Junde Li

Junde Li

Penn State University

H-index: 8

North America-United States

About Junde Li

Junde Li, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Penn State University, specializes in the field of Machine Learning, Quantum Computing.

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

Energy-based generative models for target-specific drug discovery

Trainable PQC-based QRAM for quantum storage

Random Relabeling for Efficient Machine Unlearning

Retina-inspired narrowband perovskite sensor array for panchromatic imaging

Machine Learning and Optimization Applications on Near-term Quantum Computers

Approximate quantum random access memory architectures

Fault Injection Attacks in Spiking Neural Networks and Countermeasures

Large-scale quantum approximate optimization via divide-and-conquer

Junde Li Information

University

Position

___

Citations(all)

495

Citations(since 2020)

494

Cited By

100

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Penn State University

Google Scholar

View Google Scholar Profile

Junde Li Skills & Research Interests

Machine Learning

Quantum Computing

Top articles of Junde Li

Title

Journal

Author(s)

Publication Date

Energy-based generative models for target-specific drug discovery

Frontiers in Molecular Medicine

Junde Li

Collin Beaudoin

Swaroop Ghosh

2023/6/1

Trainable PQC-based QRAM for quantum storage

IEEE Access

Koustubh Phalak

Junde Li

Swaroop Ghosh

2023/5/22

Random Relabeling for Efficient Machine Unlearning

arXiv preprint arXiv:2305.12320

Junde Li

Swaroop Ghosh

2023/5/21

Retina-inspired narrowband perovskite sensor array for panchromatic imaging

Science Advances

Yuchen Hou

Junde Li

Jungjin Yoon

Abbey Marie Knoepfel

Dong Yang

...

2023/4/14

Machine Learning and Optimization Applications on Near-term Quantum Computers

Junde Li

2022

Approximate quantum random access memory architectures

arXiv preprint arXiv:2210.14804

Koustubh Phalak

Junde Li

Swaroop Ghosh

2022/10/24

Fault Injection Attacks in Spiking Neural Networks and Countermeasures

Frontiers in Nanotechnology

Karthikeyan Nagarajan

Junde Li

Sina Sayyah Ensan

Sachhidh Kannan

Swaroop Ghosh

2022/1/11

Large-scale quantum approximate optimization via divide-and-conquer

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

Junde Li

Mahabubul Alam

Swaroop Ghosh

2022/10/5

Error-Tolerant Mapping for Quantum Computing

Abdullah Ash Saki

Mahabubul Alam

Junde Li

Swaroop Ghosh

2022/7/9

Scalable variational quantum circuits for autoencoder-based drug discovery

Junde Li

Swaroop Ghosh

2022/3/14

Analysis of power-oriented fault injection attacks on spiking neural networks

Karthikeyan Nagarajan

Junde Li

Sina Sayyah Ensan

Mohammad Nasim Imtiaz Khan

Sachhidh Kannan

...

2022/3/14

Drug discovery approaches using quantum machine learning

Junde Li

Mahabubul Alam

M Sha Congzhou

Jian Wang

Nikolay V Dokholyan

...

2021/12/5

Quantum generative models for small molecule drug discovery

IEEE transactions on quantum engineering

Junde Li

Rasit O Topaloglu

Swaroop Ghosh

2021/8/23

Quantum Computing at the Intersection of Engineering, Technology, Science, and Societal Need: Design of NGSS-aligned Quantum Drug Discovery Lessons for Middle School Students

Middle Atlantic ASEE Section Spring 2021 Conference

Amy Voss Farris

Anna Eunji

2021/6

Noise resilient compilation policies for quantum approximate optimization algorithm

Mahabubul Alam

Abdullah Ash-Saki

Junde Li

Anupam Chattopadhyay

Swaroop Ghosh

2020/11/2

Quantum-soft qubo suppression for accurate object detection

Junde Li

Swaroop Ghosh

2020/8/23

FAuto: An efficient GMM-HMM FPGA implementation for behavior estimation in autonomous systems

Junde Li

Navyata Gattu

Swaroop Ghosh

2020/7/19

Hierarchical improvement of quantum approximate optimization algorithm for object detection

Junde Li

Mahabubul Alam

Abdullah Ash Saki

Swaroop Ghosh

2020/3/25

See List of Professors in Junde Li University(Penn State University)

Co-Authors

H-index: 38
Anupam Chattopadhyay

Anupam Chattopadhyay

Nanyang Technological University

H-index: 33
Swaroop Ghosh

Swaroop Ghosh

Penn State University

H-index: 19
Mahabubul Alam

Mahabubul Alam

Penn State University

H-index: 16
Abdullah Ash Saki

Abdullah Ash Saki

Penn State University

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