Guanxiong Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 32

Top Topics

Positive Training Examples

Traffic Monitoring

Top Venues

INFOCOM Workshops

IEEE Trans. Neural Networks Learn. Syst.

Publications

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) (2024)
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)
Ahmad Sawalmeh, Noor Shamsiah Othman, Guanxiong Liu, Abdallah Khreishah, Ali Alenezi, Abdulaziz Alanazi
Power-Efficient Wireless Coverage Using Minimum Number of UAVs. Sensors 22 (1) (2022)
Nicholas Furth, Abdallah Khreishah, Guanxiong Liu, NhatHai Phan, Yaser Jararweh
Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness. SDS (2022)
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) (2022)
Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil
An Adaptive Black-box Defense against Trojan Attacks (TrojDef). CoRR (2022)
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)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. IEEE BigData (2021)
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 (2021)
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)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples. CoRR (2021)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CODASPY (2021)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples. CoRR (2020)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah A. Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Mohammed Anan
ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples. IEEE Access 8 (2020)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah A. Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan
ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples. CoRR (2020)
Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Marzyeh Ghassemi
CheXclusion: Fairness gaps in deep chest X-ray classifiers. CoRR (2020)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier. CoRR (2019)
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)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks. DSN (2019)
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)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier. SEC (2019)
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) (2019)
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 (2019)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. DSN Workshops (2019)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense. CoRR (2019)
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks. CoRR (2019)
Guanxiong Liu, Hazim Shakhatreh, Abdallah Khreishah, Xiwang Guo, Nirwan Ansari
Efficient Deployment of UAVs for Maximum Wireless Coverage Using Genetic Algorithm. Sarnoff Symposium (2018)
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)
Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang
CityLines: Hybrid Hub-and-Spoke Urban Transit System. SIGSPATIAL/GIS (2017)
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)
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)
Alexander Khitun, Guanxiong Liu, Alexander A. Balandin
Two-Dimensional Oscillatory Neural Network Based on Charge-Density-Wave Devices Operating at Room Temperature. CoRR (2016)
Dan Liu, Yishuang Geng, Guanxiong Liu, Mingda Zhou, Kaveh Pahlavan
WBANs-Spa: An Energy Efficient Relay Algorithm for Wireless Capsule Endoscopy. VTC Fall (2015)
Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan
Effects of calibration RFID tags on performance of inertial navigation in indoor environment. ICNC (2015)
Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan
Direction Estimation Error Model of Embedded Magnetometer in Indoor Navigation Environment. UIC/ATC/ScalCom (2015)
Kartik Mohanram, Xuebei Yang, Masoud Rostami, Guanxiong Liu, Alexander A. Balandin
Ambipolar circuits for analog, mixed-signal, and radio-frequency applications. NANOARCH (2012)