publications

2025

1. 

   High-throughput Point-Cloud Accelerator with Sparsity-aware Hierarchical Neighbor Voxel Search and Skipping

   Yun-Chia Yu, Suraj Pn Reddy, Aryan Devrani, and 6 more authors

   In 2025 62nd ACM/IEEE Design Automation Conference (DAC), 2025

2024

1. 

   Retraining-free Constraint-aware Token Pruning for Vision Transformer on Edge Devices

   Yun-Chia Yu, Mao-Chi Weng, Ming-Guang Lin, and 1 more author

   In 2024 IEEE International Symposium on Circuits and Systems (ISCAS), 2024

   Bib

   @inproceedings{10558603,
     author = {Yu, Yun-Chia and Weng, Mao-Chi and Lin, Ming-Guang and Wu, An-Yeu Andy},
     booktitle = {2024 IEEE International Symposium on Circuits and Systems (ISCAS)},
     title = {Retraining-free Constraint-aware Token Pruning for Vision Transformer on Edge Devices},
     year = {2024},
     url = {https://ieeexplore.ieee.org/document/10558603},
     volume = {},
     number = {},
     pages = {1-5},
     keywords = {Computer vision;Viterbi algorithm;Circuits and systems;Machine vision;Image edge detection;Pipelines;Termination of employment;Vision Transformer;edge computing;token pruning;image classification},
     doi = {10.1109/ISCAS58744.2024.10558603},
   }