Franck Junior Aboya Messou

11 papers B 1C 2Journal 2Unranked 6
YearRankTypeTitle / Venue / Authors
2026 C conf
FedUED: Enhancing Generalization of Federated Learning via Uncertainty-Guided Evidential Distillation in Consumer Electronics.
ICCE
Jinhua Chen, Franck Junior Aboya Messou, Shilong Zhang, Tao Yu, Tong Liu, Weiyu Wang, Keping Yu
2026 C conf
Spec2LLM: A Spectral-to-Language Reprogramming Framework for Power Transformer Temperature Forecasting.
ICCE
Franck Junior Aboya Messou, Jinhua Chen, Tong Liu, Shilong Zhang, Weiyu Wang, Tao Yu, Keping Yu
2026 J jnl
Spec2Llama: A spectral-aware forecasting approach for versatile time series analysis.
Expert Syst. Appl.
Franck Junior Aboya Messou, Jinhua Chen, Tao Yu, Keping Yu, Osama Alfarraj, Amr Tolba
2026 J jnl
TAPformer : A transformer with adaptive attention and temporal projection encoding for long-term electricity load forecasting in IoT systems.
Internet Things
Franck Junior Aboya Messou, Jinhua Chen, Shilong Zhang, Tong Liu, Amr Tolba, Osama Alfarraj, Keping Yu
2025 — conf
Dynamic IoT Resource Allocation Using Graph Reinforcement Learning with Hypergraph Convolutions.
VTC2025-Spring
Shilong Zhang, Tong Liu, Jinhua Chen, Franck Junior Aboya Messou, Keping Yu, Mohsen Guizani
2025 — conf
Enhancing Federated Learning in Consumer Electronics with Decoupled Knowledge Distillation against Data Poisoning.
CCNC
Jinhua Chen, Shilong Zhang, Tong Liu, Franck Junior Aboya Messou, Keping Yu
2025 — conf
Federated Fine-Tuning of Large Language Models for Intelligent Automotive Systems with Low-Rank Adaptation.
VTC2025-Spring
Jinhua Chen, Franck Junior Aboya Messou, Shilong Zhang, Tong Liu, Keping Yu, Dusit Niyato
2025 B conf
IoT-Enabled Energy Harvesting MEC Network with RIS: Joint Phase Shift and Task Offloading Optimization for Enhanced Computation Rate.
GLOBECOM
Tong Liu, Shilong Zhang, Jinhua Chen, Franck Junior Aboya Messou, Chinmay Chakraborty, Keping Yu, Victor C. M. Leung
2024 — conf
A Byzantine-Fault-Tolerant Federated Learning Method Using Tree-Decentralized Network and Knowledge Distillation for Internet of Vehicles.
VTC Fall
Jinhua Chen, Zihan Zhao, Franck Junior Aboya Messou, Robert Katabarwa, Osama Alfarraj, Keping Yu, Mohsen Guizani
2024 — conf
A Resource-efficient Text-to-Text Transfer Transformer Encoder-based Vertical Hybrid Model for Malicious URLs Detection.
VTC Fall
Zihan Zhao, Jinhua Chen, Franck Junior Aboya Messou, Robert Katabarwa, Keping Yu
2024 — conf
Enhancing Short-Term Load Forecasting in Internet of Things: A Hybrid Attention-based CNN-BiLSTM with Data Augmentation Approach.
VTC Fall
Franck Junior Aboya Messou, Jinhua Chen, Robert Katabarwa, Zihan Zhao, Keping Yu