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Mingu Lee
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Journal Articles
- 2012
[j5]Hee-Suk Pang, Jun-Seok Lim, Oh-Jin Kwon, Sang Bae Chon, Mingu Lee, Jeong-Hun Seo:
Efficient Reconstruction of Speakerphone-Mode Cellular Phone Sound for Application to Sound Quality Assessment. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 95-A(1): 391-394 (2012)- 2011
[j4]Kuekjae Lee, Sang Bae Chon, Mingu Lee, Koeng-Mo Sung:
Linear-scale perceptual feature extraction for Speech Bandwidth Extensions. IEICE Electron. Express 8(14): 1143-1148 (2011)- 2010
[j3]Mingu Lee, Sang Bae Chon, Jee Ho Park, Koeng-Mo Sung:
A novel audio stream segmentation method for audio signal discrimination. IEICE Electron. Express 7(14): 1058-1064 (2010)- 2009
[j2]Sang Bae Chon, Hee-Suk Pang, Mingu Lee, Koeng-Mo Sung:
A bit reduction algorithm for Spectral Band Replication based on human auditory characteristics. IEICE Electron. Express 6(6): 270-276 (2009)
[j1]Jung Uk Noh, Seokjin Lee, Mingu Lee, Koeng-Mo Sung:
Optimizing the sound pressure levels at low frequency limits of electrodynamic loudspeakers. IEICE Electron. Express 6(10): 594-600 (2009)
Conference and Workshop Papers
- 2024
[c11]Sudhanshu Agrawal, Wonseok Jeon, Mingu Lee:
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability. ENLSP 2024: 355-369
[c10]Apratim Bhattacharyya, Sunny Panchal, Reza Pourreza, Mingu Lee, Pulkit Madan, Roland Memisevic:
Look, Remember and Reason: Grounded Reasoning in Videos with Language Models. ICLR 2024
[c9]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:
What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction. NeurIPS 2024- 2023
[c8]Reza Pourreza, Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Pulkit Madan
, Roland Memisevic:
Painter: Teaching Auto-regressive Language Models to Draw Sketches. ICCV (Workshops) 2023: 305-314
[c7]Mingu Lee, Saurabh Pitre, Tianyu Jiang, Pierre-David Letourneau, Matthew J. Morse, Kanghwan Jang, Joseph Soriaga, Parham Noorzad, Hsin-Pai Cheng, Christopher Lott:
Composite Slice Transformer: An Efficient Transformer with Composition of Multi-Scale Multi-Range Attentions. ICLR 2023
[c6]Zhan Ling, Yunhao Fang, Xuanlin Li, Zhiao Huang, Mingu Lee, Roland Memisevic, Hao Su:
Deductive Verification of Chain-of-Thought Reasoning. NeurIPS 2023- 2019
[c5]Mingu Lee, Jinkyu Lee, Hye Jin Jang, Byeonggeun Kim, Wonil Chang, Kyuwoong Hwang:
Orthogonality Constrained Multi-Head Attention for Keyword Spotting. ASRU 2019: 86-92
[c4]Byeonggeun Kim, Mingu Lee, Jinkyu Lee, Yeonseok Kim, Kyuwoong Hwang:
Query-by-Example On-Device Keyword Spotting. ASRU 2019: 532-538- 2017
[c3]Jiyong Kim, Hyunsu Jeong, Changhyeon Lee, Azure Yvette Pham, Thiha Soe, Pilwoo Lee, Mingu Lee, Seung-Woo Kim, Juhyun Eune:
Buddy: Interactive Toy that can Play, Grow, and Remember with Baby. CHI Extended Abstracts 2017: 467
[c2]Qiqi Liu, Minchul Sa, Hyunkyu Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune:
Peekabot: Robot that Helps Children's Cognitive/Physical Development. CHI Extended Abstracts 2017: 468
[c1]Jiyong Kim, Hyunsu Jeong, Azure Yvette Pham, Changhyeon Lee, Thiha Soe, Pilwoo Lee, Mingu Lee, Seong Woo Kim, Juhyun Eune:
Introduction of an Interactive Growing Robot/Toy for Babies. CSA/CUTE 2017: 120-125
Informal and Other Publications
- 2026
[i23]Aayush Gautam, Mukul Gagrani, Junyoung Park, Mingu Lee, Chiris Lott, A. L. Narasimha Reddy:
Fast Forward: Accelerating LLM Prefill with Predictive FFN Sparsity. CoRR abs/2602.00397 (2026)
[i22]Wentao Ni, Kangqi Zhang, Zhongming Yu, Oren Nelson, Mingu Lee, Hong Cai, Fatih Porikli, Jongryool Kim, Zhijian Liu, Jishen Zhao:
Double-P: Hierarchical Top-P Sparse Attention for Long-Context LLMs. CoRR abs/2602.05191 (2026)
[i21]Dalton Jones, Junyoung Park, Matthew J. Morse, Mingu Lee, Chris Lott, Harper Langston:
