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2020 – today
- 2023
[j9]Yifei Wang
, Shiyang Chen, Guobin Chen, Ethan Shurberg, Hang Liu, Pengyu Hong:
Motif-Based Graph Representation Learning with Application to Chemical Molecules. Informatics 10(1): 8 (2023)- 2022
- [c9]Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding:
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. ACL (1) 2022: 190-200 - [c8]Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding:
A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining. DAC 2022: 1135-1140 - [i4]Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding:
A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining. CoRR abs/2208.03646 (2022) - [i3]Yifei Wang, Shiyang Chen, Guobin Chen, Ethan Shurberg, Hang Liu, Pengyu Hong:
Motif-based Graph Representation Learning with Application to Chemical Molecules. CoRR abs/2208.04529 (2022) - 2021
- [c7]Shaoyi Huang, Shiyang Chen, Hongwu Peng, Daniel Manu, Zhenglun Kong, Geng Yuan, Lei Yang, Shusen Wang, Hang Liu, Caiwen Ding:
HMC-TRAN: A Tensor-core Inspired Hierarchical Model Compression for Transformer-based DNNs on GPU. ACM Great Lakes Symposium on VLSI 2021: 169-174 - [c6]Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding:
Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper). ICCAD 2021: 1-7 - [c5]Shiyang Chen, Shaoyi Huang, Santosh Pandey, Bingbing Li, Guang R. Gao, Long Zheng, Caiwen Ding, Hang Liu:
E.T.: re-thinking self-attention for transformer models on GPUs. SC 2021: 25 - [i2]Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding:
Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search. CoRR abs/2109.06355 (2021) - [i1]Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Hang Liu, Caiwen Ding:
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. CoRR abs/2110.08190 (2021)
2010 – 2019
- 2019
- [b1]Shiyang Chen:
Spatiotemporal modeling of brain dynamics using machine learning approaches. Georgia Institute of Technology, Atlanta, GA, USA, 2019 - [j8]John M. Drake, Tobias S. Brett, Shiyang Chen, Bogdan I. Epureanu, Matthew J. Ferrari, Éric Marty, Paige B. Miller, Eamon B. O'Dea, Suzanne M. O'Regan, Andrew W. Park, Pejman Rohani:
The statistics of epidemic transitions. PLoS Comput. Biol. 15(5) (2019) - [j7]Shiyang Chen, Lijia Huang, Xiaolan Qiu, Mingyang Shang, Bing Han:
An Improved Imaging Algorithm for High-Resolution Spotlight SAR with Continuous PRI Variation Based on Modified Sinc Interpolation. Sensors 19(2): 389 (2019) - 2018
- [j6]Shiyang Chen, Xiaoping Hu:
Individual Identification Using the Functional Brain Fingerprint Detected by the Recurrent Neural Network. Brain Connect. 8(4): 197-204 (2018) - 2017
- [j5]Xiang Wang, Tao Wang, Shiyang Chen, Renhao Fan, Yang Xu, Weike Wang, Hongge Li, Tongsheng Xia:
Track fusion based on threshold factor classification algorithm in wireless sensor networks. Int. J. Commun. Syst. 30(7) (2017) - [j4]Jacob C. Billings, Alessio Medda, Sadia Shakil, Xiaohong Shen, Amrit Kashyap, Shiyang Chen, Anzar Abbas, Xiaodi Zhang, Maysam Nezafati, Wen-Ju Pan, Gordon J. Berman, Shella D. Keilholz:
Instantaneous brain dynamics mapped to a continuous state space. NeuroImage 162: 344-352 (2017) - 2016
- [j3]Shiyang Chen, Jason Langley, Xiangchuan Chen, Xiaoping Hu:
Spatiotemporal Modeling of Brain Dynamics Using Resting-State Functional Magnetic Resonance Imaging with Gaussian Hidden Markov Model. Brain Connect. 6(4): 326-334 (2016) - [c4]Shiyang Chen, Bing Ji, Zhihao Li, Jason Langley, Xiaoping Hu:
Dynamic analysis of resting state fMRI data and its applications. ICASSP 2016: 6295-6299 - 2015
- [j2]Qingnan Lai, Changling Zhou, Hao Ma, Zhen Wu, Shiyang Chen:
Visualizing and characterizing DNS lookup behaviors via log-mining. Neurocomputing 169: 100-109 (2015) - [j1]Xuejun Li, Shiyang Chen, Yiwen Zhang, Longshu Li:
Keepaway抢球任务中基于策略重用的迁移学习算法 (Transfer Learning Algorithm between Keepaway Tasks Based on Policy Reuse). 计算机科学 42(4): 190-193 (2015) - [c3]Xiang Wang, Shiyang Chen, Xiaocui Wang, Yang Xu, Rong Zhang, Tao Wang, Bin Xu:
Threshold Factor Track Classification Algorithm Based on Target Motion Model. UIC/ATC/ScalCom 2015: 1163-1168 - 2012
- [c2]Shiyang Chen, Xiaoying Gan, He Li:
Energy efficiency driven random access in WLAN system. WCSP 2012: 1-6 - 2011
- [c1]Le Zhao, Shiyang Chen, Xiaoying Gan:
From reconfigurable SDR to cognitive femto-cell: A practical platform. WCSP 2011: 1-6
Coauthor Index
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