| 2026 | ACL | CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. | Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Alexander Pretschner, Heinz Koeppl, Fakhri Karray |
| 2026 | IWCMC | Adaptive and Reliable Quality Enhancement in Metaverse: A BSUM Approach. | Maher Guizani, Latif U. Khan, Waseem Ullah, Mohammad A. Islam, Fakhri Karray |
| 2025 | AAAI | Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. | Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray |
| 2025 | ACL | HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. | Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray |
| 2025 | ACL | VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. | Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray |
| 2025 | ICCV | A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition. | Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Fakhri Karray |
| 2025 | ICCV | FusionEnsembleNet: An Attention-Based Ensemble of Spatiotemporal Networks for Multimodal Sign Language Recognition. | Md. Milon Islam, Md. Rezwanul Haque, S. M. Taslim Uddin Raju, Fakhri Karray |
| 2025 | IJCNN | HEXA: Heterogeneity-aware Exact Aggregation for Efficient Fine-Tuning in Federated Learning. | Marco Garofalo, Massimo Villari, Fakhri Karray |
| 2025 | IJCNN | GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning. | S. M. Taslim Uddin Raju, Md. Milon Islam, Md. Rezwanul Haque, Hamdi Altaheri, Fakhri Karray |
| 2025 | SMC | ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions. | Fatmah AlHindaassi, Mohammed Talha Alam, Fakhri Karray |
| 2025 | SMC | MMFformer: Multimodal Fusion Transformer Network for Depression Detection. | Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray |
| 2025 | SMC | MDD-Net: Multimodal Depression Detection through Mutual Transformer. | Md. Rezwanul Haque, Md. Milon Islam, S. M. Taslim Uddin Raju, Hamdi Altaheri, Lobna Nassar, Fakhri Karray |
| 2025 | WSDM | Large Language Model Simulator for Cold-Start Recommendation. | Feiran Huang, Yuanchen Bei, Zhenghang Yang, Junyi Jiang, Hao Chen, Qijie Shen, Senzhang Wang, Fakhri Karray, Philip S. Yu |
| 2024 | AAAI | Robustly Train Normalizing Flows via KL Divergence Regularization. | Kun Song, Ruben Solozabal, Hao Li, Martin Takc, Lu Ren, Fakhri Karray |
| 2024 | BMVC | FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging. | Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray |
| 2024 | CVPR | Drone-HAT: Hybrid Attention Transformer for Complex Action Recognition in Drone Surveillance Videos. | Mustaqeem Khan, Jamil Ahmad, Abdulmotaleb El Saddik, Wail Gueaieb, Giulia De Masi, Fakhri Karray |
| 2024 | EMNLP | Reference-free Hallucination Detection for Large Vision-Language Models. | Qing Li, Jiahui Geng, Chenyang Lyu, Derui Zhu, Maxim Panov, Fakhri Karray |
| 2024 | ICIP | Knowledge-Infused Learning for Fine-Grained Plant Disease Recognition. | Jamil Ahmad, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray |
| 2024 | IWCMC | Advancing Fairness in Microgrid Energy Transaction: An Alternative Approach. | Chemsedine Bchir, Moayad Aloqaily, Fakhri Karray, Mohsen Guizani |
| 2024 | SMC | TransUAAE-CapGen: Caption Generation from Histopathological Patches through Transformer and UNet-Based Adversarial Autoencoder. | S. M. Taslim Uddin Raju, Abdul Raqeeb Mohammad, Md. Milon Islam, Fakhri Karray |
| 2024 | WACV | CamoFocus: Enhancing Camouflage Object Detection with Split-Feature Focal Modulation and Context Refinement. | Abbas Khan, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, Giulia De Masi, Fakhri Karray |
