Mingu Lee

39 papers A* 4C 2Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
ConFu: Contemplate the Future for Better Speculative Sampling.
CoRR
Zongyue Qin, Raghavv Goel, Mukul Gagrani, Risheek Garrepalli, Mingu Lee, Yizhou Sun
2026 J jnl
Double-P: Hierarchical Top-P Sparse Attention for Long-Context LLMs.
CoRR
Wentao Ni, Kangqi Zhang, Zhongming Yu, Oren Nelson, Mingu Lee, Hong Cai, Fatih Porikli, Jongryool Kim, Zhijian Liu, Jishen Zhao
2026 J jnl
Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing.
CoRR
Raghavv Goel, Mukul Gagrani, Mingu Lee, Chris Lott
2026 J jnl
Fast Forward: Accelerating LLM Prefill with Predictive FFN Sparsity.
CoRR
Aayush Gautam, Mukul Gagrani, Junyoung Park, Mingu Lee, Chiris Lott, Narasimha Reddy
2026 J jnl
QUOKA: Query-Oriented KV Selection For Efficient LLM Prefill.
CoRR
Dalton Jones, Junyoung Park, Matthew J. Morse, Mingu Lee, Chris Lott, Harper Langston
2026 J jnl
Skip to the Good Part: Representation Structure & Inference-Time Layer Skipping in Diffusion vs. Autoregressive LLMs.
CoRR
Raghavv Goel, Risheek Garrepalli, Sudhanshu Agrawal, Chris Lott, Mingu Lee, Fatih Porikli
2025 J jnl
An NLP-Driven Approach Using Twitter Data for Tailored K-pop Artist Recommendations.
CoRR
Sora Kang, Mingu Lee
2025 J jnl
CAOTE: KV Caching through Attention Output Error based Token Eviction.
CoRR
Raghavv Goel, Junyoung Park, Mukul Gagrani, Dalton Jones, Matthew J. Morse, Harper Langston, Mingu Lee, Christopher Lott
2025 J jnl
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments.
CoRR
Junyoung Park, Dalton Jones, Matthew J. Morse, Raghavv Goel, Mingu Lee, Christopher Lott
2025 J jnl
Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding.
CoRR
Sudhanshu Agrawal, Risheek Garrepalli, Raghavv Goel, Mingu Lee, Christopher Lott, Fatih Porikli
2025 J jnl
VOCABTRIM: Vocabulary Pruning for Efficient Speculative Decoding in LLMs.
CoRR
Raghavv Goel, Sudhanshu Agrawal, Mukul Gagrani, Junyoung Park, Yifan Zao, He Zhang, Tian Liu, Yiping Yang, Xin Yuan, Jiuyan Lu, Chris Lott, Mingu Lee
2024 — conf
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability.
ENLSP
Sudhanshu Agrawal, Wonseok Jeon, Mingu Lee
2024 J jnl
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability.
CoRR
Sudhanshu Agrawal, Wonseok Jeon, Mingu Lee
2024 J jnl
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs.
CoRR
Raghavv Goel, Mukul Gagrani, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott
2024 J jnl
Live Fitness Coaching as a Testbed for Situated Interaction.
CoRR
Sunny Panchal, Apratim Bhattacharyya, Guillaume Berger, Antoine Mercier, Cornelius Böhm, Florian Dietrichkeit, Reza Pourreza, Xuanlin Li, Pulkit Madan, Mingu Lee, Mark Todorovich, Ingo Bax, Roland Memisevic
2024 A* conf
Look, Remember and Reason: Grounded Reasoning in Videos with Language Models.
ICLR
Apratim Bhattacharyya, Sunny Panchal, Reza Pourreza, Mingu Lee, Pulkit Madan, Roland Memisevic
2024 J jnl
On Speculative Decoding for Multimodal Large Language Models.
CoRR
Mukul Gagrani, Raghavv Goel, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott
2024 J jnl
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement.
CoRR
Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott
2024 J jnl
ToSA: Token Selective Attention for Efficient Vision Transformers.
CoRR
Manish Kumar Singh, Rajeev Yasarla, Hong Cai, Mingu Lee, Fatih Porikli
2024 A* conf
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction.
NeurIPS
Sunny Panchal, Apratim Bhattacharyya, Guillaume Berger, Antoine Mercier, Cornelius Böhm, Florian Dietrichkeit, Reza Pourreza, Xuanlin Li, Pulkit Madan, Mingu Lee, Mark Todorovich, Ingo Bax, Roland Memisevic
2023 A* conf
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions.
