Tong Xie

PhD Student (co-advised w/ Prof. Runsheng Wang, 2024)

Peking University

兴趣爱好
  • Efficient AI
教育经历

  • B.E. in Peking University, 2024

Publications

Tong Xie, Zuodong Zhang, Chao Yang, Yuan Wang, Runsheng Wang, 李萌 (2026). Aging Aware Adaptive Voltage Scaling for Reliable and Efficient AI Accelerators. In International Symposium of Electronic Design Automation (ISEDA) 2026.

论文

Boyi Fu, Weikai Xu, Tong Xie, Jin Luo, Yaoyu Tao, 李萌 (2026). NICE: 3D-NAND-based In-Memory-Computing with In-Situ ECC-Protection for Fault-Tolerant and Efficient LLM Inference. In International Symposium of Electronic Design Automation (ISEDA) 2026.

Tong Xie, Yijiahao Qi, Jinqi Wen, Zishen Wan, Yanchi Dong, Zihao Wang, Shaofei Cai, Yitao Liang, Tianyu Jia, Yuan Wang, Runsheng Wang, 李萌 (2026). CREATE: Cross-Layer Resilience Characterization and Optimization for Efficient yet Reliable Embodied AI Systems. In International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2026.

论文

Jinqi Wen, Tong Xie, Runsheng Wang, 李萌 (2026). DRIFT: Harnessing Inherent Fault Tolerance for Efficient and Reliable Diffusion Model Inference. In Design Automation Conference (DAC) 2026.

论文

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

Linfeng Zhong, Songqiang Xu, Huifeng Wen, Tong Xie, Qingyu Guo, Yuan Wang, 李萌 (2025). SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding. In International Conference on Computer-Aided Design (ICCAD) 2025.

论文

Tengyu Zhang, Tong Xie, Haoyang Luo, Yixuan Hu, Yaoyu Tao, Xiyuan Tang, Yuan Wang, Runsheng Wang, 李萌 (2025). A 28nm 534.6TOPS/W Mixed-Precision Edge Accelerator for Embodied AI Using Stochastic Computing. In Asian Solid-State Circuits Conference (A-SSCC) 2025.

论文

Tong Xie, Jiawang Zhao, Zishen Wan, Zuodong Zhang, Yuan Wang, Runsheng Wang, Ru Huang, 李萌 (2025). ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance. In Design Automation Conference (DAC) 2025.

论文 项目 演示文稿

Tong Xie, Yixuan Hu, Renjie Wei, 李萌, Runsheng Wang, Yuan Wang, Ru Huang (2024). ASCEND: Accurate yet Efficient End-to-End Stochastic Computing Acceleration of Vision Transformer. In Design, Automation and Test in Europe Conference and Exhibition (DATE) 2024.

论文