Md. Adnan Arefeen

According to our database, Md. Adnan Arefeen authored at least 18 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GTG-ACO: Graph Transformer Guided Ant Colony Optimization for learning heuristics and pheromone dynamics for combinatorial optimization.

Abrar Rahman Abir, Muhammad Ali Nayeem, M. Sohel Rahman, Md. Adnan Arefeen

Swarm Evol. Comput., 2025

2024

LeanContext: Cost-efficient domain-specific question answering using LLMs.

Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar

Nat. Lang. Process. J., 2024

iRAG: An Incremental Retrieval Augmented Generation System for Videos.

Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar

CoRR, 2024

TrafficLens: Multi-Camera Traffic Video Analysis Using LLMs.

Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

ClientShield: Malicious Clients Avoidance in Federated Learning with the Help of an Ant.

Md. Shahrukh Islam, Somonindro Roy, Md. Adnan Arefeen, Muhammad Ali Nayeem

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

ViTA: An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System.

Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

iRAG: Advancing RAG for Videos with an Incremental Approach.

Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

FactionFormer: Context-Driven Collaborative Vision Transformer Models for Edge Intelligence.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning.

Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

2022

Neural Network-Based Undersampling Techniques.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman

IEEE Trans. Syst. Man Cybern. Syst., 2022

Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar

Proceedings of the 2022 IEEE International Conference on Smart Computing, 2022

FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin

Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021

EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Yugyung Lee

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Towards resource-efficient detection-driven processing of multi-stream videos.

Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Cost effective processing of detection-driven video analytics at the edge.

Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin

Proceedings of the HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Zhu Li

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks.

Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Yugyung Lee

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2019

CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks.

Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Muhammad Abdullah Adnan

Proceedings of International Joint Conference on Computational Intelligence, 2019