Song, Woomin

4 publications

NeurIPS 2025 Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers Woomin Song, Sai Muralidhar Jayanthi, Srikanth Ronanki, Kanthashree Mysore Sathyendra, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati

TMLR 2025 Sparsified State-Space Models Are Efficient Highway Networks Woomin Song, Jihoon Tack, Sangwoo Mo, Seunghyuk Oh, Jinwoo Shin

ICLR 2024 Hierarchical Context Merging: Better Long Context Understanding for Pre-Trained LLMs Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin

ICMLW 2023 Semi-Supervised Tabular Classification via In-Context Learning of Large Language Models Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Jinwoo Shin