Yingqi Liu - Concepedia

Author

Yingqi Liu

Purdue University West Lafayette ORCID

Also Known As

Liu, Yingqi, Yingqi LIU, Yingqi Liu

Publications

Citations

H-Index

Concepts

All Affiliations

Purdue University West Lafayette Rutgers Sexual and Reproductive Health and Rights Nanjing University Rutgers, The State University of New Jersey Nanjing University of Science and Technology

About

Yingqi Liu is an author at Purdue University West Lafayette specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	18	1.4K
2	Computer Science	15	16	1.4K
3	Computer Engineering	4	4	654
4	Language Studies	1	1	46
5	Social Sciences	1	1	386

Yingqi Liu

Publications

2.9K

Citations

H-Index

Page 1

	Year	Citations
Trojaning Attack on Neural Networks Yingqi Liu, Shiqing Ma, Yousra Aafer,	2018	1.2K
ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation Yingqi Liu, Wen‐Chuan Lee, Guanhong Tao, Hardware TrojanEngineeringMachine LearningEvasion TechniqueNeural Recoding	2019	386
NIC: Detecting Adversarial Samples with Neural Network Invariant Checking Shiqing Ma, Yingqi Liu, Guanhong Tao,	2019	239
MODE: automated neural network model debugging via state differential analysis and input selection Shiqing Ma, Yingqi Liu, Wen‐Chuan Lee, Artificial IntelligenceInput SelectionEngineeringMachine LearningSoftware Engineering	2018	212
Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features Junyu Lin, Lei Xu, Yingqi Liu, Convolutional Neural NetworkEngineeringMachine LearningEvasion TechniqueInformation Security	2020	191
Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification Siyuan Cheng, Yingqi Liu, Shiqing Ma, Proceedings of the AAAI Conference on Artificial Intelligence Hardware TrojanConvolutional Neural NetworkEngineeringMachine LearningEvasion Technique	2021	122
Make Landscape Flatter in Differentially Private Federated Learning Yifan Shi, Yingqi Liu, Kang Wei, Artificial IntelligencePrivacy ProtectionEngineeringMachine LearningInformation Security	2023	76
Attacks Meet Interpretability: Attribute-steered Detection of\n Adversarial Samples Guanhong Tao, Shiqing Ma, Yingqi Liu, arXiv (Cornell University)	2018	63
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples Guanhong Tao, Shiqing Ma, Yingqi Liu, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningAi SafetyInformation Forensics	2018	52
Piccolo: Exposing Complex Backdoors in NLP Transformer Models Yingqi Liu, Guangyu Shen, Guanhong Tao, 2022 IEEE Symposium on Security and Privacy (SP) Nlp ApplicationsAbuse DetectionEngineeringMachine LearningInformation Forensics	2022	46

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