Boyu Fan

According to our database, Boyu Fan authored at least 21 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HeLoRA: LoRA-heterogeneous Federated Fine-tuning for Foundation Models.

Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui

ACM Trans. Internet Techn., May, 2025

PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework.

Abhineet Agarwal, Michael Xiao, Rebecca L. Barter, Omer Ronen, Boyu Fan, Bin Yu

CoRR, May, 2025

Command A: An Enterprise-Ready Large Language Model.

Aakanksha, Arash Ahmadian, Marwan Ahmed, Jay Alammar, Milad Alizadeh, Yazeed Alnumay, Sophia Althammer, Arkady Arkhangorodsky, Viraat Aryabumi, Dennis Aumiller, Raphaël Avalos, Zahara Aviv, Sammie Bae, Saurabh Baji, Alexandre Barbet, Max Bartolo, Björn Bebensee, Neeral Beladia, Walter Beller-Morales, Alexandre Bérard, Andrew Berneshawi, Anna Bialas, Phil Blunsom, Matt Bobkin, Adi Bongale, Sam Braun, Maxime Brunet, Samuel Cahyawijaya, David Cairuz, Jon Ander Campos, Cassie Cao, Kris Cao, Roman Castagné, Julián Cendrero, Leila Chan Currie, Yash Chandak, Diane Chang, Giannis Chatziveroglou, Hongyu Chen, Claire Cheng, Alexis Chevalier, Justin T. Chiu, Eugene Choi, Eujeong Choi, Tim Chung, Volkan Cirik, Ana Cismaru, Pierre Clavier, Henry Conklin, Lucas Crawhall-Stein, Devon Crouse, Felipe Cruz-Salinas, Ben Cyrus, Daniel D'souza, Hugo Dalla-Torre, John Dang, William Darling, Omar Darwiche Domingues, Saurabh Dash, Antoine Debugne, Théo Dehaze, Shaan Desai, Joan Devassy, Rishit Dholakia, Kyle Duffy, Ali Edalati, Ace Eldeib, Abdullah Elkady, Sarah Elsharkawy, Irem Ergün, Beyza Ermis, Marzieh Fadaee, Boyu Fan, Lucas Fayoux, Yannis Flet-Berliac, Nick Frosst, Matthias Gallé, Wojciech Galuba, Utsav Garg, Matthieu Geist, Mohammad Gheshlaghi Azar, Ellen Gilsenan-McMahon, Seraphina Goldfarb-Tarrant, Tomas Goldsack, Aidan N. Gomez, Victor Machado Gonzaga, Nithya Govindarajan, Manoj Govindassamy, Nathan Grinsztajn, Nikolas Gritsch, Patrick Gu, Shangmin Guo, Kilian Haefeli, Rod Hajjar, Tim Hawes, Jingyi He, Sebastian Hofstätter, Sungjin Hong

CoRR, April, 2025

Federated Learning on 5G Edge for Industrial Internet of Things.

Xiaoli Liu, Xiang Su, Guillermo del Campo, Jacky Cao, Boyu Fan, Edgar Saavedra, Asunción Santamaria, Juha Röning, Pan Hui, Sasu Tarkoma

IEEE Netw., January, 2025

LESnets (large-eddy simulation nets): Physics-informed neural operator for large-eddy simulation of turbulence.

Sunan Zhao, Zhijie Li, Boyu Fan, Yunpeng Wang, Huiyu Yang, Jianchun Wang

J. Comput. Phys., 2025

Conditional Recurrent Neural Networks for Enhancing Throughput Prediction and Slow File Transfers Detection in Large Science Workflows.

Boyu Fan, Alex Sim, Kesheng Wu, Jinoh Kim

Proceedings of the 22nd IEEE Consumer Communications & Networking Conference, 2025

2024

Behave Differently when Clustering: A Semi-asynchronous Federated Learning Approach for IoT.

Boyu Fan, Xiang Su, Sasu Tarkoma, Pan Hui

ACM Trans. Sens. Networks, May, 2024

Research on distributed machine learning defence strategies under Byzantine attacks.

Chen Jin, Xi Chen, Junyu Pu, Boyu Fan

Proceedings of the 23rd IEEE International Conference on Trust, 2024

FedLoCA: Low-Rank Coordinated Adaptation with Knowledge Decoupling for Federated Recommendations.

Yuchen Ding, Siqing Zhang, Boyu Fan, Wei Sun, Yong Liao, Peng Yuan Zhou

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

FedTSA: A Cluster-Based Two-Stage Aggregation Method for Model-Heterogeneous Federated Learning.

Boyu Fan, Chenrui Wu, Xiang Su, Pan Hui

Proceedings of the Computer Vision - ECCV 2024, 2024

A Survey on Model-heterogeneous Federated Learning: Problems, Methods, and Prospects.

Boyu Fan, Siyang Jiang, Xiang Su, Sasu Tarkoma, Pan Hui

Proceedings of the IEEE International Conference on Big Data, 2024

2023

EmgAuth: Unlocking Smartphones With EMG Signals.

Boyu Fan, Xiang Su, Jianwei Niu, Pan Hui

IEEE Trans. Mob. Comput., September, 2023

Model-Heterogeneous Federated Learning for Internet of Things: Enabling Technologies and Future Directions.

Boyu Fan, Siyang Jiang, Xiang Su, Pan Hui

CoRR, 2023

2021

A Split Edge Computing Doable Network for Object Detection base on Depthwise Separable Convolution.

Qingfeng Wen, Wei Guo, Longji Li, Boyu Fan, Zaifeng Shi

Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020

An Image Mosaic Method Based on Convolutional Neural Network Semantic Features Extraction.

Zaifeng Shi, Hui Li, Qingjie Cao, Huizheng Ren, Boyu Fan

J. Signal Process. Syst., 2020

Data association framework based on biconnected gated recurrent unit network for multiple object tracking.

Zaifeng Shi, Huizheng Ren, Qingjie Cao, Boyu Fan, Qiangqiang Fan

J. Electronic Imaging, 2020

EmgAuth: An EMG-based Smartphone Unlocking System Using Siamese Network.

Boyu Fan, Xuefeng Liu, Xiang Su, Pan Hui, Jianwei Niu

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Intracranial Electroencephalogram Based Epilepsy Seizure Onset Detection.

Boyu Fan, Jiaming Xu, Xujie Zhang

Proceedings of the ICMLC 2020: 2020 12th International Conference on Machine Learning and Computing, 2020

2018

Affective Content Analysis of Online Video Clips with Live Comments in Chinese.

Jianwei Niu, Shijie Li, Shasha Mo, Sen Yang, Boyu Fan

Proceedings of the 2018 IEEE SmartWorld, 2018

CIGAN: A Novel GANs Model Based on Category Information.

Jianwei Niu, Zheng Li, Shasha Mo, Boyu Fan

Proceedings of the 2018 IEEE SmartWorld, 2018

Smart Water Flosser: A Novel Smart Oral Cleaner with IMU Sensor.

Boyu Fan, Zhenchao Ouyang, Jianwei Niu, Shui Yu, Joel J. P. C. Rodrigues

Proceedings of the IEEE Global Communications Conference, 2018