Guanxiong Liu

39 papers A 2B 1C 1Misc 3Journal 17Unranked 15
YearRankTypeTitle / Venue / Authors
2025 A conf
A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning.
ICDCS
Phung Lai, Guanxiong Liu, NhatHai Phan, Issa Khalil, Abdallah Khreishah, Xintao Wu
2025 J jnl
A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning.
CoRR
Phung Lai, Guanxiong Liu, NhatHai Phan, Issa Khalil, Abdallah Khreishah, Xintao Wu
2024 J jnl
An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef).
IEEE Trans. Neural Networks Learn. Syst.
Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil
2024 — conf
HP-CSF: An GPU Optimization Method for CP Decomposition of Incomplete Tensors.
NPC (1)
Guanxiong Liu, Hao Wu
2023 B conf
Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management.
NOMS
Guanxiong Liu, Nicholas Furth, Hang Shi, Abdallah Khreishah, Joyoung Lee, Nirwan Ansari, Chengjun Liu, Yaser Jararweh
2022 J jnl
An Adaptive Black-box Defense against Trojan Attacks (TrojDef).
CoRR
Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil
2022 J jnl
Power-Efficient Wireless Coverage Using Minimum Number of UAVs.
Sensors
Ahmad Sawalmeh, Noor Shamsiah Othman, Guanxiong Liu, Abdallah Khreishah, Ali Hamdan Alenezi, Abdulaziz Alanazi
2022 J jnl
Smart Traffic Monitoring System Using Computer Vision and Edge Computing.
IEEE Trans. Intell. Transp. Syst.
Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Joyoung Lee, Nirwan Ansari, Chengjun Liu, Mustafa Mohammad Yousef
2022 — conf
Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness.
SDS
Nicholas Furth, Abdallah Khreishah, Guanxiong Liu, NhatHai Phan, Yaser Jararweh
2021 — conf
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples.
IEEE BigData
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan
2021 J jnl
A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan
2021 — conf
An Adaptive Black-box Defense against Trojan Attacks on Text Data.
SNAMS
Fatima Alsharadgah, Abdallah Khreishah, Mahmoud Al-Ayyoub, Yaser Jararweh, Guanxiong Liu, Issa Khalil, Muhannad Almutiry, Nasir Saeed
2021 Misc conf
CheXclusion: Fairness gaps in deep chest X-ray classifiers.
PSB
Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene Y. Chen, Marzyeh Ghassemi
2021 J jnl
Smart Traffic Monitoring System using Computer Vision and Edge Computing.
CoRR
Guanxiong Liu, Hang Shi, Abbas Kiani, Abdallah Khreishah, Joyoung Lee, Nirwan Ansari, Chengjun Liu, Mustafa Yousef
2021 — conf
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples.
CODASPY
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2020 J jnl
CheXclusion: Fairness gaps in deep chest X-ray classifiers.
CoRR
Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Marzyeh Ghassemi
2020 J jnl
ManiGen: A Manifold Aided Black-Box Generator of Adversarial Examples.
IEEE Access
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alnaeem, Abdulaziz Alhumam, Mohammed Anan
2020 J jnl
ManiGen: A Manifold Aided Black-box Generator of Adversarial Examples.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, Abdulelah Abdallah Algosaibi, Adel Aldalbahi, Mohammed Alaneem, Abdulaziz Alhumam, Mohammed Anan
2020 J jnl
Using Single-Step Adversarial Training to Defend Iterative Adversarial Examples.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 J jnl
CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data.
IEEE Trans. Big Data
Yanhua Li, Guanxiong Liu, Zhi-Li Zhang, Jun Luo, Fan Zhang
2019 — conf
Clinically Accurate Chest X-Ray Report Generation.
MLHC
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi
2019 J jnl
Clinically Accurate Chest X-Ray Report Generation.
CoRR
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi
2019 Misc conf
GanDef: A GAN Based Adversarial Training Defense for Neural Network Classifier.
SEC
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 J jnl
GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 — conf
Poster Abstract: Optimizing Handover Parameters by Q-learning for Heterogeneous RF-VLC Networks.
INFOCOM Workshops
Sihua Shao, Zareen Khan, Guanxiong Liu, Abdallah Khreishah, Moussa Ayyash, Hany Elgala, Thomas D. C. Little, Michael B. Rahaim
2019 — conf
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense.
DSN Workshops
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 J jnl
Using Intuition from Empirical Properties to Simplify Adversarial Training Defense.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 A conf
ZK-GanDef: A GAN Based Zero Knowledge Adversarial Training Defense for Neural Networks.
DSN
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2019 J jnl
ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks.
CoRR
Guanxiong Liu, Issa Khalil, Abdallah Khreishah
2018 — conf
A Two-Tier Edge Computing Based Model for Advanced Traffic Detection.
IoTSMS
Abbas Kiani, Guanxiong Liu, Hang Shi, Abdallah Khreishah, Nirwan Ansari, Joyoung Lee, Chengjun Liu
2018 — conf
Efficient Deployment of UAVs for Maximum Wireless Coverage Using Genetic Algorithm.
Sarnoff Symposium
Guanxiong Liu, Hazim Shakhatreh, Abdallah Khreishah, Xiwang Guo, Nirwan Ansari
2017 — conf
CityLines: Hybrid Hub-and-Spoke Urban Transit System.
SIGSPATIAL/GIS
Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang
2017 — conf
Modeling urban trip demands in cloud-commuting system: A holistic approach.
INFOCOM Workshops
Guanxiong Liu, Menghai Pan, Yanhua Li, Zhi-Li Zhang, Jun Luo
2016 C conf
On the accuracy of Wi-Fi localization using robot and human collected signatures.
ICCE
Luyao Niu, Yingyue Fan, Kaveh Pahlavan, Guanxiong Liu, Yishuang Geng
2016 J jnl
Two-Dimensional Oscillatory Neural Network Based on Charge-Density-Wave Devices Operating at Room Temperature.
CoRR
Alexander Khitun, Guanxiong Liu, Alexander A. Balandin
2015 — conf
Direction Estimation Error Model of Embedded Magnetometer in Indoor Navigation Environment.
UIC/ATC/ScalCom
Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan
2015 Misc conf
Effects of calibration RFID tags on performance of inertial navigation in indoor environment.
ICNC
Guanxiong Liu, Yishuang Geng, Kaveh Pahlavan
2015 — conf
WBANs-Spa: An Energy Efficient Relay Algorithm for Wireless Capsule Endoscopy.
VTC Fall
Dan Liu, Yishuang Geng, Guanxiong Liu, Mingda Zhou, Kaveh Pahlavan
2012 — conf
Ambipolar circuits for analog, mixed-signal, and radio-frequency applications.
NANOARCH
Kartik Mohanram, Xuebei Yang, Masoud Rostami, Guanxiong Liu, Alexander A. Balandin