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ORCIDBai Xue 0001
Person information
- affiliation: Chinese Academy of Sciences, Institute of Software, SKLCS, Beijing, China
- affiliation (2015 - 2017): Carl von Ossietzky University of Oldenburg, Department of Computer Science, Germany
- affiliation (2014 - 2015): Nanyang Technological University, Centre for High Performance Embedded Systems, Singapore
- affiliation (PhD 2014): Beihang University, School of Mathematics and Systems Science, China
Other persons with the same name
- Bai Xue — disambiguation page
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2020 – today
- 2024
[j22]Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang:
Credit assignment for trained neural networks based on Koopman operator theory. Frontiers Comput. Sci. 18(1): 181324 (2024)- [j21]Zhen Liang
, Dejin Ren, Bai Xue, Ji Wang, Wenjing Yang, Wanwei Liu:
Verifying safety of neural networks from topological perspectives. Sci. Comput. Program. 236: 103121 (2024) - [j20]Bai Xue, Naijun Zhan, Martin Fränzle, Ji Wang, Wanwei Liu:
Reach-Avoid Verification Based on Convex Optimization. IEEE Trans. Autom. Control. 69(1): 598-605 (2024) - [j19]Bai Xue, Naijun Zhan, Martin Fränzle:
Reach-Avoid Analysis for Polynomial Stochastic Differential Equations. IEEE Trans. Autom. Control. 69(3): 1882-1889 (2024) - [j18]Shuyuan Zhang, Lei Wang, Bai Xue, Deyuan Meng, Qing-Guo Wang:
Consensus Criterion Verification for Heterogeneous Multiagent Systems via Sum-of-Squares Programming. IEEE Trans. Autom. Control. 69(10): 7004-7011 (2024) - [c38]Dejin Ren, Taoran Wu, Bai Xue:
An Iterative Method for Computing Controlled Reach-Avoid Sets. ACC 2024: 3590-3597 - [c37]Taoran Wu, Dejin Ren, Shuyuan Zhang, Lei Wang, Bai Xue:
Reach-Avoid Analysis for Sampled-Data Systems with Measurement Uncertainties. ACC 2024: 4005-4011 - [c36]Dejin Ren, Zhen Liang, Chenyu Wu, Jianqiang Ding, Taoran Wu, Bai Xue:
Inner-Approximate Reachability Computation via Zonotopic Boundary Analysis. CAV (3) 2024: 307-328 - [c35]Jianqiang Ding, Taoran Wu, Zhen Liang, Bai Xue:
PyBDR: Set-Boundary Based Reachability Analysis Toolkit in Python. FM (2) 2024: 140-157 - [i28]Zhen Liang, Taoran Wu, Ran Zhao, Bai Xue, Ji Wang, Wenjing Yang, Shaojun Deng, Wanwei Liu:
UR4NNV: Neural Network Verification, Under-approximation Reachability Works! CoRR abs/2401.12550 (2024) - [i27]Yonghan Li, Chenyu Wu, Taoran Wu, Shijie Wang, Bai Xue:
Converse Barrier Certificates for Finite-time Safety Verification of Continuous-time Perturbed Deterministic Systems. CoRR abs/2402.17167 (2024) - [i26]Taoran Wu, Yiqing Yu, Bican Xia, Ji Wang, Bai Xue:
A Framework for Safe Probabilistic Invariance Verification of Stochastic Dynamical Systems. CoRR abs/2404.09007 (2024) - [i25]Dejin Ren, Zhen Liang, Chenyu Wu, Jianqiang Ding, Taoran Wu, Bai Xue:
Inner-approximate Reachability Computation via Zonotopic Boundary Analysis. CoRR abs/2405.11155 (2024) - 2023
- [j17]Shuyuan Zhang, Shizhong Song, Lei Wang, Bai Xue:
Stability Verification for Heterogeneous Complex Networks via Iterative SOS Programming. IEEE Control. Syst. Lett. 7: 559-564 (2023) - [j16]Shuyuan Zhang, Lei Wang, Bai Xue, Chanying Li, Qing-Guo Wang:
