S3NAS: Fast NPU-aware Neural Architecture Search Methodology. - Jaeseong Lee 002; Duseok Kang; Soonhoi Ha (CoRR, 2020)

SCOPA: Soft Code-Switching and Pairwise Alignment for Zero-Shot Cross-lingual Transfer. - Dohyeon Lee; Jaeseong Lee 002; Gyewon Lee; Byung-Gon Chun; Seung-won Hwang (CIKM, 2021)

FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages. - Jaeseong Lee 002; Seung-won Hwang; Taesup Kim (AACL/IJCNLP (2), 2022)

Deep Learning Inference Parallelization on Heterogeneous Processors With TensorRT. - Eunjin Jeong; Jangryul Kim; Samnieng Tan; Jaeseong Lee 002; Soonhoi Ha (IEEE Embed. Syst. Lett., 2022)

SNAS: Fast Hardware-Aware Neural Architecture Search Methodology. - Jaeseong Lee 002; Jungsub Rhim; Duseok Kang; Soonhoi Ha (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization. - Jaeseong Lee 002; Dohyeon Lee; Seung-won Hwang (AAAI, 2023)

C2LIR: Continual Cross-Lingual Transfer for Low-Resource Information Retrieval. - Jaeseong Lee 002; Dohyeon Lee; Jongho Kim; Seung-won Hwang (ECIR (2), 2023)

Multilingual Lottery Tickets to Pretrain Language Models. - Jaeseong Lee 002; Seung-won Hwang (EMNLP (Findings), 2023)

Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models. - Jaeseong Lee 002; Seung-won Hwang; Wonpyo Park; Mingi Ji (EMNLP, 2024)

Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding. - YeonJoon Jung; Jaeseong Lee 002; Seungtaek Choi; Dohyeon Lee; Minsoo Kim; Seung-won Hwang (EMNLP, 2024)

ScriptMix: Mixing Scripts for Low-resource Language Parsing. - Jaeseong Lee 002; Dohyeon Lee; Seung-won Hwang (NAACL-HLT, 2024)

ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval. - Junggeun Do; Jaeseong Lee 002; Seung-won Hwang (NAACL (Short Papers), 2024)

COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning. - Jaeseong Lee 002; YeonJoon Jung; Seung-won Hwang (NAACL-HLT (Findings), 2024)

STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning. - Jaeseong Lee 002; Seung-won Hwang; Aurick Qiao; Daniel F. Campos; Zhewei Yao; Yuxiong He (ACL (1), 2025)

Smarter, Not Harder: Training-Free Adaptive Computation for Transformers. - Romain Storaï; Jaeseong Lee 002; Seung-won Hwang (ACL (Findings), 2025)

PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets. - Jaeseong Lee 002; Hojae Han; Jongyoon Kim; Seung-won Hwang; Naun Kang; KyungJun An; Sungho Jang (NAACL (Industry Track), 2025)

PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning. - Jaeseong Lee 002; Seung-won Hwang; Hojin Lee 006; Yunju Bak; Changmin Lee (NAACL (Short Papers), 2025)