Md. Adnan Arefeen

25 papers A* 1A 1B 4C 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
GTG-ACO: Graph Transformer Guided Ant Colony Optimization for learning heuristics and pheromone dynamics for combinatorial optimization.
Swarm Evol. Comput.
Abrar Rahman Abir, Muhammad Ali Nayeem, M. Sohel Rahman, Md. Adnan Arefeen
2025 J jnl
TrafficLens: Multi-Camera Traffic Video Analysis Using LLMs.
CoRR
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
2024 — conf
ClientShield: Malicious Clients Avoidance in Federated Learning with the Help of an Ant.
GECCO Companion
Md. Shahrukh Islam, Somonindro Roy, Md. Adnan Arefeen, Muhammad Ali Nayeem
2024 J jnl
LeanContext: Cost-efficient domain-specific question answering using LLMs.
Nat. Lang. Process. J.
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
2024 — conf
TrafficLens: Multi-Camera Traffic Video Analysis Using LLMs.
ITSC
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
2024 — conf
ViTA: An Efficient Video-to-Text Algorithm using VLM for RAG-based Video Analysis System.
CVPR Workshops
Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar
2024 A conf
iRAG: Advancing RAG for Videos with an Incremental Approach.
CIKM
Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar
2024 J jnl
iRAG: An Incremental Retrieval Augmented Generation System for Videos.
CoRR
Md. Adnan Arefeen, Biplob Debnath, Md. Yusuf Sarwar Uddin, Srimat Chakradhar
2023 B conf
FactionFormer: Context-Driven Collaborative Vision Transformer Models for Edge Intelligence.
SMARTCOMP
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
2023 J jnl
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs.
CoRR
Md. Adnan Arefeen, Biplob Debnath, Srimat Chakradhar
2023 — conf
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning.
IoTDI
Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das
2023 J jnl
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning.
CoRR
Md. Adnan Arefeen, Zhouyu Li, Md. Yusuf Sarwar Uddin, Anupam Das
2022 B conf
Chimera: Context-Aware Splittable Deep Multitasking Models for Edge Intelligence.
SMARTCOMP
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Biplob Debnath, Srimat Chakradhar
2022 B conf
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics.
DCOSS
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin
2022 J jnl
FrameHopper: Selective Processing of Video Frames in Detection-driven Real-Time Video Analytics.
CoRR
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin
2022 J jnl
Neural Network-Based Undersampling Techniques.
IEEE Trans. Syst. Man Cybern. Syst.
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman
2021 J jnl
A Lightweight ReLU-Based Feature Fusion for Aerial Scene Classification.
CoRR
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Zhu Li
2021 B conf
A Lightweight Relu-Based Feature Fusion For Aerial Scene Classification.
ICIP
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Zhu Li
2021 — conf
Cost effective processing of detection-driven video analytics at the edge.
HotEdgeVideo@MobiCom
Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin
2021 — conf
EARLIN: Early Out-of-Distribution Detection for Resource-Efficient Collaborative Inference.
ECML/PKDD (1)
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Yugyung Lee
2021 J jnl
EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference.
CoRR
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin, Yugyung Lee
2021 A* conf
Towards resource-efficient detection-driven processing of multi-stream videos.
MobiCom
Md. Adnan Arefeen, Md. Yusuf Sarwar Uddin
2021 — conf
TransJury: Towards Explainable Transfer Learning through Selection of Layers from Deep Neural Networks.
IEEE BigData
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, Md. Yusuf Sarwar Uddin, Yugyung Lee
2019 C conf
CerebLearn: Biologically Motivated Learning Rule for Artificial Feedforward Neural Networks.
IJCCI
Sumaiya Tabassum Nimi, Md. Adnan Arefeen, Muhammad Abdullah Adnan
2019 J jnl
Neural Network Based Undersampling Techniques.
CoRR
Md. Adnan Arefeen, Sumaiya Tabassum Nimi, M. Sohel Rahman