Consensus verification for heterogeneous polynomial networked systems. J. Frankl. Inst. 360(17): 12878-12891 (2023) - [j15]Zhen Liang, Taoran Wu, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang, Zhengbin Pang:
Towards robust neural networks via a global and monotonically decreasing robustness training strategy. Frontiers Inf. Technol. Electron. Eng. 24(10): 1375-1389 (2023) - [j14]Changyuan Zhao, Shuyuan Zhang, Lei Wang, Bai Xue:
Inner Approximating Robust Reach-Avoid Sets for Discrete-Time Polynomial Dynamical Systems. IEEE Trans. Autom. Control. 68(8): 4682-4694 (2023) - [c34]Ying Liu, Andrea Turrini, Ernst Moritz Hahn, Bai Xue, Lijun Zhang:
Scenario Approach for Parametric Markov Models. ATVA (1) 2023: 158-180 - [c33]Yiqing Yu, Taoran Wu, Bican Xia, Ji Wang, Bai Xue:
Safe Probabilistic Invariance Verification for Stochastic Discrete-Time Dynamical Systems. CDC 2023: 5804-5811 - [c32]Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang:
A Geometrical Characterization on Feature Density of Image Datasets. ICME 2023: 1823-1828 - [c31]Dejin Ren, Wanli Lu, Jidong Lv, Lijun Zhang, Bai Xue:
Model Predictive Control with Reach-avoid Analysis. IJCAI 2023: 5437-5445 - [c30]Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue:
Safety Verification for Neural Networks Based on Set-Boundary Analysis. TASE 2023: 248-267 - [i24]Ying Liu, Andrea Turrini, Ernst Moritz Hahn, Bai Xue, Lijun Zhang:
Scenario Approach for Parametric Markov Models. CoRR abs/2304.08330 (2023) - [i23]Jianqiang Ding, Taoran Wu, Yuping Qian, Lijun Zhang, Bai Xue:
Provable Reach-avoid Controllers Synthesis Based on Inner-approximating Controlled Reach-avoid Sets. CoRR abs/2304.11550 (2023) - [i22]Zhen Liang, Taoran Wu, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Ji Wang:
Repairing Deep Neural Networks Based on Behavior Imitation. CoRR abs/2305.03365 (2023) - [i21]Dejin Ren, Wanli Lu, Jidong Lv, Lijun Zhang, Bai Xue:
Model Predictive Control with Reach-avoid Analysis. CoRR abs/2305.08712 (2023) - [i20]Zhen Liang, Dejin Ren, Bai Xue, Ji Wang, Wenjing Yang, Wanwei Liu:
Verifying Safety of Neural Networks from Topological Perspectives. CoRR abs/2306.15403 (2023) - [i19]Jiang Liu, Han Su, Yunjun Bai, Bin Gu, Bai Xue, Mengfei Yang, Naijun Zhan:
Correct-by-Construction for Hybrid Systems by Synthesizing Reset Controller. CoRR abs/2309.05906 (2023) - [i18]Taoran Wu, Dejin Ren, Shuyuan Zhang, Lei Wang, Bai Xue:
Reach-avoid Analysis for Sampled-data Systems with Measurement Uncertainties. CoRR abs/2310.04961 (2023) - [i17]Hao Wu, Qiuye Wang, Bai Xue, Naijun Zhan, Lihong Zhi, Zhi-Hong Yang:
Synthesizing Invariants for Polynomial Programs by Semidefinite Programming. CoRR abs/2310.11133 (2023) - 2022
- [j13]Qiuye Wang, Mingshuai Chen, Bai Xue, Naijun Zhan, Joost-Pieter Katoen:
Encoding inductive invariants as barrier certificates: Synthesis via difference-of-convex programming. Inf. Comput. 289(Part): 104965 (2022) - [j12]Bai Xue, Naijun Zhan:
Robust Invariant Sets Computation for Discrete-Time Perturbed Nonlinear Systems. IEEE Trans. Autom. Control. 67(2): 1053-1060 (2022) - [c29]Bai Xue, Qiuye Wang, Naijun Zhan, Martin Fränzle, Shenghua Feng:
