Mohammad Loni

35 papers A 2B 3C 4Journal 13Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A review on generative AI models for synthetic medical text, time series, and longitudinal data.
npj Digit. Medicine
Mohammad Loni, Fatemeh Poursalim, Mehdi Asadi, Arash Gharehbaghi
2025 B conf
DIANA: Drone Imagery for Archipelago Navigation and Analysis for Maritime Object Detection.
IJCNN
Mehdi Asadi, Amin Majd, Mohammad Loni, Juha Kalliovaara
2025 C conf
Efficient Torque Prediction for Digital Twins in Quarry Operations: A Data-Driven and Expert-Guided Approach.
INDIN
Abdulkarim Habbab, Anas Fattouh, Mohammad Loni, Koteshwar Chirumalla, Bobbie Frank, Markus Bohlin
2025 A conf
LS-HAR: Language Supervised Human Action Recognition with Salient Fusion, Construction Sites as a Use-Case.
IROS
Mohammad Mahdavian, Mohammad Loni, Ted Samuelsson, Mo Chen
2025 J jnl
PersonaBOT: Bringing Customer Personas to Life with LLMs and RAG.
CoRR
Muhammed Rizwan, Lars Carlsson, Mohammad Loni
2025 B conf
Robust Few-Shot Semantic Segmentation for Blurred and Occluded Objects in Construction Environments.
IJCNN
Maghsood Salimi, Mohammad Loni, Antonio Cicchetti, Marjan Sirjani
2024 J jnl
A Review on Generative AI Models for Synthetic Medical Text, Time Series, and Longitudinal Data.
CoRR
Mohammad Loni, Fatemeh Poursalim, Mehdi Asadi, Arash Gharehbaghi
2024 — conf
ConstScene: A Dataset and Model for Advancing Robust Semantic Segmentation in Construction Environment.
ICPRAI (2)
Maghsood Salimi, Mohammad Loni, Sara Afshar, Antonio Cicchetti, Marjan Sirjani
2024 J jnl
Language Supervised Human Action Recognition with Salient Fusion: Construction Worker Action Recognition as a Use Case.
CoRR
Mohammad Mahdavian, Mohammad Loni, Mo Chen
2023 J jnl
Accurate Detection of Paroxysmal Atrial Fibrillation with Certified-GAN and Neural Architecture Search.
CoRR
Mehdi Asadi, Fatemeh Poursalim, Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin, Arash Gharehbaghi
2023 J jnl
Auto-SpMV: Automated Optimizing SpMV Kernels on GPU.
CoRR
Mina Ashoury, Mohammad Loni, Farshad Khunjush, Masoud Daneshtalab
2023 J jnl
ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction Environments.
CoRR
Maghsood Salimi, Mohammad Loni, Sara Afshar, Marjan Sirjani, Antonio Cicchetti
2023 J jnl
DASS: Differentiable Architecture Search for Sparse Neural Networks.
ACM Trans. Embed. Comput. Syst.
Hamid Mousavi, Mohammad Loni, Mina Alibeigi, Masoud Daneshtalab
2023 — conf
Learning Activation Functions for Adversarial Attack Resilience in CNNs.
ICAISC (1)
Maghsood Salimi, Mohammad Loni, Marjan Sirjani
2023 — conf
Learning Activation Functions for Sparse Neural Networks.
AutoML
Mohammad Loni, Aditya Mohan, Mehdi Asadi, Marius Lindauer
2023 J jnl
Learning Activation Functions for Sparse Neural Networks.
CoRR
Mohammad Loni, Aditya Mohan, Mehdi Asadi, Marius Lindauer
2023 — conf
SARAF: Searching for Adversarial Robust Activation Functions.
ICMVA
Maghsood Salimi, Mohammad Loni, Marjan Sirjani, Antonio Cicchetti, Sara Abbaspour Asadollah
2022 — conf
3DLaneNAS: Neural Architecture Search for Accurate and Light-Weight 3D Lane Detection.
