Woomin Song

13 papers A* 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
RoboAlign: Learning Test-Time Reasoning for Language-Action Alignment in Vision-Language-Action Models.
CoRR
Dongyoung Kim, Sumin Park, Woomin Song, Seungku Kim, TaeYoung Kim, Huiwon Jang, Jinwoo Shin, Jaehyung Kim, Younggyo Seo
2025 A* conf
Accelerated Test-Time Scaling with Model-Free Speculative Sampling.
EMNLP
Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025 J jnl
Accelerated Test-Time Scaling with Model-Free Speculative Sampling.
CoRR
Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025 J jnl
Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers.
CoRR
Woomin Song, Sai Muralidhar Jayanthi, Srikanth Ronanki, Kanthashree Mysore Sathyendra, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025 — conf
Mamba Drafters for Speculative Decoding.
EMNLP (Findings)
Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025 J jnl
Mamba Drafters for Speculative Decoding.
CoRR
Daewon Choi, Seunghyuk Oh, Saket Dingliwal, Jihoon Tack, Kyuyoung Kim, Woomin Song, Seojin Kim, Insu Han, Jinwoo Shin, Aram Galstyan, Shubham Katiyar, Sravan Babu Bodapati
2025 J jnl
Sparsified State-Space Models are Efficient Highway Networks.
CoRR
Woomin Song, Jihoon Tack, Sangwoo Mo, Seunghyuk Oh, Jinwoo Shin
2025 J jnl
Sparsified State-Space Models are Efficient Highway Networks.
Trans. Mach. Learn. Res.
Woomin Song, Jihoon Tack, Sangwoo Mo, Seunghyuk Oh, Jinwoo Shin
2025 — conf
Think Clearly: Improving Reasoning via Redundant Token Pruning.
EMNLP (Findings)
Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2025 J jnl
Think Clearly: Improving Reasoning via Redundant Token Pruning.
CoRR
Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
2024 A* conf
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs.
ICLR
Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs.
CoRR
Woomin Song, Seunghyuk Oh, Sangwoo Mo, Jaehyung Kim, Sukmin Yun, Jung-Woo Ha, Jinwoo Shin
2024 J jnl
Tabular Transfer Learning via Prompting LLMs.
CoRR
Jaehyun Nam, Woomin Song, Seong Hyeon Park, Jihoon Tack, Sukmin Yun, Jaehyung Kim, Kyu Hwan Oh, Jinwoo Shin