Yi Xie

Yi Xie

Rutgers, The State University of New Jersey

H-index: 12

North America-United States

About Yi Xie

Yi Xie, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Rutgers, The State University of New Jersey, specializes in the field of Speech recognition, Adversarial machine learning.

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

Lookahead when it matters: Adaptive non-causal transformers for streaming neural transducers

Conmer: Streaming Conformer without self-attention for interactive voice assistants

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN

Compute Cost Amortized Transformer for Streaming ASR

Visual privacy protection in mobile image recognition using protective perturbation

Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks

Cultivating Robustness and Efficiency of Deep Learning

Chip: Channel independence-based pruning for compact neural networks

Yi Xie Information

University

Position

Ph.D. student of

Citations(all)

891

Citations(since 2020)

796

Cited By

315

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

14

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Yi Xie Skills & Research Interests

Speech recognition

Adversarial machine learning

Top articles of Yi Xie

Lookahead when it matters: Adaptive non-causal transformers for streaming neural transducers

2023/7/3

Yi Xie
Yi Xie

H-Index: 6

Conmer: Streaming Conformer without self-attention for interactive voice assistants

2023

Yi Xie
Yi Xie

H-Index: 6

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN

2022/10/23

Compute Cost Amortized Transformer for Streaming ASR

INTERSPEECH2022

2022/7/5

Yi Xie
Yi Xie

H-Index: 6

Brian King
Brian King

H-Index: 16

Visual privacy protection in mobile image recognition using protective perturbation

2022/6/14

Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks

2022/5/23

Cultivating Robustness and Efficiency of Deep Learning

2022

Yi Xie
Yi Xie

H-Index: 6

Chip: Channel independence-based pruning for compact neural networks

Advances in Neural Information Processing Systems

2021/12/6

Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array

2021/11/12

Fake Gradient: A Security and Privacy Protection Framework for DNN-based Image Classification

2021/10/17

Enabling fast and universal audio adversarial attack using generative model

Proceedings of the AAAI conference on artificial intelligence

2021/5/18

Noise Injection-based Regularization for Point Cloud Processing

arXiv preprint arXiv:2103.15027

2021/3/28

Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems

Journal of signal processing systems

2021/10

Graph universal adversarial attacks: A few bad actors ruin graph learning models

arXiv preprint arXiv:2002.04784

2020/2/12

Low-complexity Neural Network-based MIMO Detector using Permuted Diagonal Matrix

2020/11/1

VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation

2020/10/12

Real-Time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems

2020/5/4

CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator

Proceedings of the AAAI Conference on Artificial Intelligence

2020/4/3

Practical Adversarial Attacks Against Speaker Recognition Systems

2020/3/3

See List of Professors in Yi Xie University(Rutgers, The State University of New Jersey)

Co-Authors

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