ICANN (1)
Ali Zoljodi, Mohammad Loni, Sadegh Abadijou, Mina Alibeigi, Masoud Daneshtalab
2022 — —
Efficient Design of Scalable Deep Neural Networks for Resource-Constrained Edge Devices.
Mohammad Loni
2022 J jnl
FastStereoNet: A Fast Neural Architecture Search for Improving the Inference of Disparity Estimation on Resource-Limited Platforms.
IEEE Trans. Syst. Man Cybern. Syst.
Mohammad Loni, Ali Zoljodi, Amin Majd, Byung Hoon Ahn, Masoud Daneshtalab, Mikael Sjödin, Hadi Esmaeilzadeh
2022 J jnl
PR-DARTS: Pruning-Based Differentiable Architecture Search.
CoRR
Hamid Mousavi, Mohammad Loni, Mina Alibeigi, Masoud Daneshtalab
2022 A conf
TAS: Ternarized Neural Architecture Search for Resource-Constrained Edge Devices.
DATE
Mohammad Loni, Hamid Mousavi, Mohammad Riazati, Masoud Daneshtalab, Mikael Sjödin
2021 — conf
Image Synthesisation and Data Augmentation for Safe Object Detection in Aircraft Auto-landing System.
VISIGRAPP (5: VISAPP)
Najda Vidimlic, Alexandra Levin, Mohammad Loni, Masoud Daneshtalab
2020 J jnl
A review on deep learning methods for ECG arrhythmia classification.
Expert Syst. Appl. X
Zahra Ebrahimi, Mohammad Loni, Masoud Daneshtalab, Arash Gharehbaghi
2020 J jnl
DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems.
Microprocess. Microsystems
Mohammad Loni, Sima Sinaei, Ali Zoljodi, Masoud Daneshtalab, Mikael Sjödin
2020 B conf
DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture.
CEC
Mohammad Loni, Ali Zoljodi, Daniel Maier, Amin Majd, Masoud Daneshtalab, Mikael Sjödin, Ben H. H. Juurlink, Reza Akbari
2019 — conf
A Cloud Based Super-Optimization Method to Parallelize the Sequential Code's Nested Loops.
MCSoC
Amin Majd, Mohammad Loni, Golnaz Sahebi, Masoud Daneshtalab, Elena Troubitsyna
2019 — conf
Design Challenges in Hardware Development of Time-Sensitive Networking: A Research Plan.
CPS Summer School, PhD Workshop
Adnan Ghaderi, Masoud Daneshtalab, Mohammad Ashjaei, Mohammad Loni, Saad Mubeen, Mikael Sjödin
2019 — conf
Multi-objective Optimization of Real-Time Task Scheduling Problem for Distributed Environments.
ECBS
Maghsood Salimi, Amin Majd, Mohammad Loni, Tiberiu Seceleanu, Cristina Seceleanu, Marjan Sirjani, Masoud Daneshtalab, Elena Troubitsyna
2019 — conf
NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems.
ICANN (1)
Mohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjödin
2019 C conf
SoFA: A Spark-oriented Fog Architecture.
IECON
Neda Maleki, Mohammad Loni, Masoud Daneshtalab, Mauro Conti, Hossein Fotouhi
2019 C conf
TOT-Net: An Endeavor Toward Optimizing Ternary Neural Networks.
DSD
Najmeh Nazari, Mohammad Loni, Mostafa E. Salehi, Masoud Daneshtalab, Mikael Sjödin
2018 — conf
A Customized Processing-in-Memory Architecture for Biological Sequence Alignment.
ASAP
Nasrin Akbari, Mehdi Modarressi, Masoud Daneshtalab, Mohammad Loni
2018 C conf
ADONN: Adaptive Design of Optimized Deep Neural Networks for Embedded Systems.
DSD
Mohammad Loni, Masoud Daneshtalab, Mikael Sjödin
2018 — conf
Designing Compact Convolutional Neural Network for Embedded Stereo Vision Systems.
MCSoC
Mohammad Loni, Amin Majd, Abdolah Loni, Masoud Daneshtalab, Mikael Sjödin, Elena Troubitsyna