Derong Liu
Scholar

Derong Liu

Google Scholar ID: hiB8lVkAAAAJ
Publishing from ND GMR Stevens UIC CASIA USTB GDUT SUSTech
Nonlinear dynamical systemsadaptive dynamic programmingintelligent controlrecurrent neural networks
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Citations & Impact
All-time
Citations
13,474
 
H-index
64
 
i10-index
183
 
Publications
20
 
Co-authors
39
list available
Publications
6 items
Scalable Analytic Classifiers with Associative Drift Compensation for Class-Incremental Learning of Vision Transformers
2026
Cited
0
Compensating Distribution Drifts in Class-incremental Learning of Pre-trained Vision Transformers
2025
Cited
0
DNAD: Differentiable Neural Architecture Distillation
2025
Cited
1
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking
2025
Cited
0
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks
arXiv.org · 2022
Cited
3
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks
arXiv.org · 2022
Cited
3
Resume
Academic Achievements
  • Editorial Board Member:
  • - Artificial Intelligence Review
  • - IEEE/CAA Journal of Automatica Sinica
  • - CAAI Artificial Intelligence Research
  • - IEEE Trans. Neural Networks and Learning Systems
  • Academic Organization Membership:
  • - IEEE CIS
  • - IEEE Guangzhou
  • - IEEE China
  • - INNS
  • - IAPR
  • - APNNS
  • - CAA
  • - CAAI
  • - AAIA
  • - Academia Europaea
Research Experience
  • Work Experience:
  • - Southern University of Science and Technology
  • - Guangdong University of Technology
  • - University of Science and Technology Beijing
  • - The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
  • - University of Illinois Chicago
  • - Stevens Institute of Technology
  • - University of Notre Dame
  • - University of Chinese Academy of Sciences
  • - Nanjing University of Science and Technology
Background
  • Research Interests: Artificial Intelligence, Automatic Control, etc.
  • Introduction: Professor Derong Liu is an expert in the fields of artificial intelligence and automatic control.
Co-authors
8 total
Bo Zhao
Bo Zhao
Associate Professor, Beijing Normal University, Chinese Academy of