Beiye Liu

According to our database, Beiye Liu authored at least 30 papers between 2012 and 2023.

Collaborative distances:

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

2023

Scalable Prompt Generation for Semi-supervised Learning with Language Models.

Yuhang Zhou, Suraj Maharjan, Beiye Liu

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Exploring Transfer Learning For End-to-End Spoken Language Understanding.

Subendhu Rongali, Beiye Liu, Liwei Cai, Konstantine Arkoudas, Chengwei Su, Wael Hamza

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Thwarting Replication Attack Against Memristor-Based Neuromorphic Computing System.

Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Mark Barnell, Qing Wu, Wujie Wen, Jeyavijayan Rajendran

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

2017

Group Scissor: Scaling Neuromorphic Computing Design to Big Neural Networks.

Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai Helen Li

CoRR, 2017

A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.

Chang Song, Beiye Liu, Wei Wen, Hai Li, Yiran Chen

Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017

Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks.

Yandan Wang, Wei Wen, Beiye Liu, Donald M. Chiarulli, Hai (Helen) Li

Proceedings of the 54th Annual Design Automation Conference, 2017

2016

Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators.

Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen

IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.

Hsin-Pai Cheng, Wei Wen, Chang Song, Beiye Liu, Hai Li, Yiran Chen

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016

Security of neuromorphic systems: Challenges and solutions.

Beiye Liu, Chaofei Yang, Hai Li, Yiran Chen, Qing Wu, Mark Barnell

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Design techniques of eNVM-enabled neuromorphic computing systems.

Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect.

Chaofei Yang, Beiye Liu, Hai Li, Yiran Chen, Wujie Wen, Mark Barnell, Qing Wu, Jeyavijayan Rajendran

Proceedings of the 35th International Conference on Computer-Aided Design, 2016

The Applications of NVM Technology in Hardware Security.

Chaofei Yang, Beiye Liu, Yandan Wang, Yiran Chen, Hai Li, Xian Zhang, Guangyu Sun

Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016

2015

Reconfigurable Neuromorphic Computing System with Memristor-Based Synapse Design.

Beiye Liu, Yiran Chen, Bryant Wysocki, Tingwen Huang

Neural Process. Lett., 2015

Hardware acceleration for neuromorphic computing: An evolving view.

Beiye Liu, Xiaoxiao Liu, Chenchen Liu, Wei Wen, M. Meng, Hai Li, Yiran Chen

Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015

The applications of memristor devices in next-generation cortical processor designs.

Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

EDA Challenges for Memristor-Crossbar based Neuromorphic Computing.

Beiye Liu, Wei Wen, Yiran Chen, Xin Li, Chi-Ruo Wu, Tsung-Yi Ho

Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015

An EDA framework for large scale hybrid neuromorphic computing systems.

Wei Wen, Chi-Ruo Wu, Xiaofang Hu, Beiye Liu, Tsung-Yi Ho, Xin Li, Yiran Chen

Proceedings of the 52nd Annual Design Automation Conference, 2015

A spiking neuromorphic design with resistive crossbar.

Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang

Proceedings of the 52nd Annual Design Automation Conference, 2015

Cloning your mind: security challenges in cognitive system designs and their solutions.

Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu

Proceedings of the 52nd Annual Design Automation Conference, 2015

RENO: a high-efficient reconfigurable neuromorphic computing accelerator design.

Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang

Proceedings of the 52nd Annual Design Automation Conference, 2015

Vortex: variation-aware training for memristor X-bar.

Beiye Liu, Hai Li, Yiran Chen, Xin Li, Qing Wu, Tingwen Huang

Proceedings of the 52nd Annual Design Automation Conference, 2015

2014

Bio-inspired computing with resistive memories - models, architectures and applications.

Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems.

Beiye Liu, Hai Li, Yiran Chen, Xin Li, Tingwen Huang, Qing Wu, Mark Barnell

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

2013

Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine.

Beiye Liu, Miao Hu, Hai Li, Zhi-Hong Mao, Yiran Chen, Tingwen Huang, Wei Zhang

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

Bio-inspired ultra lower-power neuromorphic computing engine for embedded systems.

Beiye Liu, Miao Hu, Hai Li, Yiran Chen, Chun Xue

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2013

2012

The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design.

Beiye Liu, Yiran Chen, Bryant Wysocki, Tingwen Huang

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays.

Xiang Chen, Beiye Liu, Yiran Chen, Mengying Zhao, Chun Jason Xue, Xiaojun Guo

Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Statistical memristor modeling and case study in neuromorphic computing.

Robinson E. Pino, Hai (Helen) Li, Yiran Chen, Miao Hu, Beiye Liu

Proceedings of the 49th Annual Design Automation Conference 2012, 2012