Publications

• [MCIRO2024,CCF-A] 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.
• [TACO23,CCF-A] Accelerating convolutional neural network by exploiting sparsity on gpus
  • Weizhi Xu, Yintai Sun, Shengyu Fan, Hui Yu, Xin Fu
• [HPCA23,CCF-A] TensorFHE: Achieving Practical Computation on Encrypted Data Using GPGPU
  • Shengyu Fan, Zhiwei Wang, Weizhi Xu, Rui Hou, Dan Meng, Mingzhe Zhang
• [HPCA23,CCF-A] Poseidon: Practical Homomorphic Encryption Accelerator
  • Yinghao Yang, Huaizhi Zhang, Shengyu Fan, Hang Lu, Mingzhe Zhang, Xiaowei Li
• [NN23,CCF-B] 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

• [Arxiv24] 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