Murali Annavaram

Murali Annavaram

University of Southern California

H-index: 46

North America-United States

About Murali Annavaram

Murali Annavaram, With an exceptional h-index of 46 and a recent h-index of 33 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Computer Systems.

His recent articles reflect a diverse array of research interests and contributions to the field:

An efficient sequential consistency implementation with dynamic race detection for GPUs

Differentially Private Next-Token Prediction of Large Language Models

Edge Private Graph Neural Networks with Singular Value Perturbation

Ethos: Rectifying Language Models in Orthogonal Parameter Space

Differentially Private Knowledge Distillation via Synthetic Text Generation

CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks

SuperBP: Design Space Exploration of Perceptron-Based Branch Predictors for Superconducting CPUs

Laoram: A look ahead oram architecture for training large embedding tables

Murali Annavaram Information

University

Position

___

Citations(all)

8795

Citations(since 2020)

3582

Cited By

6343

hIndex(all)

46

hIndex(since 2020)

33

i10Index(all)

120

i10Index(since 2020)

82

Email

University Profile Page

Google Scholar

Murali Annavaram Skills & Research Interests

Computer Systems

Top articles of Murali Annavaram

An efficient sequential consistency implementation with dynamic race detection for GPUs

Journal of Parallel and Distributed Computing

2024/5/1

Abdulaziz Tabbakh
Abdulaziz Tabbakh

H-Index: 4

Murali Annavaram
Murali Annavaram

H-Index: 31

Differentially Private Next-Token Prediction of Large Language Models

arXiv preprint arXiv:2403.15638

2024/3/22

Meisam Razaviyayn
Meisam Razaviyayn

H-Index: 23

Murali Annavaram
Murali Annavaram

H-Index: 31

Edge Private Graph Neural Networks with Singular Value Perturbation

2024

Salman Avestimehr
Salman Avestimehr

H-Index: 34

Murali Annavaram
Murali Annavaram

H-Index: 31

Ethos: Rectifying Language Models in Orthogonal Parameter Space

2024

Salman Avestimehr
Salman Avestimehr

H-Index: 34

Murali Annavaram
Murali Annavaram

H-Index: 31

Differentially Private Knowledge Distillation via Synthetic Text Generation

arXiv preprint arXiv:2403.00932

2024/3/1

Murali Annavaram
Murali Annavaram

H-Index: 31

CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks

arXiv preprint arXiv:2311.04406

2023/11/8

SuperBP: Design Space Exploration of Perceptron-Based Branch Predictors for Superconducting CPUs

2023/10

Swamit Tannu
Swamit Tannu

H-Index: 6

Murali Annavaram
Murali Annavaram

H-Index: 31

Laoram: A look ahead oram architecture for training large embedding tables

2023/6/17

Data leakage via access patterns of sparse features in deep learning-based recommendation systems

arXiv preprint arXiv:2212.06264

2022/12/12

Private data leakage via exploiting access patterns of sparse features in deep learning-based recommendation systems

2022/11/21

Pageoram: An efficient dram page aware oram strategy

2022/10/1

MPC-Pipe: an Efficient Pipeline Scheme for Secure Multi-party Machine Learning Inference

arXiv preprint arXiv:2209.13643

2022/9/27

Statik: Structure and text for inductive knowledge graph completion

2022/7

Cross-Core Data Sharing for Energy-Efficient GPUs

ACM Transactions on Architecture and Code Optimization

2022/6/30

Spreadgnn: Decentralized multi-task federated learning for graph neural networks on molecular data

2022

Murali Annavaram
Murali Annavaram

H-Index: 31

Salman Avestimehr
Salman Avestimehr

H-Index: 34

Characterizing ML training performance at the tactical edge

2022/6/6

Murali Annavaram
Murali Annavaram

H-Index: 31

Adaptive verifiable coded computing: Towards fast, secure and private distributed machine learning

IPDPS 2022

2022/5/30

Enhancing privacy through domain adaptive noise injection for speech emotion recognition

2022/5/23

Characterization of mpc-based private inference for transformer-based models

2022/5/22

HiPerRF: A dual-bit dense storage SFQ register file

2022/4/2

Murali Annavaram
Murali Annavaram

H-Index: 31

See List of Professors in Murali Annavaram University(University of Southern California)