| LeHDC: Learning-Based Hyperdimensional Computing Classifier S Duan, Y Liu, S Ren, X Xu Proceedings of the 59th ACM/IEEE Design Automation Conference, 1111–1116, 2022 | 61 | 2022 |
| Machine Learning in Hardware Security S Duan, Z Li, Y Luo, M Sun, W Wang, XS Lin, X Xu Emerging Topics in Hardware Security, 111-146, 2021 | 59 | 2021 |
| A survey of recent attacks and mitigation on FPGA systems S Duan, W Wang, Y Luo, X Xu 2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 284-289, 2021 | 29 | 2021 |
| 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 | 28* | 2023 |
| A Brain-Inspired Low-Dimensional Computing Classifier for Inference on Tiny Devices S Duan, X Xu, S Ren 2022 tinyML Research Symposium, 2022 | 26 | 2022 |
| MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference Z Liu, Y Luo, S Duan, T Zhou, X Xu 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 21 | 2023 |
| AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization Y Luo, N Xu, H Peng, C Wang, S Duan, K Mahmood, W Wen, C Ding, ... Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023 | 20 | 2023 |
| NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering Y Luo, S Duan, C Gongye, Y Fei, X Xu 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022 | 17 | 2022 |
| MicroVSA: An Ultra-Lightweight Vector Symbolic Architecture-based Classifier Library for Always-On Inference on Tiny Microcontrollers N Narkthong, S Duan, S Ren, X Xu Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 14 | 2024 |
| MetaLDC: Meta Learning of Low-Dimensional Computing Classifiers for Fast On-Device Adaption Y Liu, S Duan, X Xu, S Ren tinyML Research Symposium 2023, 2023 | 13 | 2023 |
| HDLock: Exploiting Privileged Encoding to Protect Hyperdimensional Computing Models against IP Stealing S Duan, S Ren, X Xu Proceedings of the 59th ACM/IEEE Design Automation Conference, 679–684, 2022 | 13 | 2022 |
| VertexSerum: Poisoning Graph Neural Networks for Link Inference R Ding*, S Duan*, X Xu, Y Fei Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 11 | 2023 |
| HDCOG: A Lightweight Hyperdimensional Computing Framework with Feature Extraction S Duan, X Xu 2021 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 1-6, 2021 | 9 | 2021 |
| FPGAPRO: A Defense Framework Against Crosstalk-Induced Secret Leakage in FPGA Y Luo*, S Duan*, X Xu ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (3 …, 2021 | 7 | 2021 |
| PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference H Peng, S Zhou, Y Luo, S Duan, N Xu, R Ran, S Huang, C Wang, T Geng, ... arXiv preprint arXiv:2209.09424, 2022 | 6 | 2022 |
| Deep neural network security from a hardware perspective T Zhou, Y Zhang, S Duan, Y Luo, X Xu 2021 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), 1-6, 2021 | 6 | 2021 |
| SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud S Duan, C Wang, H Peng, Y Luo, W Wen, C Ding, X Xu arXiv preprint arXiv:2406.02629, 2024 | 5 | 2024 |
| A Cautionary Note on Building Multi-tenant Cloud-FPGA as a Secure Infrastructure Y Luo, Y Zhang, S Duan, X Xu 2022 International Conference on Field-Programmable Technology (ICFPT), 1-6, 2022 | 2 | 2022 |
| Towards Vector Optimization on Low-Dimensional Vector Symbolic Architecture S Duan, Y Liu, G Liu, RR Kompella, S Ren, X Xu Second Conference on Parsimony and Learning (CPAL), 2025 | 1 | 2025 |
| Watch Out for the Inherent Vulnerabilities in Developing Multi-tenant Cloud-FPGA: Communication Protocols Z Liu, Y Luo, Y Zhang, S Duan, X Xu ACM Transactions on Design Automation of Electronic Systems 30 (1), 1-24, 2024 | 1 | 2024 |
Xiaolin Xu (徐啸林)Northeastern UniversityVerified email at northeastern.edu