| 2023 | IJCNN | Enhanced Deep Learning Satellite-based Model for Yield Forecasting and Quality Assurance Using Metamorphic Testing. | Islam Nasr, Lobna Nassar, Fakhri Karray, Mohamed Bin Zayed |
| 2023 | Interspeech | Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation. | Massa Baali, Ibrahim Almakky, Shady Shehata, Fakhri Karray |
| 2023 | IWCMC | A Survey on Securing 6G Wireless Communications based Optimization Techniques. | Ammar Kamal Abasi, Moayad Aloqaily, Bassem Ouni, Mohsen Guizani, Mrouane Debbah, Fakhri Karray |
| 2022 | AI | Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. | Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley |
| 2022 | IJCNN | Transfer Learning Framework for Forecasting Fresh Produce Yield and Price. | Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2022 | IWCMC | Computer Vision-Based Architecture for IoMT Using Deep Learning. | Rabiah Al-qudah, Moayad Aloqaily, Fakhri Karray |
| 2022 | SMC | COVID-19 Self-Test Guidance System For Swab Collection Using Deep Learning. | Youssef Abdelkareem, Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2022 | SMC | Advances in Preference-based Reinforcement Learning: A Review. | Youssef Abdelkareem, Shady Shehata, Fakhri Karray |
| 2022 | SMC | Multimodal Human Activity Recognition for Smart Healthcare Applications. | Md. Milon Islam, Sheikh Nooruddin, Fakhri Karray |
| 2022 | SMC | Enhancing Fresh Produce Yield Forecasting Using Vegetation Indices from Satellite Images. | Islam Nasr, Lobna Nassar, Fakhri Karray |
| 2022 | SMC | Improving Time Series Generation of GANs through Soft Dynamic Time Warping Loss. | Xiaozhuo Yu, Fakhri Karray |
| 2021 | ACML | Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. | Reza Godaz, Benyamin Ghojogh, Reshad Hosseini, Reza Monsefi, Fakhri Karray, Mark Crowley |
| 2021 | IJCNN | Transfer Learning Application for Berries Yield Forecasting using Deep Learning. | Mohita Chaudhary, Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | IJCNN | Satellite Images and Deep Learning Tools for Crop Yield Prediction and Price Forecasting. | Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | IJCNN | Versatile Deep Learning Based Application for Time Series Imputation. | Muhammad Saad, Mohita Chaudhary, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2021 | SMC | Deep Learning Approach for Forecasting Apple Yield using Soil Parameters. | Mohita Chaudhary, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Evaluation of Imputation Models Based on the Enhancement to Yield Forecasting. | Mohita Chaudhary, Muhammad Saad, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Deep Learning Models for Strawberry Yield and Price Forecasting Using Satellite Images. | Mohamed Sadok Gastli, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Time Series Similarity Analysis Framework in Fresh Produce Yield Forecast Domain. | Fatemeh Jafari, Lobna Nassar, Fakhri Karray |
| 2021 | SMC | Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. | Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray |
| 2021 | SMC | AutoEncoder regularization using Support Vector Data Description for Anomaly Detection. | Ambareesh Ravi, Fakhri Karray |
| 2020 | AI | Anomaly Detection and Prototype Selection Using Polyhedron Curvature. | Benyamin Ghojogh, Fakhri Karray, Mark Crowley |
| 2020 | IJCNN | Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. | Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley |
| 2020 | ICPR | Batch-Incremental Triplet Sampling for Training Triplet Networks Using Bayesian Updating Theorem. | Milad Sikaroudi, Benyamin Ghojogh, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh |
