| Security and privacy issues in deep learning H Bae, J Jang, D Jung, H Jang, H Ha, H Lee, S Yoon arXiv preprint arXiv:1807.11655, 2018 | 98 | 2018 |
| Deepspark: Spark-based deep learning supporting asynchronous updates and caffe compatibility H Kim, J Park, J Jang, S Yoon CoRR, vol. abs/1602.08191, 2016 | 44 | 2016 |
| DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters H Kim, J Park, J Jang, S Yoon arXiv preprint arXiv:1602.08191, 2016 | 26 | 2016 |
| Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption J Jang, Y Lee, A Kim, B Na, D Yhee, B Lee, JH Cheon, S Yoon Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022 | 15 | 2022 |
| Fedclassavg: Local representation learning for personalized federated learning on heterogeneous neural networks J Jang, H Ha, D Jung, S Yoon arXiv preprint arXiv:2210.14226, 2022 | 13 | 2022 |
| TensorLightning: A traffic-efficient distributed deep learning on commodity spark clusters S Lee, H Kim, J Park, J Jang, CS Jeong, S Yoon IEEE Access 6, 27671-27680, 2018 | 13 | 2018 |
| Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA S Park, J Jang, S Kim, S Yoon 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 12 | 2019 |
| Membership Feature Disentanglement Network H Ha, J Jang, Y Jeong, S Yoon Proceedings of the 2022 ACM on Asia Conference on Computer and …, 2022 | 5 | 2022 |
| Memory-Augmented Neural Networks on FPGA for Real-Time and Energy-Efficient Question Answering S Park, J Jang, S Kim, B Na, S Yoon IEEE Transactions on Very Large Scale Integration (VLSI) Systems 29 (1), 162-175, 2020 | 5 | 2020 |
| A Comparative Performance Analysis of Spark-Based Distributed Deep-Learning Frameworks J Jang, J Park, H Kim, S Yoon KIISE Transactions on Computing Practices 23 (5), 299-303, 2017 | 4 | 2017 |
| Scalable Smartphone Cluster for Deep Learning B Na, J Jang, S Park, S Kim, J Kim, MS Jeong, KC Kim, S Heo, Y Kim, ... arXiv preprint arXiv:2110.12172, 2021 | 2 | 2021 |
| Streaming MANN: A Streaming-Based Inference for Energy-Efficient Memory-Augmented Neural Networks S Park, J Jang, S Kim, S Yoon arXiv preprint arXiv:1805.07978, 2018 | 2 | 2018 |
Sungroh YoonProfessor, Electrical and Computer Engineering & Artificial Intelligence, Seoul National UniversityVerified email at snu.ac.kr
