SelfDistillCore: a federated learning framework with sparse updates and historical knowledge integration.

Tran Anh Khoa Anh-Khoa Tran https://orcid.org/0000-0003-4649-8417 https://www.wikidata.org/entity/Q92011596

Duy-Dong Le Tuong-Nguyen Huynh Minh-Son Dao Anh-Khoa Tran Pham The Bao SelfDistillCore: a federated learning framework with sparse updates and historical knowledge integration. 2026 e3604 12 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.3604 db/journals/peerj-cs/peerj-cs12.html#LeHDTB26 streams/journals/peerj-cs

Vo Phuc Tinh Tran Anh Khoa Pham Duc Lam Nguyen Hoang Nam Duc Ngoc Minh Dang Duy-Dong Le Thai-Thinh Dang Van-Luong Nguyen Thanh-Qui Pham Thai-Binh Nguyen SMixSL: The Smashed-Mixture Technique for Split Learning With Localizable Features. 2026 April 1932-1944 10 IEEE Trans. Emerg. Top. Comput. Intell. 2 https://doi.org/10.1109/TETCI.2024.3523698 db/journals/tetci/tetci10.html#TinhKLNDLDNPN26 streams/journals/tetci

Minh-Son Dao Thi-Mai-Phuong Nguyen Anh-Khoa Tran Wenbin Gan Sadanori Ito Koji Zettsu Eyes on the Road, AI on the Edge: A Field-Tested Multimodal System for Predicting and Explaining Near-Miss Accidents with Federated Learning. 309-316 2026 SAC https://doi.org/10.1145/3748522.3779902 conf/sac/2026 db/conf/sac/sac2026.html#DaoNTGIZ26 Pham Duy Thanh Tran Anh Khoa Minh-Son Dao Koji Zettsu Scalable Federated Split Learning for Smart Mobile and IoT Devices. 70-76 2025 FedEdge-AI@MobiCom https://doi.org/10.1145/3737899.3768526 conf/fededge/2025 db/conf/fededge/fededge2025.html#ThanhKDZ25 Le Hoang Trung Tan-Y. Nguyen Duy-Dong Le Thai-Thinh Dang Tran Anh Khoa Latency-Aware Split Learning Optimization via Genetic Algorithms. 14-19 2025 ICDAR@ICMR https://doi.org/10.1145/3733566.3734433 conf/icdar2/2025 db/conf/icdar2/icdar2025.html#TrungNLDK25 Tran Anh Khoa Minh-Son Dao Koji Zettsu FSBridge: Bridging Federated and Split Learning for Next-Generation Edge AI. 1-8 2025 IJCNN https://doi.org/10.1109/IJCNN64981.2025.11229149 conf/ijcnn/2025 db/conf/ijcnn/ijcnn2025.html#KhoaDZ25 streams/conf/ijcnn

Nguyen Tan-Y Pham Duc Lam Vo Phuc Tinh Duy-Dong Le Nguyen Hoang Nam Tran Anh Khoa Joint Federated Learning Using Deep Segmentation and the Gaussian Mixture Model for Breast Cancer Tumors. 94231-94249 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3424569 db/journals/access/access12.html#TanYLTLNK24 streams/journals/access

Vo Phuc Tinh Hoang Hai Son Nguyen Hoang Nam Duc Ngoc Minh Dang Duy-Dong Le Thai-Binh Nguyen Thanh-Qui Pham Van-Luong Nguyen Duy-Thanh Huynh Tran Anh Khoa CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients. 148011-148025 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3475737 db/journals/access/access12.html#TinhSNDLNPNHK24 streams/journals/access

Hoang Hai Son Vo Phuc Tinh Duc Ngoc Minh Dang Bui Thi Duyen Duy-Dong Le Thai-Thinh Dang Nguyen Quoc Hung Thanh-Qui Pham Van-Luong Nguyen Tran Anh Khoa Nguyen Hoang Nam A novel solution for energy-saving and lifetime-maximizing of LoRa wireless mesh networks. 1-17 2024 January 8 J. Inf. Telecommun. 1 https://doi.org/10.1080/24751839.2023.2235114 db/journals/jiat/jiat8.html#SonTDDLDHPNKN24

