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sinpeyw/README.md

I am a PhD student in Computer Science and Technology at Tianjin University. My research interests focus on efficient systems for LLMs. Currently, I am exploring LLM inference, including optimization, deployment, and scalability challenges.

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  1. vllm-project/afd-plugin vllm-project/afd-plugin Public

    vLLM plugin for attention-ffn disaggregation support

    Python 115 23

  2. ConvOpt4k100ai ConvOpt4k100ai Public

    面向多模态大模型的基础卷积算子优化-基于国产加速卡曙光K100_AI

    C++ 7 1

  3. flagos-kernel-challenge-shanghai-2026 flagos-kernel-challenge-shanghai-2026 Public

    Multi-backend Triton/FlagTree solutions for FlagOS Kernel Challenge Shanghai 2026: fused RMSNorm quantization, DSA TopK page-table transform, and MLA backward.

    Python 3

  4. flagos-kernel-challenge-tianjin-2026 flagos-kernel-challenge-tianjin-2026 Public

    Multi-backend Triton 3.5 solutions for FlagOS Kernel Challenge Tianjin 2026: multimodal RoPE, fused MoE routing, and sparse-attention prefill TopK.

    Python 1

  5. qwen3.5-vllm-dcu-optimization qwen3.5-vllm-dcu-optimization Public

    2026先导杯 Qwen3.5-27B 单卡 gfx936 DCU 推理优化:INT8 KV Cache、INT8 MMAC Attention、Prefill Attention、N=1 GEMV 与 GDN 数据流优化

    Python 2