QUOKA: Query-Oriented KV Selection For Efficient LLM Prefill. CoRR abs/2602.08722 (2026)
[i20]Raghavv Goel, Risheek Garrepalli, Sudhanshu Agrawal, Chris Lott, Mingu Lee, Fatih Porikli:
Skip to the Good Part: Representation Structure & Inference-Time Layer Skipping in Diffusion vs. Autoregressive LLMs. CoRR abs/2603.07475 (2026)
[i19]Zongyue Qin, Raghavv Goel, Mukul Gagrani, Risheek Garrepalli, Mingu Lee, Yizhou Sun:
ConFu: Contemplate the Future for Better Speculative Sampling. CoRR abs/2603.08899 (2026)
[i18]Raghavv Goel, Mukul Gagrani, Mingu Lee, Chris Lott:
Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing. CoRR abs/2603.17942 (2026)- 2025
[i17]Sora Kang, Mingu Lee:
An NLP-Driven Approach Using Twitter Data for Tailored K-pop Artist Recommendations. CoRR abs/2503.21189 (2025)
[i16]Raghavv Goel, Junyoung Park, Mukul Gagrani, Dalton Jones, Matthew J. Morse, Harper Langston, Mingu Lee, Christopher Lott:
CAOTE: KV Caching through Attention Output Error based Token Eviction. CoRR abs/2504.14051 (2025)
[i15]Junyoung Park, Dalton Jones, Matthew J. Morse, Raghavv Goel, Mingu Lee, Christopher Lott:
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments. CoRR abs/2504.15364 (2025)
[i14]Raghavv Goel, Sudhanshu Agrawal, Mukul Gagrani, Junyoung Park, Yifan Zao, He Zhang, Tian Liu, Yiping Yang, Xin Yuan, Jiuyan Lu, Chris Lott, Mingu Lee:
VOCABTRIM: Vocabulary Pruning for Efficient Speculative Decoding in LLMs. CoRR abs/2506.22694 (2025)
[i13]Sudhanshu Agrawal, Risheek Garrepalli, Raghavv Goel, Mingu Lee, Christopher Lott, Fatih Porikli:
Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding. CoRR abs/2509.18085 (2025)- 2024
[i12]Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott:
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement. CoRR abs/2402.14160 (2024)
[i11]Raghavv Goel, Mukul Gagrani, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott:
Direct Alignment of Draft Model for Speculative Decoding with Chat-Fine-Tuned LLMs. CoRR abs/2403.00858 (2024)
[i10]Mukul Gagrani, Raghavv Goel, Wonseok Jeon, Junyoung Park, Mingu Lee, Christopher Lott:
On Speculative Decoding for Multimodal Large Language Models. CoRR abs/2404.08856 (2024)
[i9]Manish Kumar Singh, Rajeev Yasarla, Hong Cai, Mingu Lee, Fatih Porikli
:
ToSA: Token Selective Attention for Efficient Vision Transformers. CoRR abs/2406.08816 (2024)
[i8]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:
Live Fitness Coaching as a Testbed for Situated Interaction. CoRR abs/2407.08101 (2024)
[i7]Sudhanshu Agrawal, Wonseok Jeon, Mingu Lee:
AdaEDL: Early Draft Stopping for Speculative Decoding of Large Language Models via an Entropy-based Lower Bound on Token Acceptance Probability. CoRR abs/2410.18351 (2024)- 2023
[i6]Zhan Ling, Yunhao Fang, Xuanlin Li, Zhiao Huang, Mingu Lee, Roland Memisevic, Hao Su:
Deductive Verification of Chain-of-Thought Reasoning. CoRR abs/2306.03872 (2023)
[i5]Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Reza Pourreza, Pulkit Madan, Roland Memisevic:
Look, Remember and Reason: Visual Reasoning with Grounded Rationales. CoRR abs/2306.17778 (2023)
[i4]Reza Pourreza, Apratim Bhattacharyya, Sunny Panchal, Mingu Lee, Pulkit Madan, Roland Memisevic:
Painter: Teaching Auto-regressive Language Models to Draw Sketches. CoRR abs/2308.08520 (2023)
[i3]Zhan Ling, Yunhao Fang, Xuanlin Li, Tongzhou Mu, Mingu Lee, Reza Pourreza, Roland Memisevic, Hao Su:
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving. CoRR abs/2311.00694 (2023)- 2019
[i2]Mingu Lee, Jinkyu Lee, Hye Jin Jang, Byeonggeun Kim, Wonil Chang, Kyuwoong Hwang:
Orthogonality Constrained Multi-Head Attention For Keyword Spotting. CoRR abs/1910.04500 (2019)
[i1]Byeonggeun Kim, Mingu Lee, Jinkyu Lee, Yeonseok Kim, Kyuwoong Hwang:
Query-by-example on-device keyword spotting. CoRR abs/1910.05171 (2019)
Coauthor Index

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