publications

2025

1. Preprint

   S^3: Unlocking the Full Potential of Sparse Attention for Long Context LLM Serving

   Wooseok Gwak^*, Sangjin Choi^*, Sukmin Cho, and Youngjin Kwon

   Preprint, 2025

   Bib

   @article{Gwak2025S3,
     title = {S^3: Unlocking the Full Potential of Sparse Attention for Long Context LLM Serving},
     author = {Gwak, Wooseok and Choi, Sangjin and Cho, Sukmin and Kwon, Youngjin},
     journal = {Preprint},
     year = {2025},
   }

2. Preprint

   DynoSpec: Dynamic Colocation to Accelerate Speculative Decoding in LLM Serving

   Sangjin Choi, Hyunjae Lee, Seungjae Lim, Sukmin Cho, Wooseok Gwak, and Youngjin Kwon

   Preprint, 2025

   Bib

   @article{Choi2025DynoSpec,
     title = {DynoSpec: Dynamic Colocation to Accelerate Speculative Decoding in LLM Serving},
     author = {Choi, Sangjin and Lee, Hyunjae and Lim, Seungjae and Cho, Sukmin and Gwak, Wooseok and Kwon, Youngjin},
     journal = {Preprint},
     year = {2025},
   }

3. Preprint

   TETRIS: Efficient Large Language Model Serving with Adaptive Search for Test-time Scaling

   Sukmin Cho, Seungjae Lim, Sangjin Choi, Hyunsoo Ye, Wooseok Gwak, Sumin Lee, and Youngjin Kwon

   Preprint, 2025

   Bib

   @article{Cho2025TETRIS,
     title = {TETRIS: Efficient Large Language Model Serving with Adaptive Search for Test-time Scaling},
     author = {Cho, Sukmin and Lim, Seungjae and Choi, Sangjin and Ye, Hyunsoo and Gwak, Wooseok and Lee, Sumin and Kwon, Youngjin},
     journal = {Preprint},
     year = {2025},
   }

2024

1. USENIX Security’24

   BUDAlloc: Defeating Use-After-Free Bugs by Decoupling Virtual Address Management from Kernel

   Junho Ahn, Jaehyun Lee, Kanghyuk Lee, Wooseok Gwak, Minseong Hwang, and Youngjin Kwon

   In Proceedings of USENIX Security, 2024

   Bib PDF Code Slides

   @article{Ahn2024BudAlloc,
     title = {BUDAlloc: Defeating Use-After-Free Bugs by Decoupling Virtual Address Management from Kernel},
     author = {Ahn, Junho and Lee, Jaehyun and Lee, Kanghyuk and Gwak, Wooseok and Hwang, Minseong and Kwon, Youngjin},
     journal = {In Proceedings of USENIX Security},
     year = {2024},
   }