Tran Anh Khoa Nguyen Dang Trac Vo Phuc Tinh Hoang Nam Nguyen Duc Ngoc Minh Dang Hoang Hai Son Pham Duc Lam Safety Is Our Friend: A Federated Learning Framework Toward Driver's State and Behavior Detection. 2340-2358 2024 April 11 IEEE Trans. Comput. Soc. Syst. 2 https://doi.org/10.1109/TCSS.2023.3273727 db/journals/tcss/tcss11.html#KhoaTTNDSL24

Duy-Dong Le Anh-Khoa Tran The Bao Pham Nguyen Huynh-Tuong A Survey of Model Compression and Its Feedback Mechanism in Federated Learning. 37-42 2024 ICDAR@ICMR https://doi.org/10.1145/3643488.3660293 conf/icdar2/2024 db/conf/icdar2/icdar2024.html#LeTPH24 Tran Anh Khoa Minh-Son Dao Do-Van Nguyen Koji Zettsu Clustering-Enhanced Reinforcement Learning for Adaptive Offloading in Resource-Constrained Devices. 133-140 2024 SMARTCOMP https://doi.org/10.1109/SMARTCOMP61445.2024.00039 conf/smartcomp/2024 db/conf/smartcomp/smartcomp2024.html#KhoaDNZ24 streams/conf/smartcomp

Y. Nguyen Tan Vo Phuc Tinh Pham Duc Lam Nguyen Hoang Nam Tran Anh Khoa A Transfer Learning Approach to Breast Cancer Classification in a Federated Learning Framework. 27462-27476 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3257562 db/journals/access/access11.html#TanTLNK23

Tran Anh Khoa Pham Duc Lam Nguyen Hoang Nam An efficient energy measurement system based on the TOF sensor for structural crack monitoring in architecture. 56-72 2023 January 7 J. Inf. Telecommun. 1 https://doi.org/10.1080/24751839.2022.2128249 db/journals/jiat/jiat7.html#KhoaLN23

Hoang Hai Son Tran Anh Khoa Thanh Phong Doan Huu Khoa Tran Duc Ngoc Minh Dang Hoang Nam Nguyen Design and implementation of a VoIP PBX integrated Vietnamese virtual assistant: a case study. 201-226 2023 April 7 J. Inf. Telecommun. 2 https://doi.org/10.1080/24751839.2023.2183631 db/journals/jiat/jiat7.html#SonKDTDN23

Tran Anh Khoa Do-Van Nguyen Minh-Son Dao Koji Zettsu AOP: Towards Adaptive Offloading Point Approach in a Federated Learning Framework for Edge AI Applications. 2846-2847 2023 ICPADS https://doi.org/10.1109/ICPADS60453.2023.00403 conf/icpads/2023 db/conf/icpads/icpads2023.html#KhoaNDZ23 Duc-Hieu Hoang Anh-Khoa Tran Duc Ngoc Minh Dang Phuong-Nam Tran 0001 Hanh Dang-Ngoc Cuong Tuan Nguyen RBBA: ResNet - BERT - Bahdanau Attention for Image Caption Generator. 430-435 2023 ICTC https://doi.org/10.1109/ICTC58733.2023.10392496 conf/ictc/2023 db/conf/ictc/ictc2023.html#HoangTDTDN23 Duy-Dong Le Minh-Son Dao Anh-Khoa Tran Thai-Binh Nguyen Hong-Gam Le-Thi Federated Learning in Smart Agriculture: An Overview. 1-4 2023 KSE https://doi.org/10.1109/KSE59128.2023.10299497 conf/kse/2023 db/conf/kse/kse2023.html#LeDTNL23

