| 2025 | DAC | Towards Training Robustness Against Dynamic Errors in Quantum Machine Learning. | Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Kompella, Xiaolin Xu, Shaolei Ren |
| 2025 | DAC | Holistic Design towards Resource-Stringent Binary Vector Symbolic Architecture. | Shijin Duan, Nuntipat Narkthong, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2024 | ASPLOS | MicroVSA: An Ultra-Lightweight Vector Symbolic Architecture-based Classifier Library for Always-On Inference on Tiny Microcontrollers. | Nuntipat Narkthong, Shijin Duan, Shaolei Ren, Xiaolin Xu |
| 2023 | DAC | PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. | Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding |
| 2023 | ICCAD | MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference. | Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu |
| 2023 | ICCV | VertexSerum: Poisoning Graph Neural Networks for Link Inference. | Ruyi Ding, Shijin Duan, Xiaolin Xu, Yunsi Fei |
| 2023 | INFOCOM | Achieving Certified Robustness for Brain-Inspired Low-Dimensional Computing Classifiers. | Fangfang Yang, Shijin Duan, Xiaolin Xu, Shaolei Ren |
| 2023 | MICRO | AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. | Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2022 | DAC | LeHDC: learning-based hyperdimensional computing classifier. | Shijin Duan, Yejia Liu, Shaolei Ren, Xiaolin Xu |
| 2022 | DAC | HDLock: exploiting privileged encoding to protect hyperdimensional computing models against IP stealing. | Shijin Duan, Shaolei Ren, Xiaolin Xu |
| 2022 | FCCM | NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering. | Yukui Luo, Shijin Duan, Cheng Gongye, Yunsi Fei, Xiaolin Xu |
| 2022 | FPGA | An Integrity Checking Framework for AXI Protocol in Multi-tenant FPGA. | Yukui Luo, Yuheng Zhang, Shijin Duan, Xiaolin Xu |