Differential Games Based on Invariant Sets Generation. ACC 2022: 1285-1292 - [c28]Changyuan Zhao, Chuchu Fan, Bai Xue:
Outer-approximating Controlled Reach-avoid Sets for Polynomial Systems. CDC 2022: 3839-3845 - [c27]Renjue Li, Pengfei Yang, Cheng-Chao Huang, Youcheng Sun, Bai Xue, Lijun Zhang:
Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning. ICSE 2022: 2189-2201 - [i16]Bai Xue, Naijun Zhan, Martin Fränzle, Ji Wang, Wanwei Liu:
Reach-avoid Verification Based on Convex Optimization. CoRR abs/2208.08105 (2022) - [i15]Bai Xue, Naijun Zhan, Martin Fränzle:
Reach-Avoid Analysis for Stochastic Differential Equations. CoRR abs/2208.10752 (2022) - [i14]Qiuye Wang, Mingshuai Chen, Bai Xue, Naijun Zhan, Joost-Pieter Katoen:
Encoding inductive invariants as barrier certificates: synthesis via difference-of-convex programming. CoRR abs/2209.09703 (2022) - [i13]Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue:
Safety Verification for Neural Networks Based on Set-boundary Analysis. CoRR abs/2210.04175 (2022) - [i12]Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang:
Credit Assignment for Trained Neural Networks Based on Koopman Operator Theory. CoRR abs/2212.00998 (2022) - 2021
- [j11]Bai Xue, Qiuye Wang, Naijun Zhan, Shijie Wang, Zhikun She:
Synthesizing Robust Domains of Attraction for State-Constrained Perturbed Polynomial Systems. SIAM J. Control. Optim. 59(2): 1083-1108 (2021) - [j10]Bai Xue, Qiuye Wang, Shenghua Feng, Naijun Zhan:
Over- and Underapproximating Reach Sets for Perturbed Delay Differential Equations. IEEE Trans. Autom. Control. 66(1): 283-290 (2021) - [j9]Shuyuan Zhang, Lei Wang, Haihui Wang, Bai Xue:
Consensus Control for Heterogeneous Multivehicle Systems: An Iterative Learning Approach. IEEE Trans. Neural Networks Learn. Syst. 32(12): 5356-5368 (2021) - [c26]Bai Xue, Renjue Li, Naijun Zhan, Martin Fränzle:
Reach-avoid Analysis for Stochastic Discrete-time Systems. ACC 2021: 4879-4885 - [c25]Qiuye Wang, Mingshuai Chen, Bai Xue, Naijun Zhan, Joost-Pieter Katoen:
Synthesizing Invariant Barrier Certificates via Difference-of-Convex Programming. CAV (1) 2021: 443-466 - [c24]Bai Xue, Yunjun Bai, Naijun Zhan, Wenyou Liu, Li Jiao:
Reach-Avoid Analysis for Delay Differential Equations. CDC 2021: 1301-1307 - [c23]Yunjun Bai, Ting Gan, Li Jiao, Bican Xia, Bai Xue, Naijun Zhan:
Switching controller synthesis for delay hybrid systems under perturbations. HSCC 2021: 3:1-3:11 - [c22]Bohua Zhan, Bin Gu, Xiong Xu, Xiangyu Jin, Shuling Wang, Bai Xue, Xiaofeng Li, Yao Chen, Mengfei Yang, Naijun Zhan:
Brief Industry Paper: Modeling and Verification of Descent Guidance Control of Mars Lander. RTAS 2021: 457-460 - [c21]Pengfei Yang, Renjue Li, Jianlin Li, Cheng-Chao Huang, Jingyi Wang, Jun Sun, Bai Xue, Lijun Zhang:
Improving Neural Network Verification through Spurious Region Guided Refinement. TACAS (1) 2021: 389-408 - [i11]Renjue Li, Pengfei Yang, Cheng-Chao Huang, Bai Xue, Lijun Zhang:
Probabilistic Robustness Analysis for DNNs based on PAC Learning. CoRR abs/2101.10102 (2021) - [i10]Yunjun Bai, Ting Gan, Li Jiao, Bican Xia, Bai Xue, Naijun Zhan:
