| 2025 | AAAI | Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks. | Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad |
| 2025 | ICASSP | BAD: Bidirectional Auto-Regressive Diffusion for Text-to-Motion Generation. | Seyed Rohollah Hosseyni, Ali Ahmad Rahmani, Seyed Jamal Seyed-Mohammadi, Sanaz Seyedin, Arash Mohammadi |
| 2025 | ICASSP | SOLVE: Spatially Optimized Lung Volume Evidence Model for Efficient Nodule Malignancy Classification. | Sadaf Khademi, Anastasia Oikonomou, Arash Mohammadi |
| 2025 | ICASSP | Self-Prompting Polyp Segmentation in Colonoscopy Using Hybrid YOLO-SAM2 Model. | Mobina Mansoori, Sajjad Shahabodini, Jamshid Abouei, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2025 | ICIP | Advancements in Medical Image Classification Through Fine-Tuning Natural Domain Foundation Models. | Mobina Mansoori, Sajjad Shahabodini, Farnoush Bayatmakou, Jamshid Abouei, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2025 | SMC | Mammo-Mamba: A Hybrid State-Space and Transformer Architecture with Sequential Mixture of Experts for Multi-View Mammography. | Farnoush Bayatmakou, Reza Taleei, Nicole Simone, Arash Mohammadi |
| 2025 | SMC | ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance. | Afshar Shamsi, Rejisa Becirovic, Ahmadreza Argha, Ehsan Abbasnejad, Hamid Alinejad-Rokny, Arash Mohammadi |
| 2024 | FUSION | KnFu: Effective Knowledge Fusion. | S. Jamal Seyedmohammadi, Kawa Atapour, Jamshid Abouei, Arash Mohammadi |
| 2024 | ICIP | Nyctale: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction. | Sadaf Khademi, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2023 | ICASSP | ViT-Cat: Parallel Vision Transformers With Cross Attention Fusion for Popularity Prediction in MEC Networks. | Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Jamshid Abouei, Konstantinos N. Plataniotis |
| 2023 | ICASSP | Spatio-Temporal Hybrid Fusion of CAE and SWin Transformers for Lung Cancer Malignancy Prediction. | Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2023 | ICASSP | HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. | Mansooreh Montazerin, Elahe Rahimian, Farnoosh Naderkhani, Seyed Farokh Atashzar, Hamid Alinejad-Rokny, Arash Mohammadi |
| 2023 | ICASSP | RL-IFF: Indoor Localization via Reinforcement Learning-Based Information Fusion. | Mohammad Salimibeni, Arash Mohammadi |
| 2023 | ICASSP | Light-Weight CNN-Attention Based Architecture for Hand Gesture Recognition Via Electromyography. | Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi |
| 2023 | SMC | Spiking Neural Networks for sEMG-Based Hand Gesture Recognition. | Mansooreh Montazerin, Farnoosh Naderkhani, Arash Mohammadi |
| 2022 | ACSSC | Autonomous Virtual Cognitive Assessment via NLP and Hand Gesture Recognition. | Bahar Karimi, Soheil Zabihi, Mohammad Salimibeni, Arash Mohammadi |
| 2022 | GLOBECOM | JUNO: Jump-Start Reinforcement Learning-based Node Selection for UWB Indoor Localization. | Zohreh Hajiakhondi-Meybodi, Ming Hou, Arash Mohammadi |
| 2022 | ICASSP | Data Shapley Value for Handling Noisy Labels: An Application in Screening Covid-19 Pneumonia from Chest CT Scans. | Nastaran Enshaei, Moezedin Javad Rafiee, Arash Mohammadi, Farnoosh Naderkhani |
| 2022 | ICASSP | Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism. | Elahe Rahimian, Soheil Zabihi, Amir Asif, Dario Farina, Seyed Farokh Atashzar, Arash Mohammadi |
| 2021 | ICASSP | Online Dynamic Window (ODW) Assisted 2-Stage LSTM Indoor Localization for Smart Phones. | Mohammadamin Atashi, Arash Mohammadi |
| 2021 | ICASSP | Bluetooth Low Energy and CNN-Based Angle of Arrival Localization in Presence of Rayleigh Fading. | Zohreh Hajiakhondi-Meybodi, Mohammad Salimibeni, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2021 | ICASSP | Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks. | Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani |
| 2021 | ICASSP | Few-Shot Learning for Decoding Surface Electromyography for Hand Gesture Recognition. | Elahe Rahimian, Soheil Zabihi, Amir Asif, Seyed Farokh Atashzar, Arash Mohammadi |
| 2021 | ICASSP | Makf-Sr: Multi-Agent Adaptive Kalman Filtering-Based Successor Representations. | Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Petros Spachos, Konstantinos N. Plataniotis |
