Siyuan Lu

According to our database, Siyuan Lu authored at least 15 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT.

Siyuan Lu, Chenchen Zhou, Keli Xie, Jun Lin, Zhongfeng Wang

IEEE Trans. Signal Process., 2023

2022

Fast and Accurate FSA System Using ELBERT: An Efficient and Lightweight BERT.

Siyuan Lu, Chenchen Zhou, Keli Xie, Shiyi Liu, Jun Lin, Zhongfeng Wang

CoRR, 2022

Forecasting Stock Indexes with Metabolic DWT and MWA-GM(1,1).

Ziyang Jiang, Siyuan Lu, Jun Lin, Zhongfeng Wang

Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Accelerating NLP Tasks on FPGA with Compressed BERT and a Hardware-Oriented Early Exit Method.

Binjing Li, Siyuan Lu, Keli Xie, Zhongfeng Wang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond.

Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Low-Latency Hardware Accelerator for Improved Engle-Granger Cointegration in Pairs Trading.

Shuang Liang, Siyuan Lu, Jun Lin, Zhongfeng Wang

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Elbert: Fast Albert with Confidence-Window Based Early Exit.

Keli Xie, Siyuan Lu, Meiqi Wang, Zhongfeng Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Efficient Precision-Adjustable Architecture for Softmax Function in Deep Learning.

Danyang Zhu, Siyuan Lu, Meiqi Wang, Jun Lin, Zhongfeng Wang

IEEE Trans. Circuits Syst., 2020

Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer.

Siyuan Lu, Meiqi Wang, Shuang Liang, Jun Lin, Zhongfeng Wang

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

Hardware Accelerator for Engle-Granger Cointegration in Pairs Trading.

Shuang Liang, Siyuan Lu, Jun Lin, Zhongfeng Wang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

LSTM-Based Quantitative Trading Using Dynamic K-Top and Kelly Criterion.

Binjing Li, Keli Xie, Siyuan Lu, Jun Lin, Zhongfeng Wang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A Hardware-Oriented and Memory-Efficient Method for CTC Decoding.

Siyuan Lu, Jinming Lu, Jun Lin, Zhongfeng Wang

IEEE Access, 2019

Training Deep Neural Networks Using Posit Number System.

Jinming Lu, Siyuan Lu, Zhisheng Wang, Chao Fang, Jun Lin, Zhongfeng Wang, Li Du

Proceedings of the 32nd IEEE International System-on-Chip Conference, 2019

A Low-Latency and Low-Complexity Hardware Architecture for CTC Beam Search Decoding.

Siyuan Lu, Jinming Lu, Jun Lin, Zhongfeng Wang, Li Du

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

2018

A High-Speed and Low-Complexity Architecture for Softmax Function in Deep Learning.

Meiqi Wang, Siyuan Lu, Danyang Zhu, Jun Lin, Zhongfeng Wang

Proceedings of the 2018 IEEE Asia Pacific Conference on Circuits and Systems, 2018