CV

Education

• PhD - Computer Science and Technology, Institute of Computing Technology, CAS, Beijing, China, Expected June 2026
  • Student of a successive Master’s and Doctoral Program, also with the University of Chinese Academy of Sciences (UCAS)
• BA - Communication Engineering, Chien-Shiung Wu College, Southeast University, Nanjing, China, June 2020
  • Relevant Coursework: xxx
  • Winter School of RWTH Aachen University, Germany, Febuary 2018

Publications

LRP: Predictive Output Activation Based on SVD Approach for CNNs Acceleration

Xinxin Wu, Zhihua Fan, Tianyu Liu, Wenming Li, Xiaochun Ye, Dongrui Fan, "LRP: Predictive Output Activation Based on SVD Approach for CNNs Acceleration." In the proceedings of 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2022.

Characterization and Implementation of Radar System Applications on a Reconfigurable Dataflow Architecture

Yinshen Wang, Wenming Li, Tianyu Liu, Liangjiang Zhou, Bingnan Wang, Zhihua Fan, Xiaochun Ye, Dongrui Fan, Chibiao Ding, "Characterization and Implementation of Radar System Applications on a Reconfigurable Dataflow Architecture." IEEE Computer Architecture Letters, 2022.

A Routing-Aware Mapping Method for Dataflow Architectures

Zhihua Fan, Wenming Li, Tianyu Liu, Xuejun An, Xiaochun Ye, Dongrui Fan, "A Routing-Aware Mapping Method for Dataflow Architectures." In the proceedings of Network and Parallel Computing (NPC), 2022.

A Loop Optimization Method for Dataflow Architecture

Zhihua Fan, Wenming Li, Tianyu Liu, Shengzhong Tang, Zhen Wang, Xuejun An, Xiaochun Ye, Dongrui Fan, "A Loop Optimization Method for Dataflow Architecture." In the proceedings of 2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), 2022.

A High-accurate Multi-objective Exploration Framework for Design Space of CPU

Duo Wang, Mingyu Yan, Xin Liu, Mo Zou, Tianyu Liu, Wenming Li, Xiaochun Ye, Dongrui Fan, "A High-accurate Multi-objective Exploration Framework for Design Space of CPU." In the proceedings of 2023 60th ACM/IEEE Design Automation Conference (DAC), 2023.

Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation

Zhihua Fan, Wenming Li, Zhen Wang, Tianyu Liu, Haibin Wu, Yanhuan Liu, Meng Wu, Xinxin Wu, Xiaochun Ye, Dongrui Fan, Ninghui Sun, Xuejun An, "Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation." IEEE Transactions on Parallel and Distributed Systems, 2023.

Alleviating Transfer Latency in DataFlow Accelerator for DSP Applications

Haibin Wu, Wenming Li, Zhihua Fan, Zhen Wang, Tianyu Liu, Junying Huang, Shengzhong Tang, Yanhuan Liu, Kunming Zhang, Xiaochun Ye, Dongrui Fan, "Alleviating Transfer Latency in DataFlow Accelerator for DSP Applications." In the proceedings of 2023 IEEE 41st International Conference on Computer Design (ICCD), 2023.

DFGC: DFG-aware NoC Control Based on Time Stamp Prediction for Dataflow Architecture

Tianyu Liu, Wenming Li, Zhihua Fan, "DFGC: DFG-aware NoC Control Based on Time Stamp Prediction for Dataflow Architecture." In the proceedings of 2023 IEEE 41st International Conference on Computer Design (ICCD), 2023.

Awards/Other Experiences

• 2021
  • Enterprise Scholarship, ICT
  • First Prize in Academic Scholarship, UCAS
• 2022
  • Volunteer for the Beijing 2022 Winter Olympic and Paralympic Games
• 2023
  • Enterprise Scholarship, ICT
  • First Prize in Academic Scholarship, UCAS

Presentations

DFGC: DFG-Aware NoC Control based on Time Stamp Prediction for Dataflow Architecture

November 07, 2023

Regular Paper Presentation at ICCD-2023, Washington D.C.

Skills & Interests

• Technical: C/C++, python, java, …
• Language: native Chinese speaker, English (TOFEL-94)
• Interests: cooking, swimming, photography, …