| 2020 | IJCNN | Deep Learning Based Approach for Fresh Produce Market Price Prediction. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | IJCNN | Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. | Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal |
| 2020 | ISVC | Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. | Milad Sikaroudi, Benyamin Ghojogh, Amir Safarpoor, Fakhri Karray, Mark Crowley, Hamid R. Tizhoosh |
| 2020 | SMC | Agent-Based Modeling to Simulate Real-World Prices: A Strawberry Market Study. | F. Fathallahi, Kumaraswamy Ponnambalam, Yu Huang, Fakhri Karray |
| 2020 | SMC | Machine Learning Tools for the Prediction of Fresh Produce Procurement Price. | Fatemeh Jafari, Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray, Lobna Nassar |
| 2020 | SMC | Yield forecast of California strawberry: Time-series Models vs. ML Tools. | Fatemeh Jafari, Kumaraswamy Ponnambalam, Seyed Jamshid Mousavi, Fakhri Karray |
| 2020 | SMC | Human Machine Interaction Platform for Home Care Support System. | Mahmoud M. Nasr, Fakhri Karray, Yuri Quintana |
| 2020 | SMC | Imputation Impact on Strawberry Yield and Farm Price Prediction Using Deep Learning. | Lobna Nassar, Muhammad Saad, Ifeanyi Emmanuel Okwuchi, Mohita Chaudhary, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | SMC | Deep Learning Ensemble Based Model for Time Series Forecasting Across Multiple Applications. | Ifeanyi Emmanuel Okwuchi, Lobna Nassar, Fakhri Karray, Kumaraswamy Ponnambalam |
| 2020 | SMC | Machine Learning Based Approaches for Imputation in Time Series Data and their Impact on Forecasting. | Muhammad Saad, Mohita Chaudhary, Fakhri Karray, Vincent C. Gaudet |
| 2020 | SMC | Tackling Imputation Across Time Series Models Using Deep Learning and Ensemble Learning. | Muhammad Saad, Lobna Nassar, Fakhri Karray, Vincent C. Gaudet |
| 2020 | SMC | A Tripartite Theory of Trustworthiness for Autonomous Systems. | Yingxu Wang, Svetlana N. Yanushkevich, Ming Hou, Konstantinos N. Plataniotis, Mark Coates, Marina L. Gavrilova, Yaoping Hu, Fakhri Karray, Henry Leung, Arash Mohammadi, Sam Kwong, Edward W. Tunstel, Ljiljana Trajkovic, Imre J. Rudas, Janusz Kacprzyk |
| 2019 | IJCNN | Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization. | Alaa El Khatib, Fakhri Karray |
| 2018 | IJCNN | Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. | Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray |
| 2018 | IJCNN | Methods to Improve Multi-Step Time Series Prediction. | Arief Koesdwiady, Alaa El Khatib, Fakhri Karray |
| 2018 | VTC | Non-Stationary Traffic Flow Prediction Using Deep Learning. | Arief Koesdwiady, Safaa M. Bedawi, Chaojie Ou, Fakhri Karray |
| 2018 | VTC | Predicting Steering Actions for Self-Driving Cars Through Deep Learning. | Chaojie Ou, Safaa Mahmoud Bedawi, Arief B. Koesdwiady, Fakhri Karray |
| 2016 | IJCAI | EBEK: Exemplar-Based Kernel Preserving Embedding. | Ahmed Elbagoury, Rania Ibrahim, Mohamed S. Kamel, Fakhri Karray |
| 2016 | IJCNN | LVC: Local Variance-based Clustering. | Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray |
| 2016 | IJCNN | Big-data-generated traffic flow prediction using deep learning and dempster-shafer theory. | Ridha Soua, Arief Koesdwiady, Fakhri Karray |
| 2015 | ICWSM | Exemplar-Based Topic Detection in Twitter Streams. | Ahmed Elbagoury, Rania Ibrahim, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray |
| 2015 | MSWIM | HCI in VANET IR-CAS: Multimodal Interface for VANET Context Aware IR Systems. | Lobna Nassar, Parmit K. Chilana, Mohamed S. Kamel, Fakhri Karray |
