2025 Diffusion LM Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning Yeongbin Seo, Dongha Lee †, Jaehyung Kim †, and Jinyoung Yeo † In NeurIPS spotlight (3.19%), 2025 arXiv Code Data Pruning Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity Yeongbin Seo, Gayoung Kim, Jaehyung Kim †, and Jinyoung Yeo † Rated 4.75/6.0 at NeurIPS 2025 arXiv Code Hallucination Quantifying Self-Awareness of Knowledge in Large Language Models Yeongbin Seo, Dongha Lee †, and Jinyoung Yeo † Under review 2025 arXiv Code 2024 Continual Learning Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning Yeongbin Seo, Dongha Lee †, and Jinyoung Yeo † In NeurIPS, 2024 arXiv Code
