Wenxuan Zeng

Tencent Inc (Talent Program)

Tencent Inc (Talent Program)

兴趣爱好
  • Efficient Deep Learning
  • Privacy-preserving Machine Learning
教育经历

  • M.S. (Co-advised with Prof. Runsheng Wang), 2026

    Peking University

  • B.S. in Software Engineering, 2023

    University of Electronic Science and Technology of China (UESTC)

Publications

Weikai Xu, Wenxuan Zeng, Qianqian Huang, 李萌, Ru Huang (2025). UniCAIM: A Unified CAM/CIM Architecture with Static-Dynamic KV Cache Pruning for Efficient Long-Context LLM Inference. In Design Automation Conference (DAC) 2025.

论文

Jiangrui Yu, Wenxuan Zeng, Tianshi Xu, Renze Chen, Yun (Eric) Liang, Runsheng Wang, Ru Huang, 李萌 (2024). FlexHE: A flexible Kernel Generation Framework for Homomorphic Encryption-Based Private Inference. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Tianshi Xu, Shuzhang Zhong, Wenxuan Zeng, Runsheng Wang, 李萌 (2024). PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Wenxuan Zeng, 李萌, Haichuan Yang, Wen-Jie Lu, Runsheng Wang, Ru Huang (2023). CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference. In Conference on Neural Information Processing Systems (NeurIPs) 2023.

论文

Wenxuan Zeng, 李萌, Wenjie Xiong, Tong Tong, Wen-Jie Lu, Jin Tan, Runsheng Wang, Ru Huang (2023). MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention. In International Conference on Computer Vision (ICCV) 2023.

论文