Selected Conference and Journal Publications
Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning
Zhicheng Yang, Yichen Liu, Chang Ge, Xiaopeng Jiang
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026), June 2026.
Federated Knowledge Expansion for Collections of Heterogeneous Devices
Xiaopeng Jiang, Cristian Borcea
2025 IEEE International Conference on Big Data (IEEE BigData 2025), December 2025.
Federated Continual Learning Using Concept Matching
Xiaopeng Jiang, Pritam Sen, Cristian Borcea
2025 IEEE International Conference on Big Data (IEEE BigData 2025), December 2025.
FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps
Xiaopeng Jiang, Han Hu, Thinh On, Phung Lai, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan
IEEE Transactions on Mobile Computing, Vol. 23, No. 1, 2024.
GoPlaces: An App for Personalized Indoor Place Prediction
Pritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea
The 20th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS 2023), September 2023.
Zone-based Federated Learning for Mobile Sensing Data
Xiaopeng Jiang, Thinh Oh, NhatHai Phan, Hessamaldin Mohammadi, Vijaya Datta Mayyuri,, An Chen, Ruoming Jin, Cristian Borcea
The 21st IEEE International Conference on Pervasive Computing and Communications (PerCom 2023), March 2023.
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning
Xiaopeng Jiang and Cristian Borcea
The 37th AAAI Conference on Artificial Intelligence, February 2023, full oral presentation.
Indoor Place Prediction on Smart Phones (Demo Abstract) + Video
Pritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea
20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022), November 2022.
Federated Meta-Location Learning for Fine-Grained Location Prediction
Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea
IEEE International Conference on Big Data (IEEE BigData 2021), December 2021.
Cellular Network Traffic Prediction Incorporating Handover: A Graph Convolutional Approach
Shuai Zhao, Xiaopeng Jiang, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Raif Rustamov, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea
The 17th Annual IEEE International Conference on Sensing, Communication and Networking (SECON), June 2020.
Books or Book Chapters
ZoneFL: Zone-based Federated Learning at the Edge
Xiaopeng Jiang, Hessamaldin Mohammadi, Cristian Borcea, NhatHai Phan
Book Chapter in Trustworthy Federated Machine Learning, Springer Optimization and its Applications Series, Springer, 2024.
Patents
(US Patent 11,848,828, 2023) Artificial Intelligence Automation To Improve Network Quality Based On Predicted Location
Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, and Cristian Borcea
(US Patent Application US2024/0129889A1) Indoor Place Prediction
Manoop Talasila, Qiong Wu, Wen-Ling Hsu, Cristian Borcea, Xiaopeng Jiang, Pritam Sen