BiCycle: Group-wise Recursive Transformer Based on ASR Mechanism

M. H. Jang, E. S. Seo, J. Kim, H. Lim, and J. W. Yoon*

Proc. AAAI, 2026.

GrayKD: Distilling Better Knowledge from Black-box LLM via Multi-rationale Injection

H. Lim, H. Y. Kim, J. Kim, M. H. Jang, E. S. Seo, Y. Lim, S. Choi, J. Park, Y. Lim, H. Lee, B. Kim, and J. W. Yoon*

Proc. AAAI, 2026.

CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs

J. Kim and J. W. Yoon*

Proc. EMNLP (main), 2025.

Heuristic-free Knowledge Distillation for Streaming ASR via Multi-modal Training

J. W. Yoon

Proc. AAAI, 2025.

HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition

J. W. Yoon, B. J. Woo, and N. S. Kim

Proc. Interspeech, 2024.

* Oral presentation

EM-Network: Oracle Guided Self-distillation for Sequence Learning

J. W. Yoon, S. Ahn, H. Lee, M. Kim, S. M. Kim, and N. S. Kim

Proc. ICML, 2023. 

Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models

J. W. Yoon, H. Y. Kim, H. Lee, S. Ahn, and N. S. Kim

IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 31, pp. 2974-2987, 2023. 

MCR-Data2vec 2.0: Improving Self-supervised Speech Pre-training via Model-level Consistency Regularization

J. W. Yoon, S. M. Kim, and N. S. Kim

Proc. Interspeech, 2023.

TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition

J. W. Yoon, H. Lee, H. Y. Kim, W. I. Cho, and N. S. Kim

IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1626-1638, 2021.