| 2021 | ICIP | Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data. | Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2021 | ICIP | SepUnet: Depthwise Separable Convolution Integrated U-Net For MRI Reconstruction. | Soheil Zabihi, Elahe Rahimian, Amir Asif, Arash Mohammadi |
| 2021 | SMC | Streaming Compression Multimedia Data over WMSNs based on Fairness Cluster-based Routing Protocol. | Bahar Sarhadi, Jamshid Abouei, Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2020 | ACSSC | Hybrid Deep Neural Networks for Sparse Surface EMG-Based Hand Gesture Recognition. | Elahe Rahimian, Soheil Zabihi, Amir Asif, Arash Mohammadi |
| 2020 | ACSSC | Distributed Hybrid Kalman Temporal Differences for Reinforcement Learning. | Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2020 | FUSION | Bluetooth Low Energy-based Angle of Arrival Estimation via Switch Antenna Array for Indoor Localization. | Zohreh Hajiakhondi-Meybodi, Mohammad Salimibeni, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2020 | FUSION | ND-SMPF: A Noisy Deep Neural Network Fusion Framework for Stock Price Movement Prediction. | Farnoush Ronaghi, Mohammad Salimibeni, Farnoosh Naderkhani, Arash Mohammadi |
| 2020 | ICASSP | MDR-SURV: A Multi-Scale Deep Learning-Based Radiomics for Survival Prediction in Pulmonary Malignancies. | Parnian Afshar, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2020 | ICASSP | Non-Gaussian BLE-Based Indoor Localization Via Gaussian Sum Filtering Coupled with Wasserstein Distance. | Parvin Malekzadeh, Shervin Mehryar, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2020 | ICASSP | XceptionTime: Independent Time-Window Xceptiontime Architecture for Hand Gesture Classification. | Elahe Rahimian, Soheil Zabihi, Seyed Farokh Atashzar, Amir Asif, Arash Mohammadi |
| 2020 | SMC | FDIA Detection through an Adaptive Multi-Level Features Classification in Smart Grids. | Marziyehsadat Asadi, Jamshid Abouei, Zohreh Hajiakhondi-Meybodi, Mohammadreza Mazidi, Arash Mohammadi |
| 2020 | SMC | Bluetooth Low Energy-based Angle of Arrival Estimation in Presence of Rayleigh Fading. | Zohreh Hajiakhondi-Meybodi, Mohammad Salimibeni, Arash Mohammadi, Konstantinos N. Plataniotis |
| 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 | CoDIT | Resilient Event-triggered Average Consensus Under Denial of Service Attack and Uncertain Network. | Amir Amini, Ali Azarbahram, Arash Mohammadi, Amir Asif |
| 2019 | FUSION | Multiple Model BLE-based Tracking via Validation of RSSI Fluctuations under Different Conditions. | Mohammadamin Atashi, Mohammad Salimibeni, Parvin Malekzadeh, Mihai Barbulescu, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2019 | ICASSP | Capsule Networks for Brain Tumor Classification Based on MRI Images and Coarse Tumor Boundaries. | Parnian Afshar, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2019 | ICASSP | Hybrid Deep Neural Network Model for Remaining Useful Life Estimation. | Ali Al-Dulaimi, Soheil Zabihi, Amir Asif, Arash Mohammadi |
| 2019 | ICASSP | Quantized Event-triggered Sampled-data Average Consensus with Guaranteed Rate of Convergence. | Amir Amini, Amir Asif, Arash Mohammadi |
| 2019 | ICASSP | Belief Condensation Filtering for RSSI-Based State Estimation in Indoor Localization. | Shervin Mehryar, Parvin Malekzadeh, Santiago Mazuelas, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2019 | ICIP | Capsule Networks' Interpretability for Brain Tumor Classification Via Radiomics Analyses. | Parnian Afshar, Konstantinos N. Plataniotis, Arash Mohammadi |
| 2019 | SMC | A Model Predictive Control-based Motion Cueing Algorithm using an optimized Nonlinear Scaling for Driving Simulators. | Houshyar Asadi, Arash Mohammadi, Shady M. K. Mohamed, Mohammad Reza Chalak Qazani, Chee Peng Lim, Abbas Khosravi, Saeid Nahavandi |
| 2018 | ICASSP | An Event-Triggered Average Consensus Algorithm with Performance Guarantees for Distributed Sensor Networks. | Amir Amini, Amir Asif, Arash Mohammadi |
| 2018 | ICASSP | A Robust Event-Triggered Consensus Strategy for Linear Multi-Agent Systems with Uncertain Network Topology. | Amir Amini, Amir Asif, Arash Mohammadi |
