Shuaijun Chen

According to our database, Shuaijun Chen authored at least 20 papers between 2016 and 2025.

Collaborative distances:

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

2025

Convergence Analysis of Aggregation-Broadcast in LoRA-enabled Distributed Fine-Tuning.

Xin Chen, Shuaijun Chen, Omid Tavallaie, Nguyen Tran, Shuhuang Xiang, Albert Y. Zomaya

CoRR, August, 2025

Personalizing Federated Learning for Hierarchical Edge Networks with Non-IID Data.

Seunghyun Lee, Omid Tavallaie, Shuaijun Chen, Kanchana Thilakarathna, Suranga Seneviratne, Adel Nadjaran Toosi, Albert Y. Zomaya

CoRR, April, 2025

2024

AutoRank: MCDA Based Rank Personalization for LoRA-Enabled Distributed Learning.

Shuaijun Chen, Omid Tavallaie, Niousha Nazemi, Xin Chen, Albert Y. Zomaya

CoRR, 2024

ACCESS-FL: Agile Communication and Computation for Efficient Secure Aggregation in Stable Federated Learning Networks.

Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Anna Maria Mandalari, Kanchana Thilakarathna, Ralph Holz, Hamed Haddadi, Albert Y. Zomaya

CoRR, 2024

RBLA: Rank-Based-LoRA-Aggregation for Fine-Tuning Heterogeneous Models in FLaaS.

Shuaijun Chen, Omid Tavallaie, Niousha Nazemi, Albert Y. Zomaya

Proceedings of the Web Services - ICWS 2024, 2024

Federated Learning as a Service for Hierarchical Edge Networks with Heterogeneous Models.

Wentao Gao, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya

Proceedings of the Service-Oriented Computing - 22nd International Conference, 2024

Boosting Communication Efficiency of Federated Learning's Secure Aggregation.

Niousha Nazemi, Omid Tavallaie, Shuaijun Chen, Albert Y. Zomaya, Ralph Holz

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

Reinforcement learning based task scheduling for environmentally sustainable federated cloud computing.

Zhibao Wang, Shuaijun Chen, Lu Bai, Juntao Gao, Jinhua Tao, Raymond R. Bond, Maurice D. Mulvenna

J. Cloud Comput., December, 2023

Towards uniform point distribution in feature-preserving point cloud filtering.

Shuaijun Chen, Jinxi Wang, Wei Pan, Shang Gao, Meili Wang, Xuequan Lu

Comput. Vis. Media, 2023

Boosting Client Selection of Federated Learning under Device and Data Heterogeneity.

Shuaijun Chen, Omid Tavallaie, Michael Henri Hambali, Seid Miad Zandavi, Hamed Haddadi, Song Guo, Albert Y. Zomaya

CoRR, 2023

2022

Identifying and characterizing drug sensitivity-related lncRNA-TF-gene regulatory triplets.

Congxue Hu, Yingqi Xu, Feng Li, Wanqi Mi, He Yu, Xinran Wang, Xin Wen, Shuaijun Chen, Xia Li, Yanjun Xu, Yunpeng Zhang

Briefings Bioinform., 2022

2021

T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation.

Ruihuang Li, Xu Jia, Jianzhong He, Shuaijun Chen, Qinghua Hu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Target Domain Adaptation With Collaborative Consistency Learning.

Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation.

Jianzhong He, Xu Jia, Shuaijun Chen, Jianzhuang Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation.

Shuaijun Chen, Xu Jia, Jianzhong He, Yongjie Shi, Jianzhuang Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Unsupervised Image Super-Resolution with an Indirect Supervised Path.

Shuaijun Chen, Zhen Han, Enyan Dai, Xu Jia, Ziluan Liu, Xing Liu, Xueyi Zou, Chunjing Xu, Jianzhuang Liu, Qi Tian

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Unsupervised Image Super-Resolution with an Indirect Supervised Path.

Zhen Han, Enyan Dai, Xu Jia, Xiaoying Ren, Shuaijun Chen, Chunjing Xu, Jianzhuang Liu, Qi Tian

CoRR, 2019

Related Attention Network for Person Re-Identification.

Jiali Liang, Dan Zeng, Shuaijun Chen, Qi Tian

Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

2018

Improving Remote Sensing Scene Classification by Integrating Global-Context and Local-Object Features.

Dan Zeng, Shuaijun Chen, Boyang Chen, Shuying Li

Remote. Sens., 2018

2016

The Development Strategies of Logistics in Chongqing City Based on the Complex Traffic Network.

Shanmei Song, Shuaijun Chen, Wenfeng Li, Qiaoxing Li

Proceedings of the Internet and Distributed Computing Systems, 2016