Langqi Liu @ LAMDA
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刘朗麒
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Supervisor
I am very fortunate to be advised by Professor Lijun Zhang. Under his insightful academic mentorship, I am guided to explore research frontiers.
Biography
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Sep 2018 - Jun 2022 : Receive my B.E. degree in Department of Computer Science and Technology in Southeast University.
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Sep 2022 - Jun 2025 : Admitted to study for a M.Sc. degree in Nanjing University without entrance examination.
Research Interests
My research interests include machine learning and optimization. I am currently exploring how to leverage these concepts to improve the reasoning capabilities of Large Language Models (LLMs). I believe there exists effective and provable methods to systematically enhance their performance.
Since I no longer have the permission to edit this page after graduation, you can also visit my homepage to know more about my current focus.
Publications
- High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails [PDF]
L. Liu, Y. Wang and L. Zhang
In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), pages 32122 - 32138, 2024.
- 适应梯度变化的普适在线凸优化算法 [PDF]
刘朗麒, 张利军
计算机学报, 47(11): 2629 - 2644, 2024.
Awards & Honors
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Outstanding graduate of Nanjing University, 2025
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Bosch scholarship, 2024
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2020-2021 International Collegiate Programming Contest (ICPC) world finalist (Southeast U: Kokoronashi), 2021
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National scholarship for undergraduate student, 2019
Academic Service
- Reviewer: ICLR'2025
Correspondence
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Email: liulq@lamda.nju.edu.cn
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Office: Room 810, Nanjing Student Center, Xianlin Campus of Nanjing University