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Langqing Cui

崔朗清

I am a second-year M.S. student in the School of Electrical Engineering at KAIST (Korea Advanced Institute of Science and Technology), advised by Prof. Insu Han. Previously, I obtained my B.Eng. in Computer Science and Technology at Beijing University of Technology.

I have a broad research interest in Efficient AI and AI Systems. Currently, I focus on Looped Transformers.

News

Oct 2026 LoopSpec is selected as one of the four Oral Presentation papers in NeurIPS 2026 ODI Workshop! See you in Sydney ✈️
Sep 2026 Our preprint LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers is on arXiv!
Sep 2025 Joined FlexML Lab at KAIST EE as an M.S. student.
Jun 2025 Graduated from Beijing University of Technology 🎉

Publications

* Equal contribution   † Project lead   ‡ Corresponding author

  1. NeurIPS Workshop
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    LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers
    SangLyul Cho*, Langqing Cui*†, Sehoon Kim, Dongsu Han, and Insu Han‡
    NeurIPS 2026 ODI Workshop, Oral Presentation