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Qinyan Liu

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Awards

  • China National Scholarship, 2024-2025

  • China National Scholarship, 2023-2024

  • Outstanding Freshman Scholarship, Gold (top 3%), 2023

  • First Prize, Provincial Level, National Undergraduate Mathematics Competition (China), 2024

  • 1st Place and Gold Award, National English Reading Contest “FLTRP · ETIC Cup”, 2023

Teaching

Linear Algebra A2, TA: Fall 2025
Instructor: Prof. Xinmao Wang, School of Mathematical Sciences, USTC

I assisted in teaching the course through grading assignments, answering students’ questions, leading problem-solving sessions, and delivering review lectures.

Linear Algebra A2 teaching assistant session

Seminars

Seminar on Transformers and In-Context Learning, 2025 Spring

Instructor: Prof. Canhong Wen, School of Management Sciences, USTC

We delivered in-depth talks on the statistical foundations of Transformers’ In-Context Learning (ICL), drawing on insights from recent state-of-the-art research.

Summer School of Deep Learning, 2025 Summer
Location: Southwestern University of Finance and Economics
Lecturers: Prof. Annie Qu, Prof. Weijie Su, Prof. Weining Shen, Prof. Yuhua Zhu, Prof. Xiaowu Dai, Prof. Junhui Wang

Loo-Keng Hua Seminar, 2025 - 2026 academic year
Instructor: Prof. Zhe Sun, School of Mathematical Sciences, USTC

I delivered a lecture on my current research on the statistical foundations of Transformers to fellow students in the Loo-Keng Hua Class of USTC (an honors program for mathematics undergraduates). I received a final course grade of 100/100.


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