Hsin-Hsuan Sung

According to our database, Hsin-Hsuan Sung authored at least 14 papers between 2019 and 2026.

Collaborative distances:

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

2026

N:M sparsity-oriented graph reordering for accelerating GNNs on GPU sparse tensor cores.

Ruifeng Zhang, Jou-An Chen, Hsin-Hsuan Sung, Ang Li, Xipeng Shen

J. Parallel Distributed Comput., 2026

2025

Accelerating GNNs on GPU Sparse Tensor Cores through N: M Sparsity-Oriented Graph Reordering.

Jou-An Chen, Hsin-Hsuan Sung, Ruifeng Zhang, Ang Li, Xipeng Shen

Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2025

2024

Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination.

Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Saiqin Long, Xiaoyong Du, Xipeng Shen

IEEE Trans. Computers, December, 2024

2023

Accelerating matrix-centric graph processing on GPUs through bit-level optimizations.

Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li

J. Parallel Distributed Comput., July, 2023

Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices.

Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs.

Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li

Proceedings of the 37th International Conference on Supercomputing, 2023

Space-Efficient TREC for Enabling Deep Learning on Microcontrollers.

Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card.

Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen

Proceedings of the 28th IEEE Real-Time and Embedded Technology and Applications Symposium, 2022

TREC: Transient Redundancy Elimination-based Convolution.

Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU.

Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card.

Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen

CoRR, 2021

Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search.

Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Shaoshan Liu, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin

Proceedings of the 27th IEEE Real-Time and Embedded Technology and Applications Symposium, 2021

2020

Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device.

Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin

CoRR, 2020

2019

Finding Documents Related to Taiwan in the Veritable Records of Qing Using Relevance Feedback.

Hsin-Hsuan Sung, Jou-An Chen, Jieh Hsiang

Proceedings of the Digital Libraries for Open Knowledge, 2019