Publications

• TBD
  • Details coming soon.
• TBD
  • Details coming soon.
• TBD
  • Details coming soon.
• 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
  • Shengyu Fan, Xianglong Deng, Zhuoyu Tian, Zhicheng Hu, Liang Chang, Rui Hou, Dan Meng, Mingzhe Zhang