Gyuwan Kim

According to our database, Gyuwan Kim authored at least 27 papers between 2015 and 2026.

Collaborative distances:

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

2026

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem.

Seongjin Cha, Gyuwan Kim, Dongsu Han, Tao Yang, Insu Han

CoRR, February, 2026

PPA-Plan: Proactive Pitfall Avoidance for Reliable Planning in Long-Context LLM Reasoning.

Byeongjin Kim, Gyuwan Kim, Seo Yeon Park

CoRR, January, 2026

Detecting Training Data of Large Language Models via Expectation Maximization.

Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, Jie Ma, William Yang Wang

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking.

Soyoung Yoon, Gyuwan Kim, Gyu-Hwung Cho, Seung-won Hwang

CoRR, May, 2025

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG.

Woosang Lim, Zekun Li, Gyuwan Kim, Sungyoung Ji, HyeonJung Kim, Kyuri Choi, Jin Hyuk Lim, Kyungpyo Park, William Yang Wang

CoRR, May, 2025

ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts.

Dongwon Noh, Donghyeok Koh, Junghun Yuk, Gyuwan Kim, Jae Yong Lee, KyungTae Lim, Cheoneum Park

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Detecting Training Data of Large Language Models via Expectation Maximization.

Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, Jie Ma, Miguel Ballesteros, William Yang Wang

CoRR, 2024

2023

Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation.

Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyu Tae Kim, Minjoon Seo, Alice Oh

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Consistency Training with Virtual Adversarial Discrete Perturbation.

Jungsoo Park, Gyuwan Kim, Jaewoo Kang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Link Reliability of Satellite-to-Ground Free-Space Optical Communication Systems in South Korea.

Gyuwan Kim, Hoon Kim

Proceedings of the IEEE Military Communications Conference, 2022

Bridging the Training-Inference Gap for Dense Phrase Retrieval.

Gyuwan Kim, Jinhyuk Lee, Barlas Oguz, Wenhan Xiong, Yizhe Zhang, Yashar Mehdad, William Yang Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length.

Shira Guskin, Moshe Wasserblat, Ke Ding, Gyuwan Kim

CoRR, 2021

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Jongsik Chun, Sungroh Yoon, Young-Han Kim

IEEE Access, 2021

AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights.

Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha

Proceedings of the 9th International Conference on Learning Representations, 2021

Two-Stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding.

Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee

Proceedings of the IEEE International Conference on Acoustics, 2021

St-Bert: Cross-Modal Language Model Pre-Training for End-to-End Spoken Language Understanding.

Minjeong Kim, Gyuwan Kim, Sang-Woo Lee, Jung-Woo Ha

Proceedings of the IEEE International Conference on Acoustics, 2021

SSMix: Saliency-Based Span Mixup for Text Classification.

Soyoung Yoon, Gyuwan Kim, Kyumin Park

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search.

Gyuwan Kim, Kyunghyun Cho

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding.

Seongbin Kim, Gyuwan Kim, Seongjin Shin, Sangmin Lee

CoRR, 2020

Large Product Key Memory for Pretrained Language Models.

Gyuwan Kim, Tae-Hwan Jung

CoRR, 2020

Large Product Key Memory for Pre-trained Language Models.

Gyuwan Kim, Tae-Hwan Jung

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Efficient Dialogue State Tracking by Selectively Overwriting Memory.

Sungdong Kim, Sohee Yang, Gyuwan Kim, Sang-Woo Lee

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Subword Language Model for Query Auto-Completion.

Gyuwan Kim

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models.

Hayoon Yi, Gyuwan Kim, Jangho Lee, Sunwoo Ahn, Younghan Lee, Sungroh Yoon, Yunheung Paek

CoRR, 2018

2017

Training IBM Watson Using Automatically Generated Question-Answer Pairs.

Jangho Lee, Gyuwan Kim, Jaeyoon Yoo, Changwoo Jung, Minseok Kim, Sungroh Yoon

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

2016

LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems.

Gyuwan Kim, Hayoon Yi, Jangho Lee, Yunheung Paek, Sungroh Yoon

CoRR, 2016

2015

NASCUP: Nucleic Acid Sequence Classification by Universal Probability.

Sunyoung Kwon, Gyuwan Kim, Byunghan Lee, Sungroh Yoon, Young-Han Kim

CoRR, 2015