Switching Controller Synthesis for Delay Hybrid Systems under Perturbations. CoRR abs/2103.11565 (2021) - [i9]Qiuye Wang, Mingshuai Chen, Bai Xue, Naijun Zhan, Joost-Pieter Katoen:
Synthesizing Invariant Barrier Certificates via Difference-of-Convex Programming. CoRR abs/2105.14311 (2021) - [i8]Renjue Li, Hanwei Zhang, Pengfei Yang, Cheng-Chao Huang, Aimin Zhou, Bai Xue, Lijun Zhang:
Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness. CoRR abs/2106.02867 (2021) - 2020
- [j8]Bai Xue, Martin Fränzle, Naijun Zhan:
Inner-Approximating Reachable Sets for Polynomial Systems With Time-Varying Uncertainties. IEEE Trans. Autom. Control. 65(4): 1468-1483 (2020) - [j7]Bai Xue, Miaomiao Zhang, Arvind Easwaran, Qin Li:
PAC Model Checking of Black-Box Continuous-Time Dynamical Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3944-3955 (2020) - [j6]Bai Xue, Martin Fränzle, Naijun Zhan, Sergiy Bogomolov, Bican Xia:
Safety Verification for Random Ordinary Differential Equations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4090-4101 (2020) - [c20]Shenghua Feng, Mingshuai Chen, Bai Xue, Sriram Sankaranarayanan, Naijun Zhan:
Unbounded-Time Safety Verification of Stochastic Differential Dynamics. CAV (2) 2020: 327-348 - [c19]Ting Gan, Bican Xia, Bai Xue, Naijun Zhan, Liyun Dai:
Nonlinear Craig Interpolant Generation. CAV (1) 2020: 415-438 - [c18]Bai Xue, Naijun Zhan, Martin Fränzle:
Inner-approximating Reach-avoid Sets for Discrete-time Polynomial Systems. CDC 2020: 867-873 - [c17]Wei Shen, Jie An, Bohua Zhan, Miaomiao Zhang, Bai Xue, Naijun Zhan:
PAC Learning of Deterministic One-Clock Timed Automata. ICFEM 2020: 129-146 - [c16]Bai Xue, Naijun Zhan:
Probably Approximately Correct Interpolants Generation. SETTA 2020: 143-159 - [c15]Renjue Li, Jianlin Li, Cheng-Chao Huang, Pengfei Yang, Xiaowei Huang, Lijun Zhang, Bai Xue, Holger Hermanns:
PRODeep: a platform for robustness verification of deep neural networks. ESEC/SIGSOFT FSE 2020: 1630-1634 - [i7]Bai Xue, Miaomiao Zhang, Arvind Easwaran, Qin Li:
PAC Model Checking of Black-Box Continuous-Time Dynamical Systems. CoRR abs/2007.10141 (2020) - [i6]Pengfei Yang, Renjue Li, Jianlin Li, Cheng-Chao Huang, Jingyi Wang, Jun Sun, Bai Xue, Lijun Zhang:
Improving Neural Network Verification through Spurious Region Guided Refinement. CoRR abs/2010.07722 (2020)
2010 – 2019
- 2019
- [c14]Shenghua Feng, Mingshuai Chen, Naijun Zhan, Martin Fränzle, Bai Xue:
Taming Delays in Dynamical Systems - Unbounded Verification of Delay Differential Equations. CAV (1) 2019: 650-669 - [c13]Bai Xue, Qiuye Wang, Naijun Zhan, Martin Fränzle:
Robust invariant sets generation for state-constrained perturbed polynomial systems. HSCC 2019: 128-137 - [c12]Bai Xue, Martin Fränzle, Hengjun Zhao, Naijun Zhan, Arvind Easwaran:
Probably Approximate Safety Verification of Hybrid Dynamical Systems. ICFEM 2019: 236-252 - [i5]Ting Gan, Bican Xia, Bai Xue, Naijun Zhan:
Nonlinear Craig Interpolant Generation. CoRR abs/1903.01297 (2019) - [i4]Qiuye Wang, Lihong Zhi, Naijun Zhan, Bai Xue, Zhi-Hong Yang:
