Chenqi Lin

PhD Student (2024)

Peking University

Interests
  • Privacy-Preserving AI
Education

  • B.S. in Artificial Intelligence, 2024

    Xi'an Jiaotong University

Publications

Jiangrui Yu, Ye Yu, Si Chen, Chenqi Lin, Wenxuan Zeng, Junfeng Fan, Mingyu Gao, Meng Li (2026). OptiPrime: Optimizing Private Inference through protocol-hardware codesign. In MICRO 2026.

Tengyu Zhang, Chenqi Lin, Jiangrui Yu, Shuwen Deng, Meng Li (2025). FENIX: Flexible and Efficient Hybrid HE/MPC Acceleration with Near-Memory Processing. In International Conference on Computer-Aided Design (ICCAD) 2025.

Paper

Chenqi Lin, Kang Yang, Tianshi Xu, Ling Liang, Yufei Wang, Zhaohui Chen, Runsheng Wang, Mingyu Gao, Meng Li (2025). Ironman: Accelerating Oblivious Transfer Extension for Privacy-Preserving AI with Near-Memory Processing. In MICRO 2025.

Paper

Tianshi Xu, Wenjie Lu, Jiangrui Yu, Chenqi Lin, Yi Chen, Runsheng Wang, Meng Li (2025). Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC. In Usenix Security Symposium 2025.

Paper

Chenqi Lin, Tianshi Xu, Zebin Yang, Meng Li, Runsheng Wang, Ru Huang (2024). FastQuery: Communication-efficient Embedding Table Query for Private LLMs inference. In Design Automation Conference (DAC) 2024.

Paper