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ORCIDGuanxiong Liu
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Journal Articles
- 2024
[j5]Guanxiong Liu
, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil:
An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef). IEEE Trans. Neural Networks Learn. Syst. 35(4): 5367-5381 (2024)- 2022
- [j4]Ahmad Sawalmeh, Noor Shamsiah Othman, Guanxiong Liu, Abdallah Khreishah, Ali Hamdan Alenezi, Abdulaziz Alanazi:
Power-Efficient Wireless Coverage Using Minimum Number of UAVs. Sensors 22(1): 223 (2022) - [j3]Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Joyoung Lee, Nirwan Ansari, Chengjun Liu, Mustafa Mohammad Yousef:
Smart Traffic Monitoring System Using Computer Vision and Edge Computing. IEEE Trans. Intell. Transp. Syst. 23(8): 12027-12038 (2022) - 2020
- [j2]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Mohammed Anan:
ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples. IEEE Access 8: 197086-197096 (2020) - 2019
- [j1]Yanhua Li, Guanxiong Liu, Zhi-Li Zhang, Jun Luo, Fan Zhang:
CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data. IEEE Trans. Big Data 5(4): 576-587 (2019)
Conference and Workshop Papers
- 2023
- [c20]Guanxiong Liu, Nicholas Furth, Hang Shi, Abdallah Khreishah, Jo Young Lee, Nirwan Ansari, Chengjun Liu, Yaser Jararweh:
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management. NOMS 2023: 1-8 - 2022
- [c19]Nicholas Furth, Abdallah Khreishah, Guanxiong Liu, NhatHai Phan, Yaser Jararweh:
Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness. SDS 2022: 1-9 - 2021
- [c18]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan:
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. IEEE BigData 2021: 834-846 - [c17]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CODASPY 2021: 17-27 - [c16]Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene Y. Chen, Marzyeh Ghassemi:
CheXclusion: Fairness gaps in deep chest X-ray classifiers. PSB 2021 - [c15]Fatima Alsharadgah, Abdallah Khreishah, Mahmoud Al-Ayyoub, Yaser Jararweh, Guanxiong Liu, Issa Khalil, Muhannad Almutiry, Nasir Saeed:
An Adaptive Black-box Defense against Trojan Attacks on Text Data. SNAMS 2021: 1-8 - 2019
- [c14]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. DSN Workshops 2019: 58-61 - [c13]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks. DSN 2019: 64-75 - [c12]Sihua Shao, Zareen Khan, Guanxiong Liu, Abdallah Khreishah, Moussa Ayyash, Hany Elgala, Thomas D. C. Little, Michael B. Rahaim:
Poster Abstract: Optimizing Handover Parameters by Q-learning for Heterogeneous RF-VLC Networks. INFOCOM Workshops 2019: 1069-1070 - [c11]Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi:
Clinically Accurate Chest X-Ray Report Generation. MLHC 2019: 249-269 - [c10]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier. SEC 2019: 19-32 - 2018
- [c9]Abbas Kiani, Guanxiong Liu, Hang Shi, Abdallah Khreishah, Nirwan Ansari, Jo Young Lee, Chengjun Liu:
A Two-Tier Edge Computing Based Model for Advanced Traffic Detection. IoTSMS 2018: 208-215 - [c8]Guanxiong Liu, Hazim Shakhatreh, Abdallah Khreishah, Xiwang Guo, Nirwan Ansari:
Efficient Deployment of UAVs for Maximum Wireless Coverage Using Genetic Algorithm. Sarnoff Symposium 2018: 1-6 - 2017
- [c7]Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang:
CityLines: Hybrid Hub-and-Spoke Urban Transit System. SIGSPATIAL/GIS 2017: 51:1-51:4 - [c6]Guanxiong Liu, Menghai Pan, Yanhua Li, Zhi-Li Zhang, Jun Luo:
Modeling urban trip demands in cloud-commuting system: A holistic approach. INFOCOM Workshops 2017: 857-862 - 2016
- [c5]Luyao Niu, Yingyue Fan, Kaveh Pahlavan, Guanxiong Liu, Yishuang Geng:
On the accuracy of Wi-Fi localization using robot and human collected signatures. ICCE 2016: 375-378 - 2015
- [c4]Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan:
Effects of calibration RFID tags on performance of inertial navigation in indoor environment. ICNC 2015: 945-949 - [c3]Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan:
Direction Estimation Error Model of Embedded Magnetometer in Indoor Navigation Environment. UIC/ATC/ScalCom 2015: 1842-1846 - [c2]Dan Liu, Yishuang Geng, Guanxiong Liu, Mingda Zhou, Kaveh Pahlavan:
WBANs-Spa: An Energy Efficient Relay Algorithm for Wireless Capsule Endoscopy. VTC Fall 2015: 1-5 - 2012
- [c1]Kartik Mohanram, Xuebei Yang, Masoud Rostami, Guanxiong Liu, Alexander A. Balandin:
Ambipolar circuits for analog, mixed-signal, and radio-frequency applications. NANOARCH 2012: 1-6
Informal and Other Publications
- 2022
- [i11]Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil:
An Adaptive Black-box Defense against Trojan Attacks (TrojDef). CoRR abs/2209.01721 (2022) - 2021
- [i10]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan:
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. CoRR abs/2109.01275 (2021) - [i9]Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Jo Young Lee, Nirwan Ansari, Chengjun Liu, Mustafa Yousef:
Smart Traffic Monitoring System using Computer Vision and Edge Computing. CoRR abs/2109.03141 (2021) - 2020
- [i8]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CoRR abs/2002.09632 (2020) - [i7]Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Marzyeh Ghassemi:
CheXclusion: Fairness gaps in deep chest X-ray classifiers. CoRR abs/2003.00827 (2020) - [i6]Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan:
ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples. CoRR abs/2007.05817 (2020) - 2019
- [i5]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier. CoRR abs/1903.02585 (2019) - [i4]Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi:
Clinically Accurate Chest X-Ray Report Generation. CoRR abs/1904.02633 (2019) - [i3]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks. CoRR abs/1904.08516 (2019) - [i2]Guanxiong Liu, Issa Khalil, Abdallah Khreishah:
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. CoRR abs/1906.11729 (2019) - 2016
- [i1]Alexander Khitun, Guanxiong Liu, Alexander A. Balandin:
Two-Dimensional Oscillatory Neural Network Based on Charge-Density-Wave Devices Operating at Room Temperature. CoRR abs/1612.00028 (2016)
Coauthor Index
aka: Issa Khalil
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