About me
Junyu is currently working toward a doctoral degree at the Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech), under the supervision of Prof. Yi Wang. Prior to this, he obtained his B.E. from the Department of Computer Science and Technology at China University of Petroleum (East China), where he was advised by Prof. Tao Song. He was born and raised in Linyi, Shandong Province, China.
Research Interests
Networked System and MLsys.
Resolving communication bottlenecks in distributed machine learning systems (esp., LLM training/inference), spanning from collective communication algorithms to underlying RDMA transport.
Sustainable Computing.
Leveraging AI and system optimization to enhance energy efficiency across diverse real-world scenarios, including network infrastructures and smart building environments.
I am committed to building practical solutions that are directly applicable to existing real-world systems.
News
- Sep. 2025: LLM4NILM got accepted to ACM Buildsys'25.
- May. 2025: Our paper on LLMs for NILM was published on Arxiv. [link]
- Nov. 2024: Our paper on NILM system deployment won the Best Paper Award of SustainCom'24. [link]
- Sep. 2024: Our work on NILM systems got accepted to SustainCom'24. [link]
For more information, please view the Bio & Publications pages and feel free to contact me via email.