Yingjie Lao

Yingjie Lao

Clemson University

H-index: 19

North America-United States

About Yingjie Lao

Yingjie Lao, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at Clemson University,

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

Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment

Reliable Hardware Watermarks for Deep Learning Systems

Sailfish: A Dependency-Aware and Resource Efficient Scheduling for Low Latency in Clouds

PaReNTT: Low-latency parallel residue number system and NTT-based long polynomial modular multiplication for homomorphic encryption

Homomorphic Evaluation Friendly Vision Transformer Design

KyberMat: Efficient Accelerator for Matrix-Vector Polynomial Multiplication in CRYSTALS-Kyber Scheme via NTT and Polyphase Decomposition

Threats of Trojan Incursion in Transportation Hardware

Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks

Yingjie Lao Information

University

Position

___

Citations(all)

1406

Citations(since 2020)

1138

Cited By

568

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

34

i10Index(since 2020)

31

Email

University Profile Page

Google Scholar

Top articles of Yingjie Lao

Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Yingjie Lao
Yingjie Lao

H-Index: 12

Reliable Hardware Watermarks for Deep Learning Systems

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

2024/2/9

Yingjie Lao
Yingjie Lao

H-Index: 12

Sailfish: A Dependency-Aware and Resource Efficient Scheduling for Low Latency in Clouds

2023/12/15

Yingjie Lao
Yingjie Lao

H-Index: 12

Ying Mao
Ying Mao

H-Index: 11

PaReNTT: Low-latency parallel residue number system and NTT-based long polynomial modular multiplication for homomorphic encryption

IEEE Transactions on Information Forensics and Security

2024

Yingjie Lao
Yingjie Lao

H-Index: 12

Homomorphic Evaluation Friendly Vision Transformer Design

2023/10/29

Yingjie Lao
Yingjie Lao

H-Index: 12

KyberMat: Efficient Accelerator for Matrix-Vector Polynomial Multiplication in CRYSTALS-Kyber Scheme via NTT and Polyphase Decomposition

2023/10

Yingjie Lao
Yingjie Lao

H-Index: 12

Threats of Trojan Incursion in Transportation Hardware

2023/10/16

Yingjie Lao
Yingjie Lao

H-Index: 12

Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks

2023/10/13

Yingjie Lao
Yingjie Lao

H-Index: 12

Tung Pham
Tung Pham

H-Index: 13

Deep Neural Network Quantization Framework for Effective Defense against Membership Inference Attacks

Sensors

2023/9/7

Azadeh Famili
Azadeh Famili

H-Index: 1

Yingjie Lao
Yingjie Lao

H-Index: 12

Machine unlearning in gradient boosting decision trees

2023/8/6

Yingjie Lao
Yingjie Lao

H-Index: 12

Weijie Zhao
Weijie Zhao

H-Index: 26

Low-latency polynomial modulo multiplication over ring

2023/7/27

NNTesting: Neural Network Fault Attacks Detection Using Gradient-Based Test Vector Generation

2023/7/9

Bingyin Zhao
Bingyin Zhao

H-Index: 2

Yingjie Lao
Yingjie Lao

H-Index: 12

Defending backdoor attacks on vision transformer via patch processing

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Systems and methods for robust watermarking of deep neural networks

2023/4/20

Data-Driven Feature Selection Framework for Approximate Circuit Design

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2023/3/21

High-speed VLSI architectures for modular polynomial multiplication via fast filtering and applications to lattice-based cryptography

IEEE Transactions on Computers

2023/9

Yingjie Lao
Yingjie Lao

H-Index: 12

Fully Attentional Networks with Self-emerging Token Labeling

2023/10

Efficient Data Extraction Circuit for Posit Number System: LDD-Based Posit Decoder

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

2023/12/26

Yingjie Lao
Yingjie Lao

H-Index: 12

UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks

arXiv preprint arXiv:2312.10657

2023/12/17

Bingyin Zhao
Bingyin Zhao

H-Index: 2

Yingjie Lao
Yingjie Lao

H-Index: 12

Marksman backdoor: Backdoor attacks with arbitrary target class

Advances in Neural Information Processing Systems

2022/12/6

Yingjie Lao
Yingjie Lao

H-Index: 12

Ping Li
Ping Li

H-Index: 5

See List of Professors in Yingjie Lao University(Clemson University)