Sehoon Kim
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
14
Active years
2002–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Squeezed Attention: Accelerating Long Context Length LLM Inference. | Coleman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh, Monishwaran Maheswaran, Sebastian Zhao, June Paik, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2025 | ICML | Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. | Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami |
| 2025 | ICML | QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache. | Rishabh Tiwari, Haocheng Xi, Aditya Tomar, Coleman Richard Charles Hooper, Sehoon Kim, Maxwell Horton, Mahyar Najibi, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2025 | ICSE | Lightweight Concolic Testing via Path-Condition Synthesis for Deep Learning Libraries. | Sehoon Kim, Yonghyeon Kim, Dahyeon Park, Yuseok Jeon, Jooyong Yi, Mijung Kim |
| 2024 | ACL | LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement. | Nicholas Lee, Thanakul Wattanawong, Sehoon Kim, Karttikeya Mangalam, Sheng Shen, Gopala Anumanchipalli, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2024 | EMNLP | TinyAgent: Function Calling at the Edge. | Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Richard Charles Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami |
| 2024 | ICML | SqueezeLLM: Dense-and-Sparse Quantization. | Sehoon Kim, Coleman Hooper, Amir Gholami, Zhen Dong, Xiuyu Li, Sheng Shen, Michael W. Mahoney, Kurt Keutzer |
| 2024 | ICML | An LLM Compiler for Parallel Function Calling. | Sehoon Kim, Suhong Moon, Ryan Tabrizi, Nicholas Lee, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2022 | ECCV | BigColor: Colorization Using a Generative Color Prior for Natural Images. | Geonung Kim, Kyoungkook Kang, Seongtae Kim, Hwayoon Lee, Sehoon Kim, Jonghyun Kim, Seung-Hwan Baek, Sunghyun Cho |
| 2022 | ICASSP | Integer-Only Zero-Shot Quantization for Efficient Speech Recognition. | Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer |
| 2022 | ICSE | A Static Analyzer for Detecting Tensor Shape Errors in Deep Neural Network Training Code. | Ho Young Jhoo, Sehoon Kim, Woosung Song, Kyuyeon Park, DongKwon Lee, Kwangkeun Yi |
| 2022 | KDD | Learned Token Pruning for Transformers. | Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer |
| 2022 | WACV | Hessian-Aware Pruning and Optimal Neural Implant. | Shixing Yu, Zhewei Yao, Amir Gholami, Zhen Dong, Sehoon Kim, Michael W. Mahoney, Kurt Keutzer |
| 2021 | ICML | I-BERT: Integer-only BERT Quantization. | Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer |
| 2021 | ISPASS | Memory-Efficient Hardware Performance Counters with Approximate-Counting Algorithms. | Jingyi Xu, Sehoon Kim, Borivoje Nikolic, Yakun Sophia Shao |
| 2015 | ICIP | Dark image enhancement based onpairwise target contrast and multi-scale detail boosting. | Youngbae Kim, Yeong Jun Koh, Chulwoo Lee, Sehoon Kim, Chang-Su Kim |
| 2014 | UIC | Restful Design and Implementation of Smart Appliances for Smart Home. | Sehoon Kim, Jin-Young Hong, Seil Kim, Sung-Hoon Kim, Jun-Hyung Kim, Jake Chun |
| 2008 | WCNC | Neighbor-Aware Adaptive Retry Limit for IEEE 802.11-Based Mobile Ad Hoc Networks. | Sehoon Kim, Jinkyu Lee, Ikjun Yeom |
| 2007 | VTC | Advanced Disjoint Address Allocation for Mobile Ad Hoc Networks. | Jinkyu Lee, Sehoon Kim, Ikjun Yeom |
| 2002 | IROS | KAIST interactive bicycle racing simulator: the 2nd version with advanced features. | Dong-Soo Kwon, Gi-Hun Yang, Youngjin Park, Sunmin Kim, Chong-Won Lee, Jae-Cheol Shin, Soonhung Han, Jonghwan Lee, KwangYun Wohn, Sehoon Kim, Doo Yong Lee, Kyungno Lee, Jae-Heon Yang, Yun-Mook Choi |