NASCUP: Nucleic Acid Sequence Classification by Universal Probability. - Sunyoung Kwon; Gyuwan Kim; Byunghan Lee; Sungroh Yoon; Young-Han Kim 001 (CoRR, 2015)

LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems. - Gyuwan Kim; Hayoon Yi; Jangho Lee 002; Yunheung Paek; Sungroh Yoon (CoRR, 2016)

Training IBM Watson Using Automatically Generated Question-Answer Pairs. - Jangho Lee 002; Gyuwan Kim; Jaeyoon Yoo; Changwoo Jung; Minseok Kim; Sungroh Yoon (HICSS, 2017)

Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models. - Hayoon Yi; Gyuwan Kim; Jangho Lee 002; Sunwoo Ahn; Younghan Lee; Sungroh Yoon; Yunheung Paek (CoRR, 2018)

Subword Language Model for Query Auto-Completion. - Gyuwan Kim (EMNLP/IJCNLP (1), 2019)

Efficient Dialogue State Tracking by Selectively Overwriting Memory. - Sungdong Kim; Sohee Yang; Gyuwan Kim; Sang-Woo Lee 001 (ACL, 2020)

Large Product Key Memory for Pre-trained Language Models. - Gyuwan Kim; Tae-Hwan Jung (EMNLP (Findings), 2020)

Large Product Key Memory for Pretrained Language Models. - Gyuwan Kim; Tae-Hwan Jung (CoRR, 2020)

Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding. - Seongbin Kim; Gyuwan Kim; Seongjin Shin; Sangmin Lee (CoRR, 2020)

Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search. - Gyuwan Kim; Kyunghyun Cho (ACL/IJCNLP (1), 2021)

SSMix: Saliency-Based Span Mixup for Text Classification. - Soyoung Yoon; Gyuwan Kim; Kyumin Park (ACL/IJCNLP (Findings), 2021)

St-Bert: Cross-Modal Language Model Pre-Training for End-to-End Spoken Language Understanding. - Minjeong Kim; Gyuwan Kim; Sang-Woo Lee 001; Jung-Woo Ha 001 (ICASSP, 2021)

Two-Stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding. - Seongbin Kim; Gyuwan Kim; Seongjin Shin; Sangmin Lee (ICASSP, 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 001 (ICLR, 2021)

NASCUP: Nucleic Acid Sequence Classification by Universal Probability. - Sunyoung Kwon; Gyuwan Kim; Byunghan Lee; Jongsik Chun; Sungroh Yoon; Young-Han Kim 001 (IEEE Access, 2021)

Dynamic-TinyBERT: Boost TinyBERT's Inference Efficiency by Dynamic Sequence Length. - Shira Guskin; Moshe Wasserblat; Ke Ding; Gyuwan Kim (CoRR, 2021)

Bridging the Training-Inference Gap for Dense Phrase Retrieval. - Gyuwan Kim; Jinhyuk Lee; Barlas Oguz; Wenhan Xiong; Yizhe Zhang 002; Yashar Mehdad; William Yang Wang (EMNLP (Findings), 2022)

Link Reliability of Satellite-to-Ground Free-Space Optical Communication Systems in South Korea. - Gyuwan Kim; Hoon Kim (MILCOM, 2022)

Consistency Training with Virtual Adversarial Discrete Perturbation. - Jungsoo Park; Gyuwan Kim; Jaewoo Kang (NAACL-HLT, 2022)

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 (ACL (1), 2023)

Detecting Training Data of Large Language Models via Expectation Maximization. - Gyuwan Kim; Yang Li; Evangelia Spiliopoulou; Jie Ma 005; Miguel Ballesteros; William Yang Wang (CoRR, 2024)

MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG. - Woosang Lim; Zekun Li 008; Gyuwan Kim; Sungyoung Ji; HyeonJung Kim; Kyuri Choi; Jin Hyuk Lim; Kyungpyo Park; William Yang Wang (CoRR, 2025)

ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts. - Dongwon Noh; Donghyeok Koh; Junghun Yuk; Gyuwan Kim; Jaeyong Lee; Kyungtae Lim; Cheoneum Park (CoRR, 2025)

AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking. - Soyoung Yoon; Gyuwan Kim; Gyu-Hwung Cho; Seung-won Hwang (CoRR, 2025)