| CryptoGCN: Fast and scalable homomorphically encrypted graph convolutional network inference R Ran, N Xu, W Wang, G Quan, J Yin, W Wen Advances in Neural Information Processing Systems 35, 37676-37689, 2022 | 13 | 2022 |
| PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment H Peng, S Zhou, Y Luo, N Xu, S Duan, R Ran, J Zhao, C Wang, T Geng, ... 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 10* | 2023 |
| RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference H Peng, S Zhou, Y Luo, N Xu, S Duan, R Ran, J Zhao, S Huang, X Xie, ... AAAI'2023 Workshop on DeepLearning-Hardware Co-Design for AI Acceleration, 2023 | 10 | 2023 |
| LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference H Peng, R Ran, Y Luo, J Zhao, S Huang, K Thorat, T Geng, C Wang, X Xu, ... Advances in Neural Information Processing Systems 36, 2023 | 6 | 2023 |
| NeuGuard: Lightweight neuron-guided defense against membership inference attacks N Xu, B Wang, R Ran, W Wen, P Venkitasubramaniam Proceedings of the 38th Annual Computer Security Applications Conference …, 2022 | 4 | 2022 |
| EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System S Islam, S Zhou, R Ran, YF Jin, W Wen, C Ding, M Xie Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 3 | 2022 |
| SpENCNN: Orchestrating Encoding and Sparsity for Fast Homomorphically Encrypted Neural Network Inference R Ran, X Luo, W Wang, T Liu, G Quan, X Xu, C Ding, W Wen Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 2 | 2023 |
| Penguin: Parallel-Packed Homomorphic Encryption for Fast Graph Convolutional Network Inference R Ran, N Xu, T Liu, W Wang, G Quan, W Wen Thirty-seventh Conference on Neural Information Processing Systems, 2023 | | 2023 |
| Embedded Crowdsensing for Pavement Monitoring and its Incentive Mechanisms M Machado, R Ran, L Cheng Machine Learning under Resource Constraints - Applications 3, 286-297, 2022 | | 2022 |
| signSARAH: a lower cost optimization algorithm for Neural Network with the large scale dataset R Ran Lehigh University, 2020 | | 2020 |
Wujie WenAssociate Professor, Department of Computer Science, NC State UniversityVerified email at ncsu.edu
