Qinkai Yu

5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🚀 Conference Pioneer ❓ The Questioner

Conferences

MICCAI (3) ACL (1) COLING (1)

Top co-authors

Yanda Meng (5) Yitian Zhao (3) Yalin Zheng (3) Huazhu Fu (2) Yongfeng Zhang (2) Mengnan Du (2) Jianyang Xie (2) Mingyu Jin (2) Haiyan Zhao (2) Wenyue Hua (2)

Keywords

large language model (2) factual knowledge (1) reasoning ability (1) layer-wise representation (1) chain of thought (1) probing experiment (1) empirical analysis (1) reasoning step (1) concept depth (1) inference length (1) prompt engineering (1) demonstration rationale (1)

Papers

Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025

Parameterized Diffusion Optimization enabled Autoregressive Ordinal Regression for Diabetic Retinopathy Grading MICCAI 2025

Robust Incomplete-Modality Alignment for Ophthalmic Disease Grading and Diagnosis via Labeled Optimal Transport MICCAI 2025

The Impact of Reasoning Step Length on Large Language Models ACL 2024

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting MICCAI 2024