Sungkyun Kim

According to our database, Sungkyun Kim authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

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

Jaemin Kim, Sungkyun Kim, Junyeol Lee, Jiwon Seo

CoRR, April, 2026

FlexiQ: Adaptive Mixed-Precision Quantization for Latency/Accuracy Trade-Offs in Deep Neural Networks.

Jaemin Kim, Hongjun Um, Sungkyun Kim, Yongjun Park, Jiwon Seo

Proceedings of the 21st European Conference on Computer Systems, 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

Benchmark Underestimates the Readiness of Multi-lingual Dialogue Agents.

Andrew H. Lee, Sina J. Semnani, Galo Castillo-López, Gaël de Chalendar, Monojit Choudhury, Ashna Dua, Kapil Rajesh Kavitha, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Alexis Lombard, Mehrad Moradshahi, Gihyun Park, Nasredine Semmar, Jiwon Seo, Tianhao Shen, Manish Shrivastava, Deyi Xiong, Monica S. Lam

CoRR, 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

2023

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents.

Mehrad Moradshahi, Tianhao Shen, Kalika Bali, Monojit Choudhury, Gaël de Chalendar, Anmol Goel, Sungkyun Kim, Prashant Kodali, Ponnurangam Kumaraguru, Nasredine Semmar, Sina J. Semnani, Jiwon Seo, Vivek Seshadri, Manish Shrivastava, Michael Sun, Aditya Yadavalli, Chaobin You, Deyi Xiong, Monica S. Lam

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Improving Inference Time of Deep Learning Model with Partial Skip of ReLU-fused Matrix Multiplication Operations.

Sungkyun Kim, Jaemin Kim, Nahun Kim, Mincheal Kang, Jiwon Seo

Proceedings of the International Conference on Electronics, Information, and Communication, 2022