Le Duy Dong Tran Anh Khoa Minh-Son Dao Kieu-Chinh Nguyen-Ly Hoang-Son Le Xuan-Dao Nguyen-Thi Thanh-Qui Pham Van-Luong Nguyen Bach-Yen Nguyen-Thi Insights into Multi-Model Federated Learning: An Advanced Approach for Air Quality Index Forecasting. 434 2022 15 Algorithms 11 https://doi.org/10.3390/a15110434 db/journals/algorithms/algorithms15.html#DongKDNLNPNN22

Do-Van Nguyen Anh-Khoa Tran Koji Zettsu FedProb: An Aggregation Method Based on Feature Probability Distribution for Federated Learning on Non-IID Data. 2875-2881 2022 IEEE Big Data https://doi.org/10.1109/BigData55660.2022.10020923 conf/bigdataconf/2022 db/conf/bigdataconf/bigdataconf2022.html#NguyenTZ22 Tran Anh Khoa Do-Van Nguyen Minh-Son Dao Koji Zettsu splitDyn: Federated Split Neural Network for Distributed Edge AI Applications. 6066-6073 2022 IEEE Big Data https://doi.org/10.1109/BigData55660.2022.10020803 conf/bigdataconf/2022 db/conf/bigdataconf/bigdataconf2022.html#KhoaNDZ22 Duy-Dong Le Anh-Khoa Tran Minh-Son Dao Mohamed Saleem Haja Nazmudeen Viet-Tiep Mai Nhat-Ha Su Federated Learning for Air Quality Index Prediction: An Overview. 1-8 2022 KSE https://doi.org/10.1109/KSE56063.2022.9953790 conf/kse/2022 db/conf/kse/kse2022.html#LeTDNMS22 Tran Anh Khoa Do-Van Nguyen Phuoc Van Nguyen Thi Koji Zettsu FedMCRNN: Federated Learning using Multiple Convolutional Recurrent Neural Networks for Sleep Quality Prediction. 63-69 2022 ICDAR@ICMR https://doi.org/10.1145/3512731.3534207 conf/mir/2022icdar db/conf/mir/icdar2022.html#KhoaNTZ22

Tran Anh Khoa Nguyen Quang Minh Hoang Hai Son Cao Nguyen Dang Khoa Dinh Ngoc Tan Vandung Nguyen Hoang Nam Nguyen Duc Ngoc Minh Dang Nguyen Trung Tin Wireless sensor networks and machine learning meet climate change prediction. 2021 34 Int. J. Commun. Syst. 3 https://doi.org/10.1002/dac.4687 db/journals/ijcomsys/ijcomsys34.html#KhoaMSKTNNDT21

Tran Anh Khoa Do-Van Nguyen Minh-Son Dao Koji Zettsu Fed xData: A Federated Learning Framework for Enabling Contextual Health Monitoring in a Cloud-Edge Network. 4979-4988 2021 IEEE BigData https://doi.org/10.1109/BigData52589.2021.9671536 conf/bigdataconf/2021 db/conf/bigdataconf/bigdataconf2021.html#KhoaNDZ21 Tran Anh Khoa Dinh Nguyen The Truong Duc Ngoc Minh Dang Cross-Modal Deep Neural Networks based Smartphone Authentication for Intelligent Things System. 48-51 2021 ICDAR@ICMR https://doi.org/10.1145/3463944.3469101 conf/mir/2021icdar db/conf/mir/icdar2021.html#KhoaTD21

Tran Anh Khoa Cao Hoang Phuc Pham Duc Lam Le Mai Bao Nhu Nguyen Minh Trong Nguyen Thi Hoang Phuong Nguyen Van Dung Nguyen Tan-Y Hoang Nam Nguyen Duc Ngoc Minh Dang Waste Management System Using IoT-Based Machine Learning in University. 6138637:1-6138637:13 2020 2020 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2020/6138637 db/journals/wicomm/wicomm2020.html#KhoaPLNTPDTND20

Tran Anh Khoa Le Mai Bao Nhu Hoang Hai Son Nguyen Minh Trong Cao Hoang Phuc Nguyen Thi Hoang Phuong Nguyen Van Dung Hoang Nam Nguyen Dong Si Thien Chau Duc Ngoc Minh Dang Designing Efficient Smart Home Management with IoT Smart Lighting: A Case Study. 8896637:1-8896637:18 2020 2020 Wirel. Commun. Mob. Comput. https://doi.org/10.1155/2020/8896637 db/journals/wicomm/wicomm2020.html#KhoaNSTPPDNCD20