ICLR
Mingu Lee, Saurabh Pitre, Tianyu Jiang, Pierre-David Letourneau, Matthew J. Morse, Kanghwan Jang, Joseph Soriaga, Parham Noorzad, Hsin-Pai Cheng, Christopher Lott
2023 A* conf
Deductive Verification of Chain-of-Thought Reasoning.
NeurIPS
Zhan Ling, Yunhao Fang, Xuanlin Li, Zhiao Huang, Mingu Lee, Roland Memisevic, Hao Su
2023 J jnl
Deductive Verification of Chain-of-Thought Reasoning.
CoRR
Zhan Ling, Yunhao Fang, Xuanlin Li, Zhiao Huang, Mingu Lee, Roland Memisevic, Hao Su
2023 J jnl
Look, Remember and Reason: Visual Reasoning with Grounded Rationales.
CoRR
Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Reza Pourreza, Pulkit Madan, Roland Memisevic
2023 — conf
Painter: Teaching Auto-regressive Language Models to Draw Sketches.
ICCV (Workshops)
Reza Pourreza, Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Pulkit Madan, Roland Memisevic
2023 J jnl
Painter: Teaching Auto-regressive Language Models to Draw Sketches.
CoRR
Reza Pourreza, Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Pulkit Madan, Roland Memisevic
2023 J jnl
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving.
CoRR
Zhan Ling, Yunhao Fang, Xuanlin Li, Tongzhou Mu, Mingu Lee, Reza Pourreza, Roland Memisevic, Hao Su
2019 J jnl
Orthogonality Constrained Multi-Head Attention For Keyword Spotting.
CoRR
Mingu Lee, Jinkyu Lee, Hye Jin Jang, Byeonggeun Kim, Wonil Chang, Kyuwoong Hwang
2019 C conf
Orthogonality Constrained Multi-Head Attention for Keyword Spotting.
ASRU
Mingu Lee, Jinkyu Lee, Hye Jin Jang, Byeonggeun Kim, Wonil Chang, Kyuwoong Hwang
2019 C conf
Query-by-Example On-Device Keyword Spotting.
ASRU
Byeonggeun Kim, Mingu Lee, Jinkyu Lee, Yeonseok Kim, Kyuwoong Hwang
2019 J jnl
Query-by-example on-device keyword spotting.
CoRR
Byeonggeun Kim, Mingu Lee, Jinkyu Lee, Yeonseok Kim, Kyuwoong Hwang
2017 — conf
Buddy: Interactive Toy that can Play, Grow, and Remember with Baby.
CHI Extended Abstracts
Jiyong Kim, Hyunsu Jeong, Changhyeon Lee, Azure Yvette Pham, Thiha Soe, Pilwoo Lee, Mingu Lee, Seung-Woo Kim, Juhyun Eune
2017 — conf
Introduction of an Interactive Growing Robot/Toy for Babies.
CSA/CUTE
Jiyong Kim, Hyunsu Jeong, Azure Yvette Pham, Changhyeon Lee, Thiha Soe, Pilwoo Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune
2017 — conf
Peekabot: Robot that Helps Children's Cognitive/Physical Development.
CHI Extended Abstracts
Qiqi Liu, Minchul Sa, Hyunkyu Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune
2012 J jnl
Efficient Reconstruction of Speakerphone-Mode Cellular Phone Sound for Application to Sound Quality Assessment.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
Hee-Suk Pang, Jun-Seok Lim, Oh-Jin Kwon, Sang Bae Chon, Mingu Lee, Jeong-Hun Seo
2011 J jnl
Linear-scale perceptual feature extraction for Speech Bandwidth Extensions.
IEICE Electron. Express
Kuekjae Lee, Sang Bae Chon, Mingu Lee, Koeng-Mo Sung
2010 J jnl
A novel audio stream segmentation method for audio signal discrimination.
IEICE Electron. Express
Mingu Lee, Sang Bae Chon, Jee Ho Park, Koeng-Mo Sung
2009 J jnl
A bit reduction algorithm for Spectral Band Replication based on human auditory characteristics.
IEICE Electron. Express
Sang Bae Chon, Hee-Suk Pang, Mingu Lee, Koeng-Mo Sung
2009 J jnl
Optimizing the sound pressure levels at low frequency limits of electrodynamic loudspeakers.
IEICE Electron. Express
Jung Uk Noh, Seokjin Lee, Mingu Lee, Koeng-Mo Sung