Zebin Yang

PhD Student (2024)

Peking University

兴趣爱好
  • Efficient AI
教育经历

  • B.S. in Micro-electronics, 2024

    Peking University

Publications

Zebin Yang, Yijiahao Qi, Tong Xie, Bo Yu, Shaoshan Liu, 李萌 (2026). DySL-VLA: Efficient Vision-Language-Action Model Inference via Dynamic-Static Layer-Skipping for Robot Manipulation. In Design Automation Conference (DAC) 2026.

论文

Zebin Yang, Tong Xie, Baotong Lu, Shaoshan Liu, Bo Yu, 李萌 (2026). KEEP: A KV-Cache-Centric Memory Management System for Efficient Embodied Planning. In Design Automation Conference (DAC) 2026.

论文

Zebin Yang, Sunjian Zheng, Tong Xie, Tianshi Xu, Bo Yu, Fan Wang, Jie Tang, Shaoshan Liu, 李萌 (2025). EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval. In Conference on Neural Information Processing Systems (NeurIPs) 2025.

论文

Renjie Wei, Songqiang Xu, Linfeng Zhong, Zebin Yang, Qingyu Guo, Yuan Wang, Runsheng Wang, 李萌 (2025). LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design. In Design, Automation and Test in Europe Conference and Exhibition (DATE) 2025.

论文 演示文稿

Zebin Yang, Renze Chen, Taiqiang Wu, Ngai Wong, Yun (Eric) Liang, Runsheng Wang, Ru Huang, 李萌 (2024). MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Shuzhang Zhong, Zebin Yang, Ruihao Gong, Runsheng Wang, Ru Huang, 李萌 (2024). ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

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

论文