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Lijun Zhang 0001
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Publications
- 2023
- [j33]Chen Fu, Andrea Turrini, Xiaowei Huang, Lei Song, Yuan Feng, Lijun Zhang:
Model Checking for Probabilistic Multiagent Systems. J. Comput. Sci. Technol. 38(5): 1162-1186 (2023) - 2022
- [j29]Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang:
Weight Expansion: A New Perspective on Dropout and Generalization. Trans. Mach. Learn. Res. 2022 (2022) - [i37]Gaojie Jin, Xinping Yi, Pengfei Yang, Lijun Zhang, Sven Schewe, Xiaowei Huang:
Weight Expansion: A New Perspective on Dropout and Generalization. CoRR abs/2201.09209 (2022) - 2021
- [j27]Pengfei Yang, Jianlin Li, Jiangchao Liu, Cheng-Chao Huang, Renjue Li, Liqian Chen, Xiaowei Huang, Lijun Zhang:
Enhancing Robustness Verification for Deep Neural Networks via Symbolic Propagation. Formal Aspects Comput. 33(3): 407-435 (2021) - 2020
- [c81]Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang:
How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks? NeurIPS 2020 - [c80]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 - [i27]Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe, Xiaowei Huang:
How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks. CoRR abs/2010.05983 (2020) - 2019
- [c75]Jianlin Li, Jiangchao Liu, Pengfei Yang, Liqian Chen, Xiaowei Huang, Lijun Zhang:
Analyzing Deep Neural Networks with Symbolic Propagation: Towards Higher Precision and Faster Verification. SAS 2019: 296-319 - 2018
- [c73]Chen Fu, Andrea Turrini, Xiaowei Huang, Lei Song, Yuan Feng, Lijun Zhang:
Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems. IJCAI 2018: 4757-4763
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