Jinwoo Kim

The role of state preparation in time-bin entangled photon pair generation for quantum communication

2024

Time-bin entangled photons have previously been utilized for advanced quantum communication protocols such as quantum state teleportation or entanglement swapping, thus showing the potential of realizing a quantum internet. For such protocols, intricate feedback systems …

Revisiting Random Walks for Learning on Graphs

2024 · arXiv (Cornell University)

We revisit a simple idea for machine learning on graphs, where a random walk on a graph produces a machine-readable record, and this record is processed by a deep neural network to directly make vertex-level …

Cost-Efficient LLM Serving in the Cloud: VM Selection with KV Cache Offloading

2025 · arXiv (Cornell University)

LLM inference is essential for applications like text summarization, translation, and data analysis, but the high cost of GPU instances from Cloud Service Providers (CSPs) like AWS is a major burden. This paper proposes InferSave, …