Kaixuan Zhang - RankMe

15 papers A* 2Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	An Entropy Metric for Regular Grammar Classification and Learning with Recurrent Neural Networks. Entropy Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2020	—	`conf`	Adversarial Models for Deterministic Finite Automata. Canadian AI Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2020	—	`conf`	Deep Learning, Grammar Transfer, and Transportation Theory. ECML/PKDD (2) Kaixuan Zhang, Qinglong Wang, C. Lee Giles
2020	J	`jnl`	Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. Neural Comput. Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles
2019	J	`jnl`	Connecting First and Second Order Recurrent Networks with Deterministic Finite Automata. CoRR Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles
2019	J	`jnl`	Shapley Homology: Topological Analysis of Sample Influence for Neural Networks. CoRR Kaixuan Zhang, Qinglong Wang, Xue Liu, C. Lee Giles
2018	J	`jnl`	A Comparison of Rule Extraction for Different Recurrent Neural Network Models and Grammatical Complexity. CoRR Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2018	J	`jnl`	An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks. Neural Comput. Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2018	A*	`conf`	Defending Against Adversarial Samples Without Security through Obscurity. ICDM Wenbo Guo, Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Sui Huang, Xue Liu, C. Lee Giles, Lin Lin, Xinyu Xing
2018	J	`jnl`	Verification of Recurrent Neural Networks Through Rule Extraction. CoRR Qinglong Wang, Kaixuan Zhang, Xue Liu, C. Lee Giles
2017	A*	`conf`	Adversary Resistant Deep Neural Networks with an Application to Malware Detection. KDD Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2017	J	`jnl`	An Empirical Evaluation of Recurrent Neural Network Rule Extraction. CoRR Qinglong Wang, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles
2017	J	`jnl`	Towards Interrogating Discriminative Machine Learning Models. CoRR Wenbo Guo, Kaixuan Zhang, Lin Lin, Sui Huang, Xinyu Xing
2016	J	`jnl`	Learning Adversary-Resistant Deep Neural Networks. CoRR Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu
2016	J	`jnl`	Random Feature Nullification for Adversary Resistant Deep Architecture. CoRR Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Xinyu Xing, C. Lee Giles, Xue Liu