| Activematch: end-to-end semi-supervised active representation learning X Yuan, Z Li, G Wang 2022 IEEE International Conference on Image Processing (ICIP), 1136-1140, 2022 | 7 | 2022 |
| Appflx: Providing privacy-preserving cross-silo federated learning as a service Z Li, S He, P Chaturvedi, TH Hoang, M Ryu, EA Huerta, V Kindratenko, ... 2023 IEEE 19th International Conference on e-Science (e-Science), 1-4, 2023 | 5 | 2023 |
| Enabling end-to-end secure federated learning in biomedical research on heterogeneous computing environments with APPFLx TH Hoang, J Fuhrman, R Madduri, M Li, P Chaturvedi, Z Li, K Kim, M Ryu, ... arXiv preprint arXiv:2312.08701, 2023 | 3 | 2023 |
| Efficient Communication in Federated Learning Using Floating-Point Lossy Compression G Wilkins, S Di, JC Calhoun, K Kim, R Underwood, F Cappello arXiv preprint arXiv:2312.13461, 2023 | 2 | 2023 |
| FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler Z Li, P Chaturvedi, S He, H Chen, G Singh, V Kindratenko, EA Huerta, ... The Twelfth International Conference on Learning Representations (ICLR 2024), 2023 | 2 | 2023 |
| ViCTer: A semi-supervised video character tracker Z Li, X Wang, Z Zhang, V Kindratenko Machine Learning with Applications 12, 100460, 2023 | 2 | 2023 |
| An efficient generative data imputation toolbox with adversarial learning Y Wu, X Miao, Z Li, S He, X Yuan, J Yin 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3651-3654, 2023 | 2 | 2023 |
| FedSZ: Leveraging Error-Bounded Lossy Compression for Federated Learning Communications G Wilkins, S Di, JC Calhoun, Z Li, K Kim, R Underwood, R Mortier, ... 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
| Secure Federated Learning Across Heterogeneous Cloud and High-Performance Computing Resources-A Case Study on Federated Fine-tuning of LLaMA 2 Z Li, S He, P Chaturvedi, V Kindratenko, EA Huerta, K Kim, R Madduri Computing in Science & Engineering, 2024 | | 2024 |
| Unbounded Barrier-Synchronized Concurrent ASMs for Effective MapReduce Processing on Streams Z Li, S He, Y Du, S González, KD Schewe International Conference on Rigorous State-Based Methods, 3-16, 2021 | | 2021 |
Kibaek KimArgonne National Laboratory在 anl.gov 的电子邮件经过验证
