Seongmin Park

Orcid: 0009-0001-8568-5808

Affiliations:
  • Hanyang University, Department of Electronic Engineering, Seoul, South Korea


According to our database1, Seongmin Park authored at least 9 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2022
2023
2024
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1
2
3
4
5
1
1
1
3
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2

Legend:

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Links

Online presence:

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Bibliography

2024
Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning.
IEEE Access, 2024

SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

Selectively Dilated Convolution for Accuracy-Preserving Sparse Pillar-based Embedded 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices.
CoRR, 2023

Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
Automatic Network Adaptation for Ultra-Low Uniform-Precision Quantization.
CoRR, 2022

Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

NN-LUT: neural approximation of non-linear operations for efficient transformer inference.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022


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