| 2015 | WWW | Short-Text Clustering using Statistical Semantics. | Sepideh Seifzadeh, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray |
| 2014 | IJCNN | Max-dependence regression. | Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic, Fakhri Karray |
| 2014 | MSWIM | A model for situation and threat/impact assessment in vehicular ad-hoc networks. | Keyvan Golestan, Ridha Soua, Fakhri Karray, Mohamed S. Kamel |
| 2014 | MSWIM | Evaluating VANET information retrieval context aware systems using the average distance measure ADM. | Lobna Nassar, Mohamed S. Kamel, Fakhri Karray |
| 2014 | SMC | Source-reliability-adaptive distributed information fusion. | Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray |
| 2014 | SDM | Embed and Conquer: Scalable Embeddings for Kernel | Ahmed Elgohary, Ahmed K. Farahat, Mohamed S. Kamel, Fakhri Karray |
| 2013 | ACII | Continuous Emotion Recognition: Another Look at the Regression Problem. | Pouria Fewzee, Fakhri Karray |
| 2013 | CIARP | An Arabic Optical Character Recognition System Using Restricted Boltzmann Machines. | Abdullah M. Rashwan, Mohamed S. Kamel, Fakhri Karray |
| 2013 | FUSION | High level information fusion through a fuzzy extension to Multi-Entity Bayesian Networks in Vehicular Ad-hoc Networks. | Keyvan Golestan, Fakhri Karray, Mohamed S. Kamel |
| 2013 | FUSION | Soft-Data-Constrained Multi-Model Particle Filter for agile target tracking. | Sepideh Seifzadeh, Bahador Khaleghi, Fakhri Karray |
| 2013 | ICDM | Adaptive Budget for Online Learning. | Talieh Seyed Tabatabaei, Fakhri Karray, Mohamed S. Kamel |
| 2012 | ICMI | Elastic net for paralinguistic speech recognition. | Pouria Fewzee, Fakhri Karray |
| 2012 | Interspeech | Emotional Speech: A Spectral Analysis. | Pouria Fewzee, Fakhri Karray |
| 2012 | IRI | Human-centered multi-target tracking: A Random Set theoretic approach. | Bahador Khaleghi, Fakhri Karray |
| 2012 | MSWIM | Vehicle localization in VANETs using data fusion and V2V communication. | Keyvan Golestan, Sepideh Seifzadeh, Mohamed S. Kamel, Fakhri Karray, Farook Sattar |
| 2012 | MSWIM | Adaptive communication gateway for vehicular networking applications. | Ayman Jundi, Slim Boumaiza, Fakhri Karray, Farook Sattar |
| 2012 | MSWIM | VANET IR-CAS: utilizing IR techniques in developing context aware system for VANET. | Lobna Nassar, Fakhri Karray, Mohamed S. Kamel, Farook Sattar |
| 2012 | SMC | Necessity of parametric conditions for monotonic TSK fuzzy systems. | Jin-Myung Won, Fakhri Karray |
| 2011 | ACII | Audio-Based Emotion Recognition from Natural Conversations Based on Co-Occurrence Matrix and Frequency Domain Energy Distribution Features. | Aya Sayedelahl, Pouria Fewzee, Mohamed S. Kamel, Fakhri Karray |
| 2011 | ICASSP | cROVER: Improving ROVER using automatic error detection. | Kacem Abida, Fakhri Karray, Wafa Abida |
| 2011 | ICRA | Integrating visual exploration and visual search in robotic visual attention: The role of human-robot interaction. | Momotaz Begum, Fakhri Karray |
| 2011 | Interspeech | ROVER Enhancement with Automatic Error Detection. | Kacem Abida, Fakhri Karray |
| 2010 | HIS | An integral approach for Geno-Simulated Annealing. | Mostafa M. Hassan, Fakhri Karray, Mohamed S. Kamel, Abbas Ahmadi |
| 2010 | ICPR | Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning. | Bob Zhang, Lei Zhang, Jane You, Fakhri Karray |
| 2009 | AINA | TCP/IP Model and Intrusion Detection Systems. | Safaa Zaman, Fakhri Karray |
| 2009 | AINA | Fuzzy ESVDF Approach for Intrusion Detection Systems. | Safaa Zaman, Fakhri Karray |
| 2009 | RO-MAN | A probabilistic approach for attention-based multi-modal human-robot interaction. | Momotaz Begum, Fakhri Karray, George K. I. Mann, Raymond G. Gosine |
