wise Refinement for Output Range Analysis of Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3323-3335 (2020) - [c70]Jiameng Fan, Chao Huang, Xin Chen, Wenchao Li, Qi Zhu:
ReachNN*: A Tool for Reachability Analysis of Neural-Network Controlled Systems. ATVA 2020: 537-542 - [c66]Qi Zhu, Wenchao Li, Hyoseung Kim, Yecheng Xiang, Kacper Wardega, Zhilu Wang, Yixuan Wang, Hengyi Liang, Chao Huang, Jiameng Fan, Hyunjong Choi:
Know the Unknowns: Addressing Disturbances and Uncertainties in Autonomous Systems : Invited Paper. ICCAD 2020: 82:1-82:9 - 2019
- [j24]Chao Huang, Jiameng Fan, Wenchao Li, Xin Chen, Qi Zhu:
ReachNN: Reachability Analysis of Neural-Network Controlled Systems. ACM Trans. Embed. Comput. Syst. 18(5s): 106:1-106:22 (2019) - [c56]Jiameng Fan, Chao Huang, Wenchao Li, Xin Chen, Qi Zhu:
Towards Verification-Aware Knowledge Distillation for Neural-Network Controlled Systems: Invited Paper. ICCAD 2019: 1-8 - [i6]Chao Huang, Jiameng Fan, Wenchao Li, Xin Chen, Qi Zhu:
ReachNN: Reachability Analysis of Neural-Network Controlled Systems. CoRR abs/1906.10654 (2019)
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