Vijay Janapa Reddi - Publications, H-index & Citations

Vijay Janapa Reddi

Harvard University

43H指数

280论文数

1.3W被引数

收录论文 11

发表时间

Breaking Tiny Machine Learning: Why Quantized Neural Networks Need Domain-Specific Security Analysis 破解微型机器学习：量化神经网络为何需要领域特定的安全性分析

IEEE Micro

IF2.9

2026-02-23

PREAI

Jacob Huckelberry; Andrea Mattia Garavagno; Yuke Zhang; Peter A. Beerel; James Mickens; Vijay Janapa Reddi

A framework for integrating artificial intelligence for clinical care with continuous therapeutic monitoring

NATURE BIOMEDICAL ENGINEERING

IF26.6

2023-11-06

PREAI

Chen, Emma; Prakash, Shvetank; Reddi, Vijay Janapa; Kim, David; Rajpurkar, Pranav

Is TinyML Sustainable?

COMMUNICATIONS OF THE ACM

IF12.2

2023-10-20

PREAI

Prakash, Shvetank; Stewart, Matthew; Banbury, Colby; Mazumder, Mark; Warden, Pete; Plancher, Brian; Reddi, Vijay Janapa

Machine Learning Sensors

COMMUNICATIONS OF THE ACM

IF12.2

2023-10-20

OAAI

Stewart, Matthew; Warden, Pete; Plancher, Brian; Katti, Sachin; Reddi, Vijay Janapa

Deep Reinforcement Learning for Cyber Security 网络安全的深度强化学习

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2023-08-01

157

OAAI

Thanh Thi Nguyen; Reddi, Vijay Janapa

Federated benchmarking of medical artificial intelligence with MedPerf

NATURE MACHINE INTELLIGENCE

IF23.9

2023-07-17

OAAI

Karargyris, Alexandros; Umeton, Renato; Sheller, Micah J.; Aristizabal, Alejandro; George, Johnu; Wuest, Anna; Pati, Sarthak; Kassem, Hasan; Zenk, Maximilian; Baid, Ujjwal; Moorthy, Prakash Narayana; Chowdhury, Alexander; Guo, Junyi; Nalawade, Sahil; Rosenthal, Jacob; Kanter, David; Xenochristou, Maria; Beutel, Daniel J.; Chung, Verena; Bergquist, Timothy; Eddy, James; Abid, Abubakar; Tunstall, Lewis; Sanseviero, Omar; Dimitriadis, Dimitrios; Qian, Yiming; Xu, Xinxing; Liu, Yong; Goh, Rick Siow Mong; Bala, Srini; Bittorf, Victor; Puchala, Sreekar Reddy; Ricciuti, Biagio; Samineni, Soujanya; Sengupta, Eshna; Chaudhari, Akshay; Coleman, Cody; Desinghu, Bala; Diamos, Gregory; Dutta, Debo; Feddema, Diane; Fursin, Grigori; Huang, Xinyuan; Kashyap, Satyananda; Lane, Nicholas; Mallick, Indranil; Mascagni, Pietro; Mehta, Virendra; Moraes, Cassiano Ferro; Natarajan, Vivek; Nikolov, Nikola; Padoy, Nicolas; Pekhimenko, Gennady; Reddi, Vijay Janapa; Reina, G. Anthony; Ribalta, Pablo; Singh, Abhishek; Thiagarajan, Jayaraman J.; Albrecht, Jacob; Wolf, Thomas; Miller, Geralyn; Fu, Huazhu; Shah, Prashant; Xu, Daguang; Yadav, Poonam; Talby, David; Awad, Mark M.; Howard, Jeremy P.; Rosenthal, Michael; Marchionni, Luigi; Loda, Massimo; Johnson, Jason M.; Bakas, Spyridon; Mattson, Peter

The Role of Compute in Autonomous Micro Aerial Vehicles: Optimizing for Mission Time and Energy Efficiency

ACM TRANSACTIONS ON COMPUTER SYSTEMS

IF1.8

2022-07-05

OAAI

Boroujerdian, Behzad; Genc, Hasan; Krishnan, Srivatsan; Duisterhof, Bardienus Pieter; Plancher, Brian; Mansoorshahi, Kayvan; Almeida, Marcelino; Cui, Wenzhi; Faust, Aleksandra; Reddi, Vijay Janapa

Accelerator-Level Parallelism

COMMUNICATIONS OF THE ACM

IF12.2

2021-11-19

OAAI

Hill, Mark D.; Reddi, Vijay Janapa

Air Learning: a deep reinforcement learning gym for autonomous aerial robot visual navigation

MACHINE LEARNING

IF2.9

2021-07-07

OAAI

Krishnan, Srivatsan; Boroujerdian, Behzad; Fu, William; Faust, Aleksandra; Reddi, Vijay Janapa