Wu Man 呉漫

Researcher Number	30965330
Other IDs	https://orcid.org/0000-0002-8459-2028
Affiliation (Current)	2026: 慶應義塾大学, 理工学研究科(矢上), 特任助教
Affiliation (based on the past Project Information) *help	2026: 慶應義塾大学, 理工学研究科(矢上), 特任助教 2024: 慶應義塾大学, 理工学研究科(矢上), 研究員 2023: 慶應義塾大学, 理工学研究科(矢上), 特任助教 2022: 慶應義塾大学, 理工学研究科(矢上), 研究員
Review Section/Research Field	Principal Investigator Basic Section 60090:High performance computing-related / 1001:Information science, computer engineering, and related fields
Keywords	Principal Investigator Edge intelligence / Spiking neural netwrok / Accelerator / Neural network / Calculator-free / Hyper-parallel / Computing architecture / Multi-tenant / Generative model / Accelarators … More / Low latecny / Spiking neural network / NN Accelarators / Low-Latency / Edge AI / Energy Efficiency / NoC Design / DiaNet / Co-Design / SNN Accelerator Less

Research Projects
(2 results)
Research Products
(7 results)

Memory- and Compute-Efficient LLM Decoding Accelerator with DRAM-PIM Optimized by Cross-Bank SchedulingPrincipal Investigator
- Principal Investigator
  
  呉漫
- Project Period (FY)
  2026 – 2028
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60090:High performance computing-related
- Research Institution
  Keio University
Hyper-Parallel Calculator-Free Neural Network Accelerator for Edge AI ApplicationsPrincipal Investigator
- Principal Investigator
  
  Wu Man
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1001:Information science, computer engineering, and related fields
- Research Institution
  Keio University

All 2024 2023 2022

All Journal Article Presentation

[Journal Article] Quantitative evaluation of molecular generation performance of graph-based GANs2024
- Author(s)
  Zhang Jinli、Wang Zhenbo、Jiang Zongli、Wu Man、Li Chen、Yamanishi Yoshihiro
- Journal Title
  
  Software Quality Journal
  
  Volume: - Issue: 2 Pages: 791-819
- DOI
  10.1007/s11219-024-09671-7
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285, KAKENHI-PROJECT-23KF0063
[Presentation] GKF-mQA: Generative Knowledge Fusion Based on Large Language Models for Enhancing Medical Question Answering2024
- Author(s)
  Man Wu
- Organizer
  Advanced Data Mining and Applications (ADMA 2024)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285
[Presentation] Training Low-Latency Spiking Neural Network with Orthogonal Spiking Neurons2023
- Author(s)
  Man WU
- Organizer
  In 2023 21st IEEE Interregional NEWCAS Conference (NEWCAS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285
[Presentation] Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency2023
- Author(s)
  Man WU
- Organizer
  Proceedings of the 15th Asian Conference on Machine Learning, PMLR
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285
[Presentation] Mode Collapse Alleviation of Reinforcement Learning-based GANs in Drug Design2023
- Author(s)
  Man WU
- Organizer
  2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285
[Presentation] Exploring the Feasibility of Transformer Based Models on Question Relatedness2022
- Author(s)
  Honglin Shu; Pei Gao; Ziwei Yang; Chen Li; Man Wu
- Organizer
  IEEE HPCC-2022 24th International Conference on High Performance Computing and Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285
[Presentation] Learning Local Representation by Gradient-Isolated Memorizing of Spiking Neural Network2022
- Author(s)
  Man Wu, Zheng Chen, Yunpeng Yao
- Organizer
  IEEE HPCC-2022 24th International Conference on High Performance Computing and Communications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K21285

Wu Man 呉 漫

Research Projects

Research Products

Memory- and Compute-Efficient LLM Decoding Accelerator with DRAM-PIM Optimized by Cross-Bank SchedulingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Hyper-Parallel Calculator-Free Neural Network Accelerator for Edge AI ApplicationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Quantitative evaluation of molecular generation performance of graph-based GANs2024

Author(s)

Journal Title

DOI

Data Source

[Presentation] GKF-mQA: Generative Knowledge Fusion Based on Large Language Models for Enhancing Medical Question Answering2024

Author(s)

Organizer

Data Source

[Presentation] Training Low-Latency Spiking Neural Network with Orthogonal Spiking Neurons2023

Author(s)

Organizer

Data Source

[Presentation] Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency2023

Author(s)

Organizer

Data Source

[Presentation] Mode Collapse Alleviation of Reinforcement Learning-based GANs in Drug Design2023

Author(s)

Organizer

Data Source

[Presentation] Exploring the Feasibility of Transformer Based Models on Question Relatedness2022

Author(s)

Organizer

Data Source

[Presentation] Learning Local Representation by Gradient-Isolated Memorizing of Spiking Neural Network2022

Author(s)

Organizer

Data Source

Wu Man 呉漫