| 2008 | ADMA | Enhancing Text Categorization Using Sentence Semantics. | Shady Shehata, Fakhri Karray, Mohamed Kamel |
| 2008 | CEC | Model order selection for multiple cooperative swarms clustering using stability analysis. | Abbas Ahmadi, Fakhri Karray, Mohamed Kamel |
| 2008 | CEC | The modified particle swarm optimization for the design of the Beta Basis Function neural networks. | Habib Dhahri, Adel M. Alimi, Fakhri Karray |
| 2008 | GECCO | Particle swarm clustering ensemble. | Abbas Ahmadi, Fakhri Karray, Mohamed Kamel |
| 2008 | IJCNN | Designing beta basis function neural network for optimization using particle swarm optimization. | Habib Dhahri, Adel M. Alimi, Fakhri Karray |
| 2008 | IJCNN | Enhancing the structure and parameters of the centers for BBF Fuzzy Neural Network classifier construction based on data structure. | Tarek M. Hamdani, Adel M. Alimi, Fakhri Karray |
| 2008 | ICPR | Non-dominated Sorting Evolution Strategy-based K-means clustering algorithm for accent classification. | Sameeh Ullah, Fakhri Karray, Jin-Myung Won |
| 2008 | IROS | Object- and space-based visual attention: An integrated framework for autonomous robots. | Momotaz Begum, George K. I. Mann, Ray G. Gosine, Fakhri Karray |
| 2008 | SMC | An evolutionary approach for accent classification in IVR systems. | Sameeh Ullah, Fakhri Karray |
| 2007 | ICASSP | Speech Emotion Recognition using Gaussian Mixture Vector Autoregressive Models. | Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray |
| 2007 | KDD | A concept-based model for enhancing text categorization. | Shady Shehata, Fakhri Karray, Mohamed Kamel |
| 2006 | CEC | Distributed Genetic Algorithm with Bi-Coded Chromosomes and a New Evaluation Function for Features Selection. | Tarek M. Hamdani, Adel M. Alimi, Fakhri Karray |
| 2006 | ICDM | Enhancing Text Clustering Using Concept-based Mining Model. | Shady Shehata, Fakhri Karray, Mohamed S. Kamel |
| 2006 | ICDM | Enhancing Text Retrieval Performance using Conceptual Ontological Graph. | Shady Shehata, Fakhri Karray, Mohamed S. Kamel |
| 2005 | SMC | An optimization algorithm for the coordinated hybrid agent framework. | Howard Li, Fakhri Karray, Otman A. Basir, Insop Song |
| 2004 | WCNC | Interference and error probability evaluation in multiservice interference limited wireless ad hoc networks. | Wael Bazzi, Fakhri Karray |
| 2003 | EUSFLAT | Deriving reservoir operating rules via fuzzy regression and ANFIS. | Seyed Jamshid Mousavi, Kumaraswamy Ponnambalam, Fakhri Karray |
| 2003 | IROS | Real world implementation of fuzzy anti-swing control for behavior-based intelligent crane system. | Jiaming Wang, Hao Li, Fakhri Karray, Otman A. Basir |
| 2002 | ICRA | A Hybrid Adaptive Fuzzy Approach for the Control of Cooperative Manipulators. | Wail Gueaieb, Fakhri Karray, Salah Al-Sharhan, Otman A. Basir |
| 2002 | SMC | Multi-agent CORBA-based robotics vision architecture for cue integration. | Federico Guedea, Fakhri Karray, Rogelio Soto, Insop Song, Otman Basir |
| 2002 | SMC | Data fusion for pattern classification via the Dempster-Shafer evidence theory. | Hongwei Zhu, Otman Basir, Fakhri Karray |
| 1998 | IROS | Robust joint trajectory tracking of a flexible lightweight manipulator. | Fakhri Karray, S. Tafazolli, Wail Gueaieb |
| 1998 | IROS | A software-based procedure for robotic end effector error correction. | Medhat Moussa, Martin Hill, James Fernandes, Fakhri Karray |
| 1997 | KES | Design of intelligent controllers for electronic speed regulation of a diesel engine. | Fakhri Karray, E. Conrad |