Guanxiong Liu

According to our database, Guanxiong Liu authored at least 29 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef).

Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2023

Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management.

Guanxiong Liu, Nicholas Furth, Hang Shi, Abdallah Khreishah, Jo Young Lee, Nirwan Ansari, Chengjun Liu, Yaser Jararweh

Proceedings of the NOMS 2023, 2023

2022

Smart Traffic Monitoring System Using Computer Vision and Edge Computing.

Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Joyoung Lee, Nirwan Ansari, Chengjun Liu, Mustafa Mohammad Yousef

IEEE Trans. Intell. Transp. Syst., 2022

Power-Efficient Wireless Coverage Using Minimum Number of UAVs.

Ahmad Sawalmeh, Noor Shamsiah Othman, Guanxiong Liu, Abdallah Khreishah, Ali Hamdan Alenezi, Abdulaziz Alanazi

Sensors, 2022

Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness.

Nicholas Furth, Abdallah Khreishah, Guanxiong Liu, NhatHai Phan, Yaser Jararweh

Proceedings of the Ninth International Conference on Software Defined Systems, 2022

2021

Smart Traffic Monitoring System using Computer Vision and Edge Computing.

Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Jo Young Lee, Nirwan Ansari, Chengjun Liu, Mustafa Yousef

CoRR, 2021

An Adaptive Black-box Defense against Trojan Attacks on Text Data.

Fatima Alsharadgah, Abdallah Khreishah, Mahmoud Al-Ayyoub, Yaser Jararweh, Guanxiong Liu, Issa Khalil, Muhannad Almutiry, Nasir Saeed

Proceedings of the Eighth International Conference on Social Network Analysis, 2021

CheXclusion: Fairness gaps in deep chest X-ray classifiers.

Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene Y. Chen, Marzyeh Ghassemi

Proceedings of the Biocomputing 2021: Proceedings of the Pacific Symposium, 2021

Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah

Proceedings of the CODASPY '21: Eleventh ACM Conference on Data and Application Security and Privacy, 2021

A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan

CoRR, 2020

CheXclusion: Fairness gaps in deep chest X-ray classifiers.

Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Marzyeh Ghassemi

CoRR, 2020

ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Mohammed Anan

IEEE Access, 2020

2019

CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data.

Yanhua Li, Guanxiong Liu, Zhi-Li Zhang, Jun Luo, Fan Zhang

IEEE Trans. Big Data, 2019

GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah

Proceedings of the ICT Systems Security and Privacy Protection, 2019

Clinically Accurate Chest X-Ray Report Generation.

Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi

Proceedings of the Machine Learning for Healthcare Conference, 2019

Poster Abstract: Optimizing Handover Parameters by Q-learning for Heterogeneous RF-VLC Networks.

Sihua Shao, Zareen Khan, Guanxiong Liu, Abdallah Khreishah, Moussa Ayyash, Hany Elgala, Thomas D. C. Little, Michael B. Rahaim

Proceedings of the IEEE INFOCOM 2019, 2019

Using Intuition from Empirical Properties to Simplify Adversarial Training Defense.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2019

ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks.

Guanxiong Liu, Issa Khalil, Abdallah Khreishah

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

2018

Efficient Deployment of UAVs for Maximum Wireless Coverage Using Genetic Algorithm.

Guanxiong Liu, Hazim Shakhatreh, Abdallah Khreishah, Xiwang Guo, Nirwan Ansari

Proceedings of the 39th IEEE Sarnoff Symposium 2018, Newark, NJ, USA, 2018

A Two-Tier Edge Computing Based Model for Advanced Traffic Detection.

Abbas Kiani, Guanxiong Liu, Hang Shi, Abdallah Khreishah, Nirwan Ansari, Jo Young Lee, Chengjun Liu

Proceedings of the 2018 Fifth International Conference on Internet of Things: Systems, 2018

2017

Modeling urban trip demands in cloud-commuting system: A holistic approach.

Guanxiong Liu, Menghai Pan, Yanhua Li, Zhi-Li Zhang, Jun Luo

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

CityLines: Hybrid Hub-and-Spoke Urban Transit System.

Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016

Two-Dimensional Oscillatory Neural Network Based on Charge-Density-Wave Devices Operating at Room Temperature.

Alexander Khitun, Guanxiong Liu, Alexander A. Balandin

CoRR, 2016

On the accuracy of Wi-Fi localization using robot and human collected signatures.

Luyao Niu, Yingyue Fan, Kaveh Pahlavan, Guanxiong Liu, Yishuang Geng

Proceedings of the IEEE International Conference on Consumer Electronics, 2016

2015

WBANs-Spa: An Energy Efficient Relay Algorithm for Wireless Capsule Endoscopy.

Dan Liu, Yishuang Geng, Guanxiong Liu, Mingda Zhou, Kaveh Pahlavan

Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Direction Estimation Error Model of Embedded Magnetometer in Indoor Navigation Environment.

Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Effects of calibration RFID tags on performance of inertial navigation in indoor environment.

Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan

Proceedings of the International Conference on Computing, Networking and Communications, 2015

2012

Ambipolar circuits for analog, mixed-signal, and radio-frequency applications.

Kartik Mohanram, Xuebei Yang, Masoud Rostami, Guanxiong Liu, Alexander A. Balandin

Proceedings of the 2012 IEEE/ACM International Symposium on Nanoscale Architectures, 2012