| 2018 | ICASSP | Event-Triggered Particle Filtering Via Diffusion Strategies for Distributed Estimation in Autonomous Systems. | Somayeh Davar, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2018 | ICASSP | Multiple-Model and Reduced-Order Kalman Filtering for Pathological Hand Tremor Extraction. | Vahid Khorasani Ghassab, Arash Mohammadi, Seyed Farokh Atashzar, Rajni V. Patel |
| 2018 | ICASSP | WAKE-BPAT: Wavelet-Based Adaptive Kalman Filtering for Blood Pressure Estimation Via Fusion of Pulse Arrival Times. | Golnar Kalantar, Sourav Kumar Mukhopadhyay, Fatemeh Marefat, Pedram Mohseni, Arash Mohammadi |
| 2018 | ICASSP | A Bayesian Framework to Optimize Double Band Spectra Spatial Filters for Motor Imagery Classification. | Soroosh Shahtalebi, Arash Mohammadi |
| 2018 | ICIP | Brain Tumor Type Classification via Capsule Networks. | Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2018 | ICIP | CARISI: Convolutional Autoencoder-Based Inter-Slice Interpolation of Brain Tumor Volumetric Images. | Parnian Afshar, Atefeh Shahroudnejad, Arash Mohammadi, Konstantinos N. Plataniotis |
| 2017 | DCOSS | Multi-sensor and Information-Based Event Triggered Distributed Estimation. | Somayeh Davar, Arash Mohammadi |
| 2017 | ICASSP | Event-based consensus for a class of heterogeneous multi-agent systems: An LMI approach. | Amir Amini, Arash Mohammadi, Amir Asif |
| 2017 | ISCAS | Data-adaptive color image denoising and enhancement using graph-based filtering. | Hamidreza Sadreazami, Amir Asif, Arash Mohammadi |
| 2017 | SMC | Openga, a C++ genetic algorithm library. | Arash Mohammadi, Houshyar Asadi, Shady M. K. Mohamed, Kyle Nelson, Saeid Nahavandi |
| 2017 | SMC | Ternary ECOC classifiers coupled with optimized spatio-spectral patterns for multiclass motor imagery classification. | Soroosh Shahtalebi, Arash Mohammadi |
| 2016 | ICASSP | Diffusive particle filtering for distributed multisensor estimation. | Arash Mohammadi, Amir Asif |
| 2016 | SMC | MPC-based motion cueing algorithm with short prediction horizon using exponential weighting. | Arash Mohammadi, Houshyar Asadi, Shady M. K. Mohamed, Kyle Nelson, Saeid Nahavandi |
| 2016 | SMC | A Particle Swarm Optimization-based washout filter for improving simulator motion fidelity. | Houshyar Asadi, Arash Mohammadi, Shady M. K. Mohamed, Chee Peng Lim, Amin Khatami, Abbas Khosravi, Saeid Nahavandi |
| 2015 | SMC | CISR-ODE, A C++ Framework with ODE Solver for Code Based System Dynamics Simulation. | Arash Mohammadi, Shady M. K. Mohamed, Saeid Nahavandi, Karsten Ahnert |
| 2014 | ICASSP | Reduced order distributed particle filter for electric power grids. | Amir Asif, Arash Mohammadi, Shivam Saxena |
| 2014 | ICASSP | A distributed consensus plus innovation particle filter for networks with communication constraints. | Arash Mohammadi, Amir Asif |
| 2014 | ICONIP | Adaptive Translational Cueing Motion Algorithm Using Fuzzy Based Tilt Coordination. | Houshyar Asadi, Arash Mohammadi, Shady M. K. Mohamed, Saeid Nahavandi |
| 2014 | ICONIP | Adaptive Washout Algorithm Based Fuzzy Tuning for Improving Human Perception. | Houshyar Asadi, Arash Mohammadi, Shady M. K. Mohamed, Delpak Rahim Zadeh, Saeid Nahavandi |
| 2013 | DCOSS | Decentralized Bayesian Estimation with Quantized Observations: Theoretical Performance Bounds. | Arash Mohammadi, Amir Asif, Xionghu Zhong, A. Benjamin Premkumar |
| 2013 | FUSION | Acoustic source tracking in a reverberant environment using a pairwise synchronous microphone network. | Xionghu Zhong, Arash Mohammadi, Wenwu Wang, A. Benjamin Premkumar, Amir Asif |
| 2013 | ICASSP | Decentralized computation of the conditional posterior Cramr-Rao lower bound: Application to adaptive sensor selection. | Arash Mohammadi, Amir Asif |
| 2013 | ICASSP | Full order nonlinear distributed estimation in intermittently connected networks. | Arash Mohammadi, Amir Asif |
| 2012 | FUSION | Decentralized sensor selection based on the distributed posterior Cramr-Rao lower bound. | Arash Mohammadi, Amir Asif |
| 2012 | GLOBECOM | Theoretical performance bounds for reduced-order linear and nonlinear distributed estimation. | Arash Mohammadi, Amir Asif |
| 2008 | IJCNN | Design of a chaotic neural network by using chaotic nodes and NDRAM network. | Aboozar Taherkhani, Arash Mohammadi, Seyyed Ali Seyyedsalehi, Hamed Davande |