CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks. - Sumaiya Tabassum Nimi; Md. Adnan Arefeen; Muhammad Abdullah Adnan (IJCCI, 2019)

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 (IEEE BigData, 2021)

A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification. - Md. Adnan Arefeen; Sumaiya Tabassum Nimi; Md. Yusuf Sarwar Uddin; Zhu Li 001 (ICIP, 2021)

Cost effective processing of detection-driven video analytics at the edge. - Md. Adnan Arefeen; Md. Yusuf Sarwar Uddin (HotEdgeVideo@MobiCom, 2021)

Towards resource-efficient detection-driven processing of multi-stream videos. - Md. Adnan Arefeen; Md. Yusuf Sarwar Uddin (MobiCom, 2021)

EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference. - Sumaiya Tabassum Nimi; Md. Adnan Arefeen; Md. Yusuf Sarwar Uddin; Yugyung Lee (ECML/PKDD (1), 2021)

FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics. - Md. Adnan Arefeen; Sumaiya Tabassum Nimi; Md. Yusuf Sarwar Uddin (DCOSS, 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 (SMARTCOMP, 2022)

Neural Network-Based Undersampling Techniques. - Md. Adnan Arefeen; Sumaiya Tabassum Nimi; M. Sohel Rahman (IEEE Trans. Syst. Man Cybern. Syst., 2022)

MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning. - Md. Adnan Arefeen; Zhouyu Li; Md. Yusuf Sarwar Uddin; Anupam Das 001 (IoTDI, 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 (SMARTCOMP, 2023)

iRAG: Advancing RAG for Videos with an Incremental Approach. - Md. Adnan Arefeen; Biplob Debnath; Md. Yusuf Sarwar Uddin; Srimat Chakradhar (CIKM, 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 (CVPR Workshops, 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 (GECCO Companion, 2024)

TrafficLens: Multi-Camera Traffic Video Analysis Using LLMs. - Md. Adnan Arefeen; Biplob Debnath; Srimat Chakradhar (ITSC, 2024)

iRAG: An Incremental Retrieval Augmented Generation System for Videos. - Md. Adnan Arefeen; Biplob Debnath; Md. Yusuf Sarwar Uddin; Srimat Chakradhar (CoRR, 2024)

LeanContext: Cost-efficient domain-specific question answering using LLMs. - Md. Adnan Arefeen; Biplob Debnath; Srimat Chakradhar (Nat. Lang. Process. J., 2024)