Vinay Joshi

Principal Researcher, E&D, Microsoft

Joined

January 2024

Names

Vinay Joshi (Preferred)

Emails

****@intel.com (Confirmed)

****@gmail.com (Confirmed)

****@amd.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Principal Researcher

E&D, Microsoft (microsoft.com)

2025 – Present

Researcher

AIG, Advanced Micro Devices (amd.com)

2024 – 2025

Researcher

Intel labs, Intel (intel.com)

2022 – 2024

PhD student

Natural and Mathematical Sciences, King's College London, University of London (kcl.ac.uk)

2017 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Bipin Rajendran

2017 – 2021

Expertise

Natural language processing

Present

Large language models

Present

Generative AI

Present

Publications

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks
Jianghui Wang, Vinay Joshi, Saptarshi Majumder, Xu Chao, Bin Ding, Ziqiong Liu, Pratik Prabhanjan Brahma, Dong Li, Zicheng Liu, Emad Barsoum
- CoRR 2025
- Readers: Everyone
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
Vinay Joshi, Pratik Prabhanjan Brahma, Zicheng Liu, Emad Barsoum
- CoRR 2025
- Readers: Everyone
QCQA: Quality and Capacity-aware grouped Query Attention
Vinay Joshi, Prashant Laddha, Shambhavi Sinha, Om Ji Omer, Sreenivas Subramoney
- CoRR 2024
- Readers: Everyone
CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware
Souvik Kundu, Anthony Sarah, Vinay Joshi, Om Ji Omer, Sreenivas Subramoney
- CoRR 2024
- Readers: Everyone
A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference
Manuel Le Gallo, Riduan Khaddam-Aljameh, Milos Stanisavljevic, Athanasios Vasilopoulos, Benedikt Kersting, Martino Dazzi, Geethan Karunaratne, Matthias Braendli, Abhairaj Singh, Silvia M. Mueller, Julian Büchel, Xavier Timoneda Comas, Vinay Joshi, Urs Egger, Angelo Garofalo, Anastasios Petropoulos, Theodore Antonakopoulos, Kevin Brew, Samuel Choi, Injo Ok et al. (9 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 22 Sept 2023
- CoRR 2022
- Readers: Everyone
Hybrid In-memory Computing Architecture for the Training of Deep Neural Networks
Vinay Joshi, Wangxin He, Jae-sun Seo, Bipin Rajendran
- 2021 (modified: 18 Nov 2022)
- CoRR 2021
- Readers: Everyone
Hybrid In-Memory Computing Architecture for the Training of Deep Neural Networks
Vinay Joshi, Wangxin He, Jae-sun Seo, Bipin Rajendran
- 2021 (modified: 18 Nov 2022)
- ISCAS 2021
- Readers: Everyone
ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning
Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou
- Published: 01 Jan 2020, Last Modified: 22 Sept 2023
- ISCAS 2020
- Readers: Everyone
Mixed-precision deep learning based on computational memory
S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau, Vinay Joshi, Giovanni Mariani, Irem Boybat, Geethan Karunaratne, Riduan Khaddam-Aljameh, Urs Egger, Anastasios Petropoulos, Theodore Antonakopoulos, Bipin Rajendran, Abu Sebastian, Evangelos Eleftheriou
- Published: 01 Jan 2020, Last Modified: 22 Sept 2023
- CoRR 2020
- Readers: Everyone
ESSOP: Efficient and Scalable Stochastic Outer Product Architecture for Deep Learning
Vinay Joshi, Geethan Karunaratne, Manuel Le Gallo, Irem Boybat, Christophe Piveteau, Abu Sebastian, Bipin Rajendran, Evangelos Eleftheriou
- Published: 01 Jan 2020, Last Modified: 22 Sept 2023
- CoRR 2020
- Readers: Everyone

View all 14 publications

Co-Authors

View all 55 co-authors