Geonhwa Jeong
Georgia Institute of Technology
H-index: 6
North America-United States
Top articles of Geonhwa Jeong
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Abstracting Sparse DNN Acceleration via Structured Sparse Tensor Decomposition | arXiv preprint arXiv:2403.07953 | Geonhwa Jeong Po-An Tsai Abhimanyu R Bambhaniya Stephen W Keckler Tushar Krishna | 2024/3/12 |
GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM | arXiv preprint arXiv:2403.05527 | Hao Kang Qingru Zhang Souvik Kundu Geonhwa Jeong Zaoxing Liu | 2024/3/8 |
Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference | arXiv preprint arXiv:2403.05465 | Akshat Ramachandran Zishen Wan Geonhwa Jeong John Gustafson Tushar Krishna | 2024/3/8 |
Characterization of Data Compression in Datacenters | Geonhwa Jeong Bikash Sharma Nick Terrell Abhishek Dhanotia Zhiwei Zhao | 2023/4/23 | |
VEGETA: Vertically-Integrated Extensions for Sparse/Dense GEMM Tile Acceleration on CPUs | Geonhwa Jeong Sana Damani Abhimanyu Rajeshkumar Bambhaniya Eric Qin Christopher J Hughes | 2023/2/25 | |
Understanding Data Compression in Warehouse-Scale Datacenter Services | Geonhwa Jeong Bikash Sharma Nick Terrell Abhishek Dhanotia Zhiwei Zhao | 2022/5/22 | |
Bridging the Frequency Gap in Heterogeneous 3D SoCs through Technology-Specific NoC Router Architectures | Jan Moritz Joseph Lennart Bamberg Geonhwa Jeong Ruei-Ting Chien Rainer Leupers | 2021/1/18 | |
Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operations on Spatial Accelerators | Geonhwa Jeong Gokcen Kestor Prasanth Chatarasi Angshuman Parashar Po-An Tsai | 2021/9/26 | |
Evaluating Spatial Accelerator Architectures with Tiled Matrix-Matrix Multiplication | IEEE Transactions on Parallel and Distributed Systems | Gordon Euhyun Moon Hyoukjun Kwon Geonhwa Jeong Prasanth Chatarasi Sivasankaran Rajamanickam | 2021/8/11 |
RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU | Geonhwa Jeong Eric Qin Ananda Samajdar Christopher J Hughes Sreenivas Subramoney | 2021/12/5 | |
Extending Sparse Tensor Accelerators to Support Multiple Compression Formats | Eric Qin Geonhwa Jeong William Won Sheng-Chun Kao Hyoukjun Kwon | 2021/5/17 | |
ConfuciuX: Autonomous Hardware Resource Assignment for DNN Accelerators using Reinforcement Learning | Sheng-Chun Kao Geonhwa Jeong Tushar Krishna | 2020 |
Co-Authors