Synthesizing More Expressive Invariants by Semidefinite Programming. CoRR abs/1903.04668 (2019) - 2018
- [c11]Meilun Li, Peter Nazier Mosaad, Martin Fränzle, Zhikun She, Bai Xue:
Safe Over- and Under-Approximation of Reachable Sets for Autonomous Dynamical Systems. FORMATS 2018: 252-270 - [c10]Bai Xue, Martin Fränzle, Naijun Zhan:
Under-Approximating Reach Sets for Polynomial Continuous Systems. HSCC 2018: 51-60 - [c9]Bai Xue, Naijun Zhan, Yangjia Li, Qiuye Wang:
Robust Non-termination Analysis of Numerical Software. SETTA 2018: 69-88 - [i3]Bai Xue, Naijun Zhan:
Robust Invariant Sets Computation for Switched Discrete-Time Polynomial Systems. CoRR abs/1811.11454 (2018) - [i2]Bai Xue, Qiuye Wang, Naijun Zhan, Shijie Wang, Zhikun She:
Synthesizing Robust Domains of Attraction for State-Constrained Perturbed Polynomial Systems. CoRR abs/1812.10588 (2018) - [i1]Bai Xue, Qiuye Wang, Shenghua Feng, Naijun Zhan:
Over- and Under-Approximating Reachable Sets for Perturbed Delay Differential Equations. CoRR abs/1812.11718 (2018) - 2017
- [j5]Peter Nazier Mosaad, Martin Fränzle, Bai Xue:
Model Checking Delay Differential Equations Against Metric Interval Temporal Logic. Sci. Ann. Comput. Sci. 27(1): 77-109 (2017) - [j4]Bai Xue, Arvind Easwaran, Nam-Joon Cho, Martin Fränzle:
Reach-Avoid Verification for Nonlinear Systems Based on Boundary Analysis. IEEE Trans. Autom. Control. 62(7): 3518-3523 (2017) - [j3]Bai Xue, Zhikun She, Arvind Easwaran:
Underapproximating Backward Reachable Sets by Semialgebraic Sets. IEEE Trans. Autom. Control. 62(10): 5185-5197 (2017) - [c8]Bai Xue, Martin Fränzle, Peter Nazier Mosaad:
Just scratching the surface: Partial exploration of initial values in reach-set computation. CDC 2017: 1769-1775 - [c7]Bai Xue, Peter Nazier Mosaad, Martin Fränzle, Mingshuai Chen, Yangjia Li, Naijun Zhan:
Safe Over- and Under-Approximation of Reachable Sets for Delay Differential Equations. FORMATS 2017: 281-299 - 2016
- [c6]Bai Xue, Zhikun She, Arvind Easwaran:
Under-Approximating Backward Reachable Sets by Polytopes. CAV (1) 2016: 457-476 - [c5]Peter Nazier Mosaad, Martin Fränzle, Bai Xue:
Temporal Logic Verification for Delay Differential Equations. ICTAC 2016: 405-421 - 2015
- [c4]Junjie Lu, Zhikun She, Bai Xue:
Discovering multiple Lyapunov functions for switched hybrid systems with global exponential stability. CDC 2015: 4252-4259 - 2014
- [j2]Zhikun She, Bai Xue:
Discovering Multiple Lyapunov Functions for Switched Hybrid Systems. SIAM J. Control. Optim. 52(5): 3312-3340 (2014) - 2013
- [j1]Zhikun She, Haoyang Li, Bai Xue, Zhiming Zheng, Bican Xia:
Discovering polynomial Lyapunov functions for continuous dynamical systems. J. Symb. Comput. 58: 41-63 (2013) - 2012
- [c3]Zhikun She, Bai Xue:
Algebraic analysis on asymptotic stability of switched hybrid systems. HSCC 2012: 187-196 - 2011
- [c2]Zhikun She, Bai Xue:
Computing a Basin of Attraction to a Target Region by Solving Bilinear Semi-Definite Problems. CASC 2011: 333-344 - [c1]Zhikun She, Bai Xue, Zhiming Zheng:
Algebraic analysis on asymptotic stability of continuous dynamical systems. ISSAC 2011: 313-320
Coauthor Index
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