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Journal Articles
- 2024
[j3]Xiaopeng Jiang
, Han Hu, Thinh On, Phung Lai, Vijaya Datta Mayyuri, An M. Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan:
FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps. IEEE Trans. Mob. Comput. 23(1): 501-519 (2024)- 2023
- [j2]Weitao Shang, Zhiqiang Gao, Meng Gao, Xiaopeng Jiang:
Monitoring Green Tide in the Yellow Sea Using High-Resolution Imagery and Deep Learning. Remote. Sens. 15(4): 1101 (2023) - [j1]Ruisheng Ran, Qianghui Zeng, Xiaopeng Jiang, Bin Fang:
Isometric projection with reconstruction. J. Supercomput. 79(16): 18648-18666 (2023)
Conference and Workshop Papers
- 2023
- [c6]Xiaopeng Jiang, Cristian Borcea:
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning. AAAI 2023: 8087-8095 - [c5]Xiaopeng Jiang, Thinh On, NhatHai Phan, Hessamaldin Mohammadi, Vijaya Datta Mayyuri, An M. Chen, Ruoming Jin, Cristian Borcea:
Zone-based Federated Learning for Mobile Sensing Data. PERCOM 2023: 141-148 - 2022
- [c4]Pritam Sen, Xiaopeng Jiang, Qiong Wu, Manoop Talasila, Wen-Ling Hsu, Cristian Borcea:
Indoor Place Prediction on Smart Phones. SenSys 2022: 790-791 - 2021
- [c3]Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, Cristian Borcea:
Federated Meta-Location Learning for Fine-Grained Location Prediction. IEEE BigData 2021: 446-456 - 2020
- [c2]Shuai Zhao, Xiaopeng Jiang, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Raif M. Rustamov, Manoop Talasila, Syed Anwar Aftab, Yi Chen, Cristian Borcea:
Cellular Network Traffic Prediction Incorporating Handover: A Graph Convolutional Approach. SECON 2020: 1-9 - 2011
- [c1]Xiaopeng Jiang, Arijit K. Sengupta:
Effect of music and induced mental load in word processing task. SMC 2011: 3261-3266
Informal and Other Publications
- 2023
- [i5]Xiaopeng Jiang, Cristian Borcea:
Complement Sparsification: Low-Overhead Model Pruning for Federated Learning. CoRR abs/2303.06237 (2023) - [i4]Xiaopeng Jiang, Thinh On, NhatHai Phan, Hessamaldin Mohammadi, Vijaya Datta Mayyuri, An M. Chen, Ruoming Jin, Cristian Borcea:
Zone-based Federated Learning for Mobile Sensing Data. CoRR abs/2303.06246 (2023) - [i3]Xiaopeng Jiang, Cristian Borcea:
Concept Matching: Clustering-based Federated Continual Learning. CoRR abs/2311.06921 (2023) - 2021
- [i2]Xiaopeng Jiang, Shuai Zhao, Guy Jacobson, Rittwik Jana, Wen-Ling Hsu, Manoop Talasila, Syed Anwar Aftab, Yi Chen, Cristian Borcea:
FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users. CoRR abs/2106.08946 (2021) - [i1]Han Hu, Xiaopeng Jiang, Vijaya Datta Mayyuri, An M. Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan:
FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps. CoRR abs/2111.09445 (2021)
Coauthor Index
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