Search Results - "Kim, Sehoon"

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks

Erdogan, Lutfi Eren, Lee, Nicholas, Kim, Sehoon, Moon, Suhong, Furuta, Hiroki, Anumanchipalli, Gopala, Keutzer, Kurt, Gholami, Amir

ETS: Efficient Tree Search for Inference-Time Scaling

Hooper, Coleman, Kim, Sehoon, Moon, Suhong, Dilmen, Kerem, Maheswaran, Monishwaran, Lee, Nicholas, Mahoney, Michael W., Shao, Sophia, Keutzer, Kurt, Gholami, Amir

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache

Tiwari, Rishabh, Xi, Haocheng, Tomar, Aditya, Hooper, Coleman, Kim, Sehoon, Horton, Maxwell, Najibi, Mahyar, Mahoney, Michael W., Keutzer, Kurt, Gholami, Amir

Exploiting Bacterial Shuttles: Enhancing Deep Tissue Delivery of Nanoparticles for Targeted Cancer Therapy

Lim, Yonghwa, Jang, Dohyub, Park, Jihwan, Jeon, Heung Jin, Lee, Hyo-Jin, Kim, Sehoon, Suh, Seungbeum

2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Squeezed Attention: Accelerating Long Context Length LLM Inference

Hooper, Coleman, Kim, Sehoon, Mohammadzadeh, Hiva, Maheswaran, Monishwaran, Paik, June, Mahoney, Michael W., Keutzer, Kurt, Gholami, Amir

Dual-Action Protein-siRNA Conjugates for Targeted Disruption of CD47-Signal Regulatory Protein α Axis in Cancer Therapy

Lee, Jong Won^{aff1, aff2}, Yoon, Hong Yeol^{aff2, aff3}, Ko, Young Ji^aff2, Kim, Eun Hye^{aff2, aff4}, Song, Sukyung^aff5, Hue, Seungmi^{aff1, aff2}, Gupta, Nilaksh^aff6, Malin, Dmitry^aff6, Kim, Jay^aff6, Kong, Byoungjae^{aff7, aff8}, Kim, Sehoon^{aff1, aff9}, Kim, In-San^{aff1, aff9}, Kwon, Ick Chan^{aff1, aff2}, Yang, Yoosoo^{aff2, aff3}, Kim, Sun Hwa^{aff1, aff2}

Efficient and Scalable Estimation of Tool Representations in Vector Space

Moon, Suhong, Jha, Siddharth, Erdogan, Lutfi Eren, Kim, Sehoon, Lim, Woosang, Keutzer, Kurt, Gholami, Amir

TinyAgent: Function Calling at the Edge

Erdogan, Lutfi Eren, Lee, Nicholas, Jha, Siddharth, Kim, Sehoon, Tabrizi, Ryan, Moon, Suhong, Hooper, Coleman, Anumanchipalli, Gopala, Keutzer, Kurt, Gholami, Amir

Characterizing Prompt Compression Methods for Long Context Inference

Jha, Siddharth, Erdogan, Lutfi Eren, Kim, Sehoon, Keutzer, Kurt, Gholami, Amir

LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Lee, Nicholas, Wattanawong, Thanakul, Kim, Sehoon, Mangalam, Karttikeya, Shen, Sheng, Anumanchipalli, Gopala, Mahoney, Michael W., Keutzer, Kurt, Gholami, Amir

AI and Memory Wall

Gholami, Amir, Yao, Zhewei, Kim, Sehoon, Hooper, Coleman, Mahoney, Michael W., Keutzer, Kurt

KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Hooper, Coleman, Kim, Sehoon, Mohammadzadeh, Hiva, Mahoney, Michael W., Shao, Yakun Sophia, Keutzer, Kurt, Gholami, Amir

Learned Best-Effort LLM Serving

Jha, Siddharth, Hooper, Coleman, Liu, Xiaoxuan, Kim, Sehoon, Keutzer, Kurt

Silica-Based Platform Decorated with Conjugated Polymer Dots and Prussian Blue for Improved Photodynamic Cancer Therapy

Jo, Seonyoung^aff1, Lee, Hyeonhee^aff2, Park, Ji Hwan^aff3, Yang, Jin-Kyoung^aff3, Lee, Won-jong^aff4, Lim, Jongchul^aff4, Kim, Sehoon^aff3, Lee, Soojin^aff2, Lee, Taek Seung^aff1

An LLM Compiler for Parallel Function Calling

Kim, Sehoon, Moon, Suhong, Tabrizi, Ryan, Lee, Nicholas, Mahoney, Michael W., Keutzer, Kurt, Gholami, Amir

SPEED: Speculative Pipelined Execution for Efficient Decoding

Hooper, Coleman, Kim, Sehoon, Mohammadzadeh, Hiva, Genc, Hasan, Keutzer, Kurt, Gholami, Amir, Shao, Sophia

Integer-Only Zero-Shot Quantization for Efficient Speech Recognition

Kim, Sehoon, Gholami, Amir, Yao, Zhewei, Lee, Nicholas, Wang, Patrick, Nrusimha, Aniruddha, Zhai, Bohan, Gao, Tianren, Mahoney, Michael W., Keutzer, Kurt

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

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