Guseul Heo

According to our database, Guseul Heo authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

LLMServingSim 2.0: A Unified Simulator for Heterogeneous and Disaggregated LLM Serving Infrastructure.

Jaehong Cho, Hyunmin Choi, Guseul Heo, Jongse Park

CoRR, February, 2026

2025

Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse.

Jinwoo Hwang, Daeun Kim, Sangyeop Lee, Yoonsung Kim, Guseul Heo, Hojoon Kim, Yunseok Jeong, Tadiwos Meaza, Eunhyeok Park, Jeongseob Ahn, Jongse Park

Proc. VLDB Endow., June, 2025

Efficient LLM Inference with Activation Checkpointing and Hybrid Caching.

Sanghyeon Lee, Hongbeen Kim, Soojin Hwang, Guseul Heo, Minwoo Noh, Jaehyuk Huh

CoRR, January, 2025

Throughput-Oriented LLM Inference via KV-Activation Hybrid Caching with A Single GPU.

Sanghyeon Lee, Hongbeen Kim, Soojin Hwang, Guseul Heo, Minwoo Noh, Jaehyuk Huh

Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

2024

Accelerating String-key Learned Index Structures via Memoization-based Incremental Training.

Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park

Proc. VLDB Endow., April, 2024

ONNXim: A Fast, Cycle-Level Multi-Core NPU Simulator.

Hyungkyu Ham, Wonhyuk Yang, Yunseon Shin, Okkyun Woo, Guseul Heo, Sangyeop Lee, Jongse Park, Gwangsun Kim

IEEE Comput. Archit. Lett., 2024

LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale.

Jaehong Cho, Minsu Kim, Hyunmin Choi, Guseul Heo, Jongse Park

Proceedings of the IEEE International Symposium on Workload Characterization, 2024

NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing.

Guseul Heo, Sangyeop Lee, Jaehong Cho, Hyunmin Choi, Sanghyeon Lee, Hyungkyu Ham, Gwangsun Kim, Divya Mahajan, Jongse Park

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024