Junyeol Lee

According to our database, Junyeol Lee authored at least 7 papers between 2020 and 2026.

Collaborative distances:

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

2026

Robust Ultra Low-Bit Post-Training Quantization via Stable Diagonal Curvature Estimate.

Jaemin Kim, Sungkyun Kim, Junyeol Lee, Jiwon Seo

CoRR, April, 2026

Robust Ultra Low-Bit Post-Training Quantization via Stable Diagonal Curvature Estimate.

Jaemin Kim, Sungkyun Kim, Junyeol Lee, Jiwon Seo

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding.

Sungkyun Kim, Jaemin Kim, Dogyung Yoon, Jiho Shin, Junyeol Lee, Jiwon Seo

CoRR, September, 2025

2024

ExeGPT: Constraint-Aware Resource Scheduling for LLM Inference.

Hyungjun Oh, Kihong Kim, Jaemin Kim, Sungkyun Kim, Junyeol Lee, Du-Seong Chang, Jiwon Seo

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

2022

Out-of-order backprop: an effective scheduling technique for deep learning.

Hyungjun Oh, Junyeol Lee, HyeongJu Kim, Jiwon Seo

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

2021

Scheduling Optimization Techniques for Neural Network Training.

Hyungjun Oh, Junyeol Lee, HyeongJu Kim, Jiwon Seo

CoRR, 2021

2020

Robust quantization of deep neural networks.

Youngseok Kim, Junyeol Lee, Younghoon Kim, Jiwon Seo

Proceedings of the CC '20: 29th International Conference on Compiler Construction, 2020