Tran Anh Khoa Mai Minh Man Tan-Y. Nguyen Van Dung Nguyen Hoang Nam Nguyen Smart Agriculture Using IoT Multi-Sensors: A Novel Watering Management System. 45 2019 8 J. Sens. Actuator Networks 3 https://doi.org/10.3390/jsan8030045 db/journals/jsan/jsan8.html#KhoaMNNN19

Tran Anh Khoa Md. Jalil Piran Chuan Pham SDN Controller Placement in IoT Networks: An Optimized Submodularity-Based Approach. 5474 2019 19 Sensors 24 https://doi.org/10.3390/s19245474 https://www.wikidata.org/entity/Q92011603 db/journals/sensors/sensors19.html#KhoaPP19

Vandung Nguyen Tran Anh Khoa Thant Zin Oo Nguyen Hoang Tran Choong Seon Hong Eui-Nam Huh Time Slot Utilization for Efficient Multi-Channel MAC Protocol in VANETs. 3028 2018 18 Sensors 9 https://doi.org/10.3390/s18093028 https://www.wikidata.org/entity/Q58753152 db/journals/sensors/sensors18.html#NguyenKOTHH18

Giovanni Giambene Tran Anh Khoa Efficiency and Fairness in the Resource Allocation to Device-to-Device Communications in LTE-A. 1-6 2018 ICC https://doi.org/10.1109/ICC.2018.8422205 conf/icc/2018 db/conf/icc/icc2018.html#GiambeneK18 Giovanni Giambene Tran Anh Khoa Improving Device-to-Device communications pairing for underlay cellular networks. 1-6 2017 EuCNC https://doi.org/10.1109/EuCNC.2017.7980714 conf/eucnc/2017 db/conf/eucnc/eucnc2017.html#GiambeneK17 Pham The BaoThe Bao Pham Dong Si Thien Chau Duc Ngoc Minh Dang Thai-Thinh Dang Hanh Dang-Ngoc Minh-Son Dao Thanh Phong Doan Le Duy Dong Nguyen Van Dung Bui Thi Duyen Wenbin Gan Giovanni Giambene Duc-Hieu Hoang Choong Seon Hong Eui-nam HuhEui-Nam Huh Nguyen Quoc Hung Duy-Thanh Huynh Tuong-Nguyen Huynh Nguyen Huynh-Tuong Sadanori Ito Cao Nguyen Dang Khoa Pham Duc Lam Duy-Dong Le Hoang-Son Le Hong-Gam Le-Thi Viet-Tiep Mai Mai Minh Man Nguyen Quang Minh Nguyen Hoang Nam Mohd Saleem NazmudeenMohamed Saleem Haja Nazmudeen Cuong Tuan Nguyen Do-Van Nguyen Hoang Nam Nguyen Tan-Y. Nguyen Thai-Binh Nguyen Thi-Mai-Phuong Nguyen Van-Luong Nguyen Vandung NguyenVan Dung Nguyen Kieu-Chinh Nguyen-Ly Bach-Yen Nguyen-Thi Xuan-Dao Nguyen-Thi Le Mai Bao Nhu Thant Zin Oo Chuan Pham Thanh-Qui Pham Cao Hoang Phuc Nguyen Thi Hoang Phuong Mohammad Jalil PiranMd. Jalil Piran Hoang Hai Son Nhat-Ha Su Dinh Ngoc Tan Y. Nguyen Tan Nguyen Tan-Y Pham-Duy ThanhPham Duy Thanh Phuoc Van Nguyen Thi Nguyen Trung Tin Vo Phuc Tinh Nguyen Dang Trac Huu Khoa Tran Nguyen Hoang Tran Phuong-Nam Tran 0001 Nguyen Minh Trong Le Hoang Trung Dinh Nguyen The Truong Koji Zettsu