Seonjun Kim

Graduate student in Computer Science and Engineering, Seoul National University.

cyanide17 [at] snu.ac.kr

Bio

I am a graduate student in the Human-Centered Computer Systems Lab at Seoul National University, advised by Youngki Lee.

Research Interests

ML systems, especially efficient inference, runtime/compiler support, and deployment on resource-constrained devices.

Education

Graduate student, Computer Science and Engineering, Seoul National University.
B.S., Electrical and Computer Engineering, Seoul National University, 2022, summa cum laude.

Publications

Kichang Yang*, Seonjun Kim*, Minjae Kim, Nairan Zhang, Chi Zhang, and Youngki Lee. VLM in a flash: I/O-Efficient Sparsification of Vision-Language Model via Neuron Chunking. Advances in Neural Information Processing Systems (NeurIPS), 2025. [arXiv] [poster] [code]
* Co-primary authors.