Yi Xie

According to our database, Yi Xie authored at least 20 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Visual privacy protection in mobile image recognition using protective perturbation.

Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei

Proceedings of the MMSys '22: 13th ACM Multimedia Systems Conference, Athlone, Ireland, June 14, 2022

Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks.

Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan

Proceedings of the IEEE International Conference on Acoustics, 2022

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.

Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

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

Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan

J. Signal Process. Syst., 2021

Noise Injection-based Regularization for Point Cloud Processing.

Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan

CoRR, 2021

CHIP: CHannel Independence-based Pruning for Compact Neural Networks.

Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

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

Xianglong Feng, Yi Xie, Mengmei Ye, Zhongze Tang, Bo Yuan, Sheng Wei

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models.

Xiao Zang, Yi Xie, Jie Chen, Bo Yuan

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

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

Zhuohang Li, Cong Shi, Tianfang Zhang, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Enabling Fast and Universal Audio Adversarial Attack Using Generative Model.

Yi Xie, Zhuohang Li, Cong Shi, Jian Liu, Yingying Chen, Bo Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Practical Adversarial Attacks Against Speaker Recognition Systems.

Zhuohang Li, Cong Shi, Yi Xie, Jian Liu, Bo Yuan, Yingying Chen

Proceedings of the HotMobile '20: The 21st International Workshop on Mobile Computing Systems and Applications, 2020

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

Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

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

Yi Xie, Cong Shi, Zhuohang Li, Jian Liu, Yingying Chen, Bo Yuan

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Siyu Liao, Chunhua Deng, Yi Xie, Lingjia Liu, Bo Yuan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator.

Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Reduced-Complexity Deep Neural Networks Design Using Multi-Level Compression.

Siyu Liao, Yi Xie, Xue Lin, Yanzhi Wang, Min Zhang, Bo Yuan

IEEE Trans. Sustain. Comput., 2019

2018

PermDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices.

Chunhua Deng, Siyu Liao, Yi Xie, Keshab K. Parhi, Xuehai Qian, Bo Yuan

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Area-efficient K-Nearest Neighbor Design using Stochastic Computing.

Yi Xie, Chunhua Deng, Siyu Liao, Bo Yuan

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Efficient Reconfigurable Hardware Core for Convolutional Neural Networks.

Haonan Wang, Jun Lin, Yi Xie, Bo Yuan, Zhongfeng Wang

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Fully-Parallel Area-Efficient Deep Neural Network Design Using Stochastic Computing.

Yi Xie, Siyu Liao, Bo Yuan, Yanzhi Wang, Zhongfeng Wang

IEEE Trans. Circuits Syst. II Express Briefs, 2017