Bing Li, Songyun Qu, and Yi Wang.
An Automated Quantization Framework for High-utilization RRAM-based PIM,
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD 2021, CCF A).
Songyun Qu, Bing Li, Yi Wang, Xiandong Zhao, Dawen Xu, and Lei Zhang.
RaQu: An Automatic High-Utilization CNN Quantization and Mapping Framework for General-Purpose RRAM Accelerator,
in Design Automation Conference 2020.
Ziru Li, Bing Li, Zichen Fan, and Hai Li. (Corresponding Author)
RED: an ReRAM-based Efficient Accelerator for Deconvolutional Computation.
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.
Bing Li, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Joe X. Qiu, Hai Li.
3D-ReG: A 3D ReRAM-based Heterogeneous Architecture for Training Deep Neural Networks.
ACM Journal on Emerging Technologies in Computing Systems 16 (2), 1-24, 2020
Bing Li, Mengjie Mao, Xiaoxiao Liu, Tao Liu, Zihao Liu, Wujie Wen, Yiran Chen and Hai Li.
Thread Batching for High-performance Energy-efficient GPU Memory Design.
ACM Journal on Emerging Technologies in Computing Systems (JETC) 15 (4), 1-21, 2019.
Bing Li, Bonan Yan, Chenchen Liu, Hai Helen Li.
Build Reliable and Efficient Neuromorphic Design with Memristor Technology.
24th Asia and South Pacific Design Automation Conference (ASP-DAC), 2019.
Zichen Fan, Ziru Li, Bing Li, Hai Li. (Corresponding Author)
RED: A ReRAM-based Deconvolution Accelerator.
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019.
Bing Li, Fan Chen, Wang Kang, Weisheng Zhao, Yiran Chen and Hai Helen Li.
Design and Data Management for Magnetic Racetrack Memory.
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 2018, pp 1-4.
Bing Li, Linghao Song, Fan Chen, Xuehai Qian, Yiran Chen, Hai Helen Li.
ReRAM-based accelerator for deep learning.
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2018, pp 815-820.
Bing Li, Wei Wen, Jiachen Mao, Sicheng Li, Yiran Chen, Hai Helen Li.
Running sparse and low-precision neural network: When algorithm meets hardware.
Asia and South Pacific Design Automation Conference (ASP-DAC), 2018, pp 534-539.
Bing Li, Yu Hu, Ying Wang, Jing Ye, and Xiaowei Li.
Power-Utility-Driven Write Management for MLC PCM.
ACM Journal on Emerging Technologies in Computing Systems (JETC) 13.3 (2017): 50.
Bing Li, ShuChang Shan, Yu Hu, Xiaowei Li.
A Dynamic Adjustment Design for Hybrid Fault Tolerant Code in Memory System (in Chinese)
Journal of Computer-Aided Design & Computer Graphics (JCAD), Volume 26 Issue 9, September 2014.
Bing Li, Yu Hu, Xiaowei Li.
Short-SET: An energy-efficient write scheme for MLC PCM.
IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA), 2014, pp. 1-6.
Bing Li, ShuChang Shan, Yu Hu, Xiaowei Li.
Partial-SET: Write speedup of PCM main memory.
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2014, pp. 1-4.
Bing Li, ShuChang Shan, Yu Hu, Xiaowei Li.
Tolerating Noise in MLC PCM with Multi-Bit Error Correction Code.
IEEE 19th Pacific Rim International Symposium on Dependable Computing (PRDC), 2013.
Talks and Presentations
Nov., 2019 Talk in NICS Lab Tsinghua University, Beijing, China
Jun., 2019 Talk in DAC, Las Vegas, US
Jun., 2019 Poster Presentation in WISE workshop, IEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2019, Washington DC, US
Jul., 2018 Talk at Beihang University, Beijing, China, Hosted by Prof. Yuanqing Chen
May, 2018 Poster Presentation in WISE workshop, IEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2018, Washington DC, US
Jan., 2016 Poster Presentation in ASPDAC-18, Macao SAR, China
Aug, 2014 Talk in NVMSA, Chongqing, China
Dec., 2013 Talk in PRDC, Vancouver, Canada
Patents
Writing acceleration method and system for phase change memory. (CN201410064466)
Method, device and system for evaluating telecommunication operation process. (CN201710153426)
Data storage method and device. (CN 104182292)
A messaging type memory module memory access method and apparatus. (CN 104347122)
Memory access method and apparatus for message-type memory module. (US Patent 9,811,416)
Memory access method, device, and system (US Patent 9,772,891)
Awards and Honors
2018 National Academy of Science Associate Fellowship Award, US
2014 Langchao Scholarship, University of Chinese Academy Sciences, China
2013,2014 Excellent Student Award, State Key Laboratory of Computer Architecture, China
2011 Excellent Student Award, University of Chinese Academy Sciences, China
2010 Excellent Graduate Award in the top universities of Beijing, Beijing Municipal Bureau of Education, China
2009 National Scholarship, Ministry of Education (MOE) of China
2008 National Motivational Scholarship, The Ministry of Education (MOE) of China
2007-2009 Top-level Student Scholarship, Minzu University of China
Services
Session Chairs
2020 25th ASP-DAC Session Chair
2018 23th ASP-DAC Session Chair
2018 32nd ACM International Conference on Supercomputing Financial Chair