Hsin-Hsuan Sung

15 papers A* 1A 4B 2Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Accelerating GNNs on GPU Sparse Tensor Cores through N: M Sparsity-Oriented Graph Reordering. PPoPP Jou-An Chen, Hsin-Hsuan Sung, Ruifeng Zhang, Ang Li, Xipeng Shen
2024	J	`jnl`	Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination. IEEE Trans. Computers Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Saiqin Long, Xiaoyong Du, Xipeng Shen
2023	J	`jnl`	Accelerating matrix-centric graph processing on GPUs through bit-level optimizations. J. Parallel Distributed Comput. Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li
2023	A	`conf`	BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. ICS Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
2023	J	`jnl`	BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs. CoRR Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Sutanay Choudhury, Ang Li
2023	—	`conf`	Decentralized Application-Level Adaptive Scheduling for Multi-Instance DNNs on Open Mobile Devices. USENIX ATC Hsin-Hsuan Sung, Jou-An Chen, Wei Niu, Jiexiong Guan, Bin Ren, Xipeng Shen
2023	—	`conf`	Space-Efficient TREC for Enabling Deep Learning on Microcontrollers. ASPLOS (3) Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen
2022	A	`conf`	Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. IPDPS Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen, Nathan R. Tallent, Kevin J. Barker, Ang Li
2022	J	`jnl`	Bit-GraphBLAS: Bit-Level Optimizations of Matrix-Centric Graph Processing on GPU. CoRR Jou-An Chen, Hsin-Hsuan Sung, Nathan R. Tallent, Kevin J. Barker, Xipeng Shen, Ang Li
2022	A	`conf`	Brief Industry Paper: Enabling Level-4 Autonomous Driving on a Single $1k Off-the-Shelf Card. RTAS Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Bin Ren, Yanzhi Wang, Shaoshan Liu, Xipeng Shen
2022	A*	`conf`	TREC: Transient Redundancy Elimination-based Convolution. NeurIPS Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen
2021	A	`conf`	Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search. RTAS Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Shaoshan Liu, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin
2021	J	`jnl`	Enabling Level-4 Autonomous Driving on a Single 1 Off-the-Shelf Card. CoRR Hsin-Hsuan Sung, Yuanchao Xu, Jiexiong Guan, Wei Niu, Shaoshan Liu, Bin Ren, Yanzhi Wang, Xipeng Shen
2020	J	`jnl`	Achieving Real-Time LiDAR 3D Object Detection on a Mobile Device. CoRR Pu Zhao, Wei Niu, Geng Yuan, Yuxuan Cai, Hsin-Hsuan Sung, Wujie Wen, Sijia Liu, Xipeng Shen, Bin Ren, Yanzhi Wang, Xue Lin
2019	B	`conf`	Finding Documents Related to Taiwan in the Veritable Records of Qing Using Relevance Feedback. TPDL Hsin-Hsuan Sung, Jou-An Chen, Jieh Hsiang