Dongho Ha

According to our database, Dongho Ha authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Layerwise retraining and freezing for multi-angle QAOA.

Enhyeok Jang, Zihan Chen, Dongho Ha, Seungwoo Choi, Yongju Lee, Jaewon Kwon, Eddy Z. Zhang, Yipeng Huang, Won Woo Ro

Quantum Mach. Intell., June, 2026

MaxiMoff: Designing Matrix Multiplication Accelerator for Effective Multiply-Add Operations Offloading.

Sungwoo Kim, Dongho Ha, Seunghwan Sung, Won Woo Ro

IEEE Trans. Emerg. Top. Comput., 2026

DeSpa: Heterogeneous multi-core accelerators for energy-efficient dense and sparse computation at the tile level in Deep Neural Networks.

Hyungjun Jang, Dongho Ha, Hyunwuk Lee, Won Woo Ro

J. Syst. Archit., 2026

Carbon-Aware Continuous Learning for Sustainable Real-Time Machine Learning Analytics.

Gwanjong Park, Osama Khan, Dongho Ha, Myeongjae Jeon, Euiseong Seo

Proceedings of the 21st European Conference on Computer Systems, 2026

2025

BitL: A Hybrid Bit-Serial and Parallel Deep Learning Accelerator for Critical Path Reduction.

Seunghyun Lee, Dongho Ha, Sungbin Kim, Sungwoo Kim, Hyunwuk Lee, Won Woo Ro

Proceedings of the 58th IEEE/ACM International Symposium on Microarchitecture, 2025

Avant-Garde: Empowering GPUs with Scaled Numeric Formats.

Minseong Gil, Dongho Ha, Simla Burcu Harma, Myung Kuk Yoon, Babak Falsafi, Won Woo Ro, Yunho Oh

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

Effective Interplay between Sparsity and Quantization: From Theory to Practice.

Simla Burcu Harma, Ayan Chakraborty, Elizaveta Kostenok, Danila Mishin, Dongho Ha, Babak Falsafi, Martin Jaggi, Ming Liu, Yunho Oh, Suvinay Subramanian, Amir Yazdanbakhsh

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

M3XU: Achieving High-Precision and Complex Matrix Multiplication with Low-Precision MXUs.

Dongho Ha, Yunan Zhang, Chen-Chien Kao, Christopher J. Hughes, Won Woo Ro, Hung-Wei Tseng

Proceedings of the International Conference for High Performance Computing, 2024

Generalizing Ray Tracing Accelerators for Tree Traversals on GPUs.

Dongho Ha, Lufei Liu, Yuan-Hsi Chou, Seokjin Go, Won Woo Ro, Hung-Wei Tseng, Tor M. Aamodt

Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

Recompiling QAOA Circuits on Various Rotational Directions.

Enhyeok Jang, Dongho Ha, Seungwoo Choi, Youngmin Kim, Jaewon Kwon, Yongju Lee, Sungwoo Ahn, Hyungseok Kim, Won Woo Ro

Proceedings of the 2024 International Conference on Parallel Architectures and Compilation Techniques, 2024

2023

MAD MAcce: Supporting Multiply-Add Operations for Democratizing Matrix-Multiplication Accelerators.

Seunghwan Sung, Sujin Hur, Sungwoo Kim, Dongho Ha, Yunho Oh, Won Woo Ro

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

TensorCV: Accelerating Inference-Adjacent Computation Using Tensor Processors.

Dongho Ha, Won Woo Ro, Hung-Wei Tseng

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

R2D2: Removing ReDunDancy Utilizing Linearity of Address Generation in GPUs.

Dongho Ha, Yunho Oh, Won Woo Ro

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2021

Chapter Six - Deep learning with GPUs.

Won Jeon, Gun Ko, Jiwon Lee, Hyunwuk Lee, Dongho Ha, Won Woo Ro

Adv. Comput., 2021