Apurba Adhikary

68 papers B 7C 3Misc 1Journal 42Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Prototype-Guided Federated Knowledge Distillation Approach in AI-RAN Enabled Multi-Access Edge Computing System.
CoRR
Luyao Zou, Hayoung Oh, Chu Myaet Thwal, Apurba Adhikary, Seohyeon Hong, Zhu Han
2026 J jnl
Age of Sensing Empowered Holographic ISAC Framework for nextG Wireless Networks: A VAE and DRL Approach.
IEEE Trans. Netw. Serv. Manag.
Apurba Adhikary, Avi Deb Raha, Yu Qiao, Md. Shirajum Munir, Mrityunjoy Gain, Zhu Han, Choong Seon Hong
2026 J jnl
An Age of Service and Transformer-Driven Transfer Learning Framework for Holographic MIMO-Enabled 6G Networks.
IEEE Trans. Netw. Sci. Eng.
Apurba Adhikary, Yu Qiao, Avi Deb Raha, Luyao Zou, Mrityunjoy Gain, Zhu Han, Choong Seon Hong
2026 J jnl
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks.
IEEE Trans. Netw. Sci. Eng.
Yu Qiao, Apurba Adhikary, Kitae Kim, Eui-Nam Huh, Zhu Han, Choong Seon Hong
2026 J jnl
Geometric Knowledge-Assisted Federated Dual Knowledge Distillation Approach Towards Remote Sensing Satellite Imagery.
CoRR
Luyao Zou, Fei Pan, Jueying Li, Yan Kyaw Tun, Apurba Adhikary, Zhu Han, Hayoung Oh
2026 J jnl
Performance Analysis of Shallow Convolutional Neural Network-Based Hybrid Model for Image Classification.
SN Comput. Sci.
Arman Ahmed Shawon, Fatema Jannat Dihan, Yu Qiao, Md. Bipul Hossain, Saydul Akbar Murad, Mahadi Hasan, Luyao Zou, Monishanker Halder, Avi Deb Raha, Mrityunjoy Gain, Apurba Adhikary
2026 J jnl
Robust Federated Learning With Heterogeneous Clients via Classifier Calibration and Alignment.
IEEE Internet Things J.
Yu Qiao, Zilong Jin, Avi Deb Raha, Apurba Adhikary, Eui-Nam Huh, Dusit Niyato, Zhu Han, Choong Seon Hong
2026 J jnl
Security Risks in Vision-Based Beam Prediction: From Spatial Proxy Attacks to Feature Refinement.
IEEE Trans. Wirel. Commun.
Avi Deb Raha, Kitae Kim, Mrityunjoy Gain, Apurba Adhikary, Zhu Han, Eui-Nam Huh, Choong Seon Hong
2025 — conf
A Federated Learning Framework for Optimizing Edge Computing with Semantic Offloading.
ICACT
Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Choong Seon Hong
2025 J jnl
AI-Driven Framework for Multi-Service Multi-Modal Devices in NextG ORAN Systems.
CoRR
Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Walid Saad, Zhu Han, Choong Seon Hong
2025 J jnl
Advancing Ultra-Reliable 6G: Transformer and Semantic Localization Empowered Robust Beamforming in Millimeter-Wave Communications.
IEEE Trans. Veh. Technol.
Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Zhu Han, Choong Seon Hong
2025 J jnl
Boosting Federated Domain Generalization: Understanding the Role of Advanced Pretrained Architectures.
IEEE Internet Things J.
Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Yu Qiao, Zhu Han, Choong Seon Hong
2025 — conf
Continual Adaptation and Dynamic Number of Devices Management for Resource Provisioning in NextG O-RAN.
ICC
Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Zhu Han, Choong Seon Hong
2025 — conf
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications.
ICC
Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong
2025 J jnl
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications.
CoRR
Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong
2025 J jnl
Dynamic Balanced Training Regimes: Elevating model performance through iterative training with imbalanced superset and balanced subset alternation.
Expert Syst. Appl.
Mrityunjoy Gain, Asadov Amirjon, Sumit Kumar Dam, Apurba Adhikary, Anupam Kumar Bairagi, Rameswar Debnath, Avi Deb Raha
2025 J jnl
FedFeat+: A Robust Federated Learning Framework Through Federated Aggregation and Differentially Private Feature-Based Classifier Retraining.
CoRR
Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Eui-Nam Huh, Zhu Han, Choong Seon Hong
2025 — conf
FedISAC: A Federated Learning Framework with Integrated Sensing and Communication for 6G mmWave Networks.
