🎯 Actively Seeking Research Opportunities & Interns

I am actively exploring research opportunities in model efficiency. My focus is on efficient systems and algorithms for large-scale models, with additional expertise in statistical learning and high-performance computing.

Currently pursuing an M.S. in Statistical Science at Duke University, working with Dr. Yiran Chen in the CEI Lab on MLSys and diffusion acceleration.

🤝 Actively Seeking Collaborations

I’m seeking collaborations and opportunities in the following areas:

• Machine learning systems and high-performance computing
• Efficient and scalable algorithms for deep learning
• Interdisciplinary research across statistics, computer science, and applied mathematics

🎯 Looking for Duke collaborators on memory‑efficient systems. Reach out if you’re interested in related projects. 🚀

🔬 Research Interests: Algorithmic efficiency, MLSys, high-performance computing, scientific computing

📄 Recent Publications

7 publications, including:

• 3 papers in submission to top-tier conferences (ICLR, ICASSP, CVPR)
• 4 published/accepted papers including AAAI ’26, ICML ’25, NeurIPS ’25, and HPCAsia ’25 (🏆 Outstanding Paper Award)
• (Co-)first author on 5 papers; contributing author on 3 papers

See full publication list in Research Section

📢 Announcements

Nov. 2025

My first authored work “FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models” has been accepted at AAAI 26’!!! This is the first paper that is end-to-end (from idea formulation to paper acceptance) done by myself, 23rd May - 16th July.

Sept. 2025

My co-first authored work “ECCD: Enhanced Cyclic Coordinate Descent Methods for Elastic Net Penalized Linear Models” has been accepted at NeurIPS 25’!!! Big thanks to my dear collaborators Yixiao Wang and Justin Ting Jiang and my mentor Aditya Devarakonda in Wake Forest University.

Two co-first authored paper in submission to ICASSP 26’ and ICLR 26'

May. 2025

One paper accepted as poster in ICML 25'

Nov. 2024

I’m thrilled to announce that I’m joining the CEI Lab in Duke Electrical & Computer Engineering Department, working with Dr. Yiran Chen

Dec. 2023

I’m honored to announce my enrollment in the class of 2024 | Master of Science in Statistics of Duke University!!

Dec. 2023

Merry Christmas!!!

Nov. 2023

I’m pleased to receive honor from UPE scholarship

Oct. 2023

I am thrilled to share my recent achievements in weightlifting: securing 2nd place in Deadlift and 3rd place in Squat at the recent competition. It was an exhilarating experience, and I’m grateful for the support and encouragement from everyone who was there.

May 2023

• URECA Project: Excited to announce the start of my URECA project!