Kaicheng Yang

🧑‍🎓 Biography

I am a third-year undergraduate student in the Department of Automation at Shanghai Jiao Tong University (SJTU) 🚢. I maintain an academic record with a GPA of $\text{3.9/4.3}$, ranking $\text{15th}$ out of $\text{100}$ students. 📊

Currently, I am conducting research as a student researcher in Professor Yulun Zhang’s lab, focusing on the critical and evolving field of Efficient AI 💡. My research interests center on techniques to enhance the performance and accessibility of large-scale models, specifically through:

• Model Compression and Quantization 💾
• Accelerated Diffusion Models 🚀
• Efficient Sampling Methods for Large Language Models (LLMs) 🧠

I am passionate about exploring methods to build powerful yet resource-conscious AI systems that push the boundaries of computational efficiency. ⚡

📣 News / Announcements

• [2026.2] ✍️ 3 preprints released on arXiv.
• [2026.1] ✍️ Our paper, PT^2LLM, has been accepted to ICLR 2026!
• [2025.12] ✍️ 1 preprints released on arXiv.
• [2025.10] 🎉 The team I participated in won the National Challenge Cup Grand Prize.(挑战杯全国特等奖).
• [2025.9] 💰 Receive ¥100,000 RMB in support from the National Natural Science Foundation of China (NSFC) for my research project (国自然青年科学家(本科生)项目).
• [2025.9] ✍️ 3 preprints released on arXiv.
• [2025.5] 🎉 Our paper, BiMaCoSR, has been accepted to ICML 2025!
• [2025.3] 📝 2 preprints released on arXiv.
• [2024.12] 🏆 Awarded the Infineon Scholarship.
• [2024.12] 🏅 Awarded the University Second-Class Scholarship.
• [2023.11] 🥇 Won the First Prize in the 15th National College Student Mathematics Competition.