ICOIN
Apurba Adhikary, Girum Fitihamlak Ejigu, Kitae Kim, Min Kyu Suh, Choong Seon Hong
2025 — conf
Fortifying Lifelong Security for O-RAN Ecosystem: An Incremental Learning Framework for NextG Seamless Networking.
ICOIN
Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Sheikh Salman Hassan, Choong Seon Hong
2025 J jnl
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data.
IEEE Trans. Netw. Sci. Eng.
Yu Qiao, Chaoning Zhang, Apurba Adhikary, Choong Seon Hong
2025 J jnl
Pre-trained Model Guided Mixture Knowledge Distillation for Adversarial Federated Learning.
CoRR
Yu Qiao, Huy Q. Le, Apurba Adhikary, Choong Seon Hong
2025 — conf
Prototype-Guided Federated Knowledge Distillation Approach in LEO Satellite-HAP System.
ICC
Luyao Zou, Yan Kyaw Tun, Apurba Adhikary, Dong Uk Kim, Zhu Han, Choong Seon Hong
2025 — conf
Relaxed Contrastive Learning for Robust Federated Models with Noisy Labels and Limited Clients.
ICACT
Girum Fitihamlak Ejigu, Apurba Adhikary, Choong Seon Hong
2025 Misc conf
Resource-Aware Monkeypox Diagnosis: Leveraging High-Capacity and Lightweight Models with Knowledge Distillation.
COMSNETS
Avi Deb Raha, Mrityunjoy Gain, Sudip Kumar Saha, Md Shohanur Rahman, Apurba Adhikary, Rameswar Debnath, Anupam Kumar Bairagi, Sujit Biswas
2025 J jnl
Security Risks in Vision-Based Beam Prediction: From Spatial Proxy Attacks to Feature Refinement.
CoRR
Avi Deb Raha, Kitae Kim, Mrityunjoy Gain, Apurba Adhikary, Zhu Han, Eui-Nam Huh, Choong Seon Hong
2025 J jnl
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence.
CoRR
Yu Qiao, Huy Q. Le, Avi Deb Raha, Phuong-Nam Tran, Apurba Adhikary, Mengchun Zhang, Loc X. Nguyen, Eui-Nam Huh, Dusit Niyato, Choong Seon Hong
2024 — conf
A Power Allocation Framework for Holographic MIMO-Aided Energy-Efficient Cell-Free Networks.
ICC
Apurba Adhikary, Avi Deb Raha, Yu Qiao, Yu Min Park, Zhu Han, Choong Seon Hong
2024 J jnl
Advancing Ultra-Reliable 6G: Transformer and Semantic Localization Empowered Robust Beamforming in Millimeter-Wave Communications.
CoRR
Avi Deb Raha, Kitae Kim, Apurba Adhikary, Mrityunjoy Gain, Choong Seon Hong
2024 B conf
An Artificial Intelligence Framework for Dynamic Selection and Resource Allocation for EVs in Vehicular Networks.
NOMS
Monishanker Halder, Apurba Adhikary, Seong-Bae Park, Choong Seon Hong
2024 J jnl
Attention to Monkeypox: An Interpretable Monkeypox Detection Technique Using Attention Mechanism.
IEEE Access
Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, Apurba Adhikary, Yu Qiao, Md. Mehedi Hassan, Anupam Kumar Bairagi, Sheikh Mohammed Shariful Islam
2024 J jnl
Boosting Federated Domain Generalization: Understanding the Role of Advanced Pre-Trained Architectures.
CoRR
Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Qiao, Choong Seon Hong
2024 J jnl
Corrections to "Attention to Monkeypox: An Interpretable Monkeypox Detection Technique Using Attention Mechanism".
IEEE Access
Avi Deb Raha, Mrityunjoy Gain, Rameswar Debnath, Apurba Adhikary, Yu Qiao, Md. Mehedi Hassan, Anupam Kumar Bairagi, Sheikh Mohammed Shariful Islam
2024 J jnl
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity.
CoRR
Yu Qiao, Huy Q. Le, Mengchun Zhang, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong
2024 J jnl
Federated Hybrid Training and Self-Adversarial Distillation: Towards Robust Edge Networks.
CoRR
Yu Qiao, Apurba Adhikary, Kitae Kim, Eui-Nam Huh, Zhu Han, Choong Seon Hong
2024 J jnl
Holographic MIMO With Integrated Sensing and Communication for Energy-Efficient Cell-Free 6G Networks.
IEEE Internet Things J.
Apurba Adhikary, Avi Deb Raha, Yu Qiao, Walid Saad, Zhu Han, Choong Seon Hong
2024 J jnl
Integrated Sensing, Localization, and Communication in Holographic MIMO-Enabled Wireless Network: A Deep Learning Approach.
IEEE Trans. Netw. Serv. Manag.
Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha, Yu Qiao, Zhu Han, Choong Seon Hong
2024 — conf
Knowledge Distillation Assisted Robust Federated Learning: Towards Edge Intelligence.
ICC
Yu Qiao, Apurba Adhikary, Ki Tae Kim, Chaoning Zhang, Choong Seon Hong
2024 J jnl
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data.
CoRR
Yu Qiao, Chaoning Zhang, Apurba Adhikary, Choong Seon Hong
2024 J jnl
MP-FedCL: Multiprototype Federated Contrastive Learning for Edge Intelligence.
IEEE Internet Things J.
Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Huy Q. Le, Avi Deb Raha, Chaoning Zhang, Choong Seon Hong
2024 J jnl
Modeling and Predictive Analytics of Breast Cancer Using Ensemble Learning Techniques: An Explainable Artificial Intelligence Approach.
Comput. Mater. Continua
Avi Deb Raha, Mrityunjoy Gain, Md. Mehedi Hassan, Anupam Kumar Bairagi, Fatema Jannat Dihan, Apurba Adhikary, Md. Bipul Hossain, Saydul Akbar Murad, Taher Al-Shehari, Mohammed Kadrie, Nasser A. Alsadhan
2024 B conf
Open RAN Embracing Continual Learning: Towards NextG Adaptive Traffic Analysis.
NOMS
Mrityunjoy Gain, Avi Deb Raha, Apurba Adhikary, Kitae Kim, Choong Seon Hong
2024 B conf
Towards Robust Federated Learning via Logits Calibration on Non-IID Data.
NOMS
Yu Qiao, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong
2024 J jnl
Towards Robust Federated Learning via Logits Calibration on Non-IID Data.
CoRR
Yu Qiao, Apurba Adhikary, Chaoning Zhang, Choong Seon Hong
2024 B conf
Towards Ultra-Reliable 6G: Semantics Empowered Robust Beamforming for Millimeter-Wave Networks.
NOMS
Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Choong Seon Hong
2024 B conf
Transfer Learning Empowered Power Allocation in Holographic MIMO-enabled Wireless Network.
NOMS
Apurba Adhikary, Avi Deb Raha, Yu Qiao, Seok Won Kang, Choong Seon Hong
2023 — conf
A Framework for Multi-Prototype Based Federated Learning: Towards the Edge Intelligence.
ICOIN
Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Avi Deb Raha, Sang Hoon Hong, Choong Seon Hong
2023 — conf
An Artificial Intelligence Framework for Holographic Beamforming: Coexistence of Holographic MIMO and Intelligent Omni-Surface.
ICOIN
Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha, Yu Qiao, Sang Hoon Hong, Eui-Nam Huh, Choong Seon Hong
2023 — conf
An Artificial Intelligent-Driven Semantic Communication Framework for Connected Autonomous Vehicular Network.
ICOIN
Avi Deb Raha, Md. Shirajum Munir, Apurba Adhikary, Yu Qiao, Seong-Bae Park, Choong Seon Hong
2023 J jnl
An Explainable Artificial Intelligence Framework for the Predictive Analysis of Hypo and Hyper Thyroidism Using Machine Learning Algorithms.
Hum. Centric Intell. Syst.
Md. Bipul Hossain, Anika Shama, Apurba Adhikary, Avi Deb Raha, K. M. Aslam Uddin, Mohammad Amzad Hossain, Imtia Islam, Saydul Akbar Murad, Md. Shirajum Munir, Anupam Kumar Bairagi
2023 B conf
Artificial Intelligence Framework for Target Oriented Integrated Sensing and Communication in Holographic MIMO.
NOMS
Apurba Adhikary, Md. Shirajum Munir, Avi Deb Raha, Yu Qiao, Choong Seon Hong
2023 B conf
CDFed: Contribution-based Dynamic Federated Learning for Managing System and Statistical Heterogeneity.
NOMS
Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Avi Deb Raha, Choong Seon Hong
2023 J jnl
Generative AI-driven Semantic Communication Framework for NextG Wireless Network.
CoRR
Avi Deb Raha, Md. Shirajum Munir, Apurba Adhikary, Yu Qiao, Choong Seon Hong
2023 J jnl
Impact learning: A learning method from feature's impact and competition.
J. Comput. Sci.
Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2023 C conf
Knowledge Distillation in Federated Learning: Where and How to Distill?
APNOMS
Yu Qiao, Chaoning Zhang, Huy Q. Le, Avi Deb Raha, Apurba Adhikary, Choong Seon Hong
2023 J jnl
MP-FedCL: Multi-Prototype Federated Contrastive Learning for Edge Intelligence.
CoRR
Yu Qiao, Md. Shirajum Munir, Apurba Adhikary, Huy Q. Le, Avi Deb Raha, Chaoning Zhang, Choong Seon Hong
2023 J jnl
Machine Learning-Based Screening Solution for COVID-19 Cases Investigation: Socio-Demographic and Behavioral Factors Analysis and COVID-19 Detection.
Hum. Centric Intell. Syst.
K. M. Aslam Uddin, Farida Siddiqi Prity, Maisha Tasnim, Sumiya Nur Jannat, Mohammad Omar Faruk, Jahirul Islam, Saydul Akbar Murad, Apurba Adhikary, Anupam Kumar Bairagi
2023 J jnl
Neuro-Symbolic Explainable Artificial Intelligence Twin for Zero-Touch IoE in Wireless Network.
IEEE Internet Things J.
Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong
2023 — conf
RNN-based Text Summarization for Communication Cost Reduction: Toward a Semantic Communication.
ICOIN
Sumit Kumar Dam, Md. Shirajum Munir, Avi Deb Raha, Apurba Adhikary, Seong-Bae Park, Choong Seon Hong
2023 C conf
Segment Anything Model Aided Beam Prediction for the Millimeter Wave Communication.
APNOMS
Avi Deb Raha, Apurba Adhikary, Md. Shirajum Munir, Yu Qiao, Choong Seon Hong
2023 C conf
Transformer-based Communication Resource Allocation for Holographic Beamforming: A Distributed Artificial Intelligence Framework.
APNOMS
Apurba Adhikary, Avi Deb Raha, Yu Qiao, Md. Shirajum Munir, Ki Tae Kim, Choong Seon Hong
2022 J jnl
AI Powered Asthma Prediction Towards Treatment Formulation: An Android App Approach.
Intell. Autom. Soft Comput.
Saydul Akbar Murad, Apurba Adhikary, Abu Jafar Md Muzahid, Md. Murad Hossain Sarker, Md. Ashikur Rahman Khan, Md. Bipul Hossain, Anupam Kumar Bairagi, Mehedi Masud, Md. Kowsher
2022 — conf
Bornomala: A Deep Learning-Based Bangla Image Captioning Technique.
MIET (1)
Jannatul Naim, Md. Bipul Hossain, Apurba Adhikary
2022 — conf
Edge Assisted Crime Prediction and Evaluation Framework for Machine Learning Algorithms.
ICOIN
Apurba Adhikary, Saydul Akbar Murad, Md. Shirajum Munir, Choong Seon Hong
2022 J jnl
Enhanced current mirror circuit by dual-gate coplanar amorphous InGaZnO TFTs.
Int. J. Circuit Theory Appl.
Abidur Rahaman, Apurba Adhikary, Mohammad Amzad Hossain, Md Mobaidul Islam, Jin Jang
2022 J jnl
Impact Learning: A Learning Method from Features Impact and Competition.
CoRR
Nusrat Jahan Prottasha, Saydul Akbar Murad, Abu Jafar Md Muzahid, Masud Rana, Md. Kowsher, Apurba Adhikary, Sujit Biswas, Anupam Kumar Bairagi
2022 J jnl
Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network.
CoRR
Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong
2022 J jnl
Smart Greenhouse Monitoring System Using Internet of Things and Artificial Intelligence.
Wirel. Pers. Commun.
Sultana Jahan Soheli, Nusrat Jahan, Md. Bipul Hossain, Apurba Adhikary, Md. Ashikur Rahman Khan, Md Whaiduzzaman
2021 J jnl
Performance Analysis of Transmission Rate and Decoding Rate Using Minimum Energy Channel Codes for Nanoscale Wireless Communication.
Wirel. Pers. Commun.
Apurba Adhikary, Rabita Hasan, Khalid Hossen, Chandra Shekhar Kundu, Md. Bipul Hossain