A Generic Domain Pruning Technique for GDL-Based DCOP Algorithms in Cooperative Multi-Agent Systems. - Md. Mosaddek Khan; Long Tran-Thanh; Nicholas R. Jennings (AAMAS, 2018)

A Near-Optimal Node-to-Agent Mapping Heuristic for GDL-Based DCOP Algorithms in Multi-Agent Systems. - Md. Mosaddek Khan; Long Tran-Thanh; William Yeoh 001; Nicholas R. Jennings (AAMAS, 2018)

Speeding Up GDL-Based Message Passing Algorithms for Large-Scale DCOPs. - Md. Mosaddek Khan; Long Tran-Thanh; Sarvapali D. Ramchurn; Nicholas R. Jennings (Comput. J., 2018)

A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. - Md. Mofijul Islam; Amar Debnath; Tahsin Al Sayeed; Jyotirmay Nag Setu; Md Mahmudur Rahman 002; Md Sadman Sakib; Md. Abdur Razzaque; Md. Mosaddek Khan; Swakkhar Shatabda (CoRR, 2018)

Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs. - Mashrur Rashik; Md. Musfiqur Rahman; Md. Mamun-Or-Rashid; Md. Mosaddek Khan (CoRR, 2019)

A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems. - Moumita Choudhury; Saaduddin Mahmud; Md. Mosaddek Khan (AAAI, 2020)

AED: An Anytime Evolutionary DCOP Algorithm. - Saaduddin Mahmud; Moumita Choudhury; Md. Mosaddek Khan; Long Tran-Thanh; Nicholas R. Jennings (AAMAS, 2020)

C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs. - Amit Sarker; Abdullahil Baki Arif; Moumita Choudhury; Md. Mosaddek Khan (AAMAS, 2020)

Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs. - Saaduddin Mahmud; Md. Mosaddek Khan; Moumita Choudhury; Long Tran-Thanh; Nicholas R. Jennings (IJCAI, 2020)

On Population-Based Algorithms for Distributed Constraint Optimization Problems. - Saaduddin Mahmud; Md. Mosaddek Khan; Nicholas R. Jennings (CoRR, 2020)

A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems. - Moumita Choudhury; Amit Sarker; Md. Mosaddek Khan; William Yeoh 001 (CoRR, 2020)

Improving Solution Quality of Bounded Max-Sum Algorithm to Solve DCOPs involving Hard and Soft Constraints. - Md. Musfiqur Rahman; Mashrur Rashik; Md. Mamun-Or-Rashid; Md. Mosaddek Khan (CoRR, 2020)

Accelerating Recursive Partition-Based Causal Structure Learning. - Md. Musfiqur Rahman; Ayman Rasheed; Md. Mosaddek Khan; Mohammad Ali Javidian; Pooyan Jamshidi; Md. Mamun-Or-Rashid (AAMAS, 2021)

A Local Search Based Approach to Solve Continuous DCOPs. - Amit Sarker; Moumita Choudhury; Md. Mosaddek Khan (AAMAS, 2021)

Accelerating Message Passing Operation of GDL-Based Constraint Optimization Algorithms Using Multiprocessing. - Syeed Abrar Zaoad; Tauhid Tanjim; Mir Hasan; Md. Mamun-Or-Rashid; Ibrahem Abdullah Almansour; Md. Mosaddek Khan (ISPA/BDCloud/SocialCom/SustainCom, 2021)

Speeding up distributed pseudo-tree optimization procedures with cross edge consistency to solve DCOPs. - Mashrur Rashik; Md. Musfiqur Rahman; Md. Mosaddek Khan; Md. Mamun-Or-Rashid; Long Tran-Thanh; Nicholas R. Jennings (Appl. Intell., 2021)

An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems. - K. M. Merajul Arefin; Mashrur Rashik; Saaduddin Mahmud; Md. Mosaddek Khan (CoRR, 2021)

Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network. - Rafid Ameer Mahmud; Fahim Faisal; Saaduddin Mahmud; Md. Mosaddek Khan (CoRR, 2021)

Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks. - Plabon Shaha; Talha Islam Zadid; Ismat Rahman; Md. Mosaddek Khan (CoRR, 2021)

A Simulation Based Online Planning Algorithm for Multi-Agent Cooperative Environments. - Rafid Ameer Mahmud; Fahim Faisal; Saaduddin Mahmud; Md. Mosaddek Khan (AAMAS, 2022)

SPaFE: A Crowdsourcing and Multimodal Recommender System to Ensure Travel Safety in a City. - Ekram Hossain 002; Md. Rezaul Karim 002; Mir Hasan; Syeed Abrar Zaoad; Tauhid Tanjim; Md. Mosaddek Khan (IEEE Access, 2022)

An Adaptive Agent-Specific Sub-Optimal Bounding Approach for Multi-Agent Path Finding. - Mustafizur Rahman 007; Md. Ahasanul Alam; Md Mofijul Islam; Ismat Rahman; Md. Mosaddek Khan; Tariq Iqbal (IEEE Access, 2022)

On evaluation of patrolling and signalling schemes to prevent poaching in green security games. - Dewan Tariq Hasan; Md. Mosaddek Khan; Muhammad Ibrahim; Ibrahem Abdullah Almansour (Intell. Syst. Appl., 2022)

CrowdSPaFE: A Crowd-Sourced Multimodal Recommendation System for Urban Route Safety. - Syeed Abrar Zaoad; Md. Mamun-Or-Rashid; Md. Mosaddek Khan (IEEE Access, 2023)

Understanding the Usage of QUBO-based Hamiltonian Function in Combinatorial Optimization over Graphs: A Discussion Using Max Cut (MC) Problem. - Redwan Ahmed Rizvee; Md. Mosaddek Khan (CoRR, 2023)

A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning. - Redwan Ahmed Rizvee; Raheeb Hassan; Md. Mosaddek Khan (CoRR, 2023)

A particle swarm inspired approach for continuous distributed constraint optimization problems. - Moumita Choudhury; Amit Sarker; Samin Yaser; Md. Maruf Al Alif Khan; William Yeoh 001; Md. Mosaddek Khan (Eng. Appl. Artif. Intell., 2023)

Reinforcement Learning-Based Formulations With Hamiltonian-Inspired Loss Functions for Combinatorial Optimization Over Graphs. - Redwan Ahmed Rizvee; Raheeb Hassan; Md. Mosaddek Khan (IEEE Access, 2024)

Adaptive Opponent Policy Detection in Multi-Agent MDPs: Real-Time Strategy Switch Identification Using Running Error Estimation. - Mohidul Haque Mridul; Mohammad Foysal Khan; Redwan Ahmed Rizvee; Md. Mosaddek Khan (CoRR, 2024)

Blind Image Deblurring using FFT-ReLU with Deep Learning Pipeline Integration. - Abdul Mohaimen Al Radi; Prothito Shovon Majumder; Syed Mumtahin Mahmud; Mahdi Mohd Hossain Noki; Md. Haider Ali; Md. Mosaddek Khan (CoRR, 2024)

Decentralized Cooperation in Heterogeneous Multi-Agent Reinforcement Learning via Graph Neural Network-Based Intrinsic Motivation. - Jahir Sadik Monon; Deeparghya Dutta Barua; Md. Mosaddek Khan (CoRR, 2024)

FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics. - Mabsur Fatin Bin Hossain; Lubna Zahan Lamia; Md Mahmudur Rahman; Md. Mosaddek Khan (CoRR, 2024)

DePAint: a decentralized safe multi-agent reinforcement learning algorithm considering peak and average constraints. - Raheeb Hassan; K. M. Shadman Wadith; Md. Mamun-Or-Rashid; Md. Mosaddek Khan (Appl. Intell., 2024)

Learning Heterogeneous Agent Collaboration in Decentralized Multi-Agent Systems via Intrinsic Motivation. - Jahir Sadik Monon; Deeparghya Dutta Barua; Md. Mosaddek Khan (AAMAS, 2025)

Blind Image Deblurring with FFT-ReLU Sparsity Prior. - Abdul Mohaimen Al Radi; Prothito Shovon Majumder; Md. Mosaddek Khan (WACV, 2025)

Deblurring in the Wild: A Real-World Dataset from Smartphone High-Speed Videos. - Mahdi Mohd Hossain Noki; Syed Mumtahin Mahmud; Prothito Shovon Majumder; Abdul Mohaimen Al Radi; Md. Haider Ali; Md. Mosaddek Khan (CoRR, 2025)

Rel-HNN: Split Parallel Hypergraph Neural Network for Learning on Relational Databases. - Md. Tanvir Alam; Md. Ahasanul Alam; Md Mahmudur Rahman; Md. Mosaddek Khan (CoRR, 2025)

Optimizing node selection in search based multi-agent path finding. - Md. Ahasanul Alam; Shekhar Mahmud; Md. Mamun-Or-Rashid; Md. Mosaddek Khan (Auton. Agents Multi Agent Syst., 2025)