Publications
Falcon: Algorithm-Hardware Co-Design for Efficient Fully Homomorphic Encryption Accelerator- Liang Kong, Xianglong Deng, Guang Fan, Shengyu Fan, Lei Chen, Yilan Zhu, Geng Yang, Yisong Chang, Shoumeng Yan, Mingzhe Zhang
An Efficient and Scalable Hardware Architecture for Number Theoretic Transform on FPGA with Design Automation- Yilan Zhu, Geng Yang, Xingyu Tian, Dilshan Kumarathunga, Liang Kong, Xianglong Deng, Shengyu Fan, Guang Fan, Guiming Shi, Lei Chen, Bo Zhang, Yisong Chang, Shoumeng Yan, Zhenman Fang, Mingzhe Zhang
WPC: Weight Plaintext Compression for CNN Inference based on RNS-CKKS- Guiming Shi, Yuchen Wei, Shengyu Fan, Xianglong Deng, Liang Kong, Xianbin Li, Jingwei Cai, Shuwen Deng, Mingzhe Zhang, Kaisheng Ma
HAWK: Fully Homomorphic Encryption Accelerator with Fixed-Word Key Decomposition Switching- Liang Kong, Shengyu Fan, Xianglong Deng,Lei Chen, Guang Fan, Guiming Shi, Yilan Zhu, Geng Yang, Shoumeng, Mingzhe Zhang
FAST:An FHE Accelerator for Scalable-parallelism with Tunable-bit- Shengyu Fan, Xianglong Deng, Liang Kong, Guiming Shi, Guang Fan, Dan Meng, Rui Hou, Mingzhe Zhang
- Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core
- Dian Jiao, Xianglong Deng, Zhiwei Wang, Shengyu Fan, Dan Meng, Rui Hou, Mingzhe Zhang
WarpDrive: GPU-Based Fully Homomorphic Encryption Acceleration Leveraging Tensor and CUDA Cores- Guang Fan, Mingzhe Zhang, Fangyu Zheng, Shengyu Fan, Tian Zhou, Xianglong Deng, Wenxu Tang, Liang Kong, Yixuan Song, and Shoumeng Yan
Trinity: A General Purpose FHE Accelerator- Xianglong Deng*, Shengyu Fan*, Zhicheng Hu, Zhuoyu Tian, Zihao Yang, Jiangrui Yu, Dingyuan Cao, Dan Meng, Rui Hou, Meng Li, Liang Chang, Qian Lou, Mingzhe Zhang
- *The authors contribute equally.
Accelerating convolutional neural network by exploiting sparsity on gpus- Weizhi Xu, Yintai Sun, Shengyu Fan, Hui Yu, Xin Fu
TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU- Shengyu Fan, Zhiwei Wang, Weizhi Xu, Rui Hou, Dan Meng, Mingzhe Zhang
- Poseidon: Practical Homomorphic Encryption Accelerator
- Yinghao Yang, Huaizhi Zhang, Shengyu Fan, Hang Lu, Mingzhe Zhang, Xiaowei Li
Tell me your position: Distantly supervised biomedical entity relation extraction using entity position marker- Jiran Zhu, Jikun Dong, Hongyun Du, Yanfang Geng, Shengyu Fan, Hui Yu, Zengzhen Shao, Xia Wang, Yaping Yang, Weizhi Xu
Working-in-Progress
Taiyi: A high-performance CKKS accelerator for Practical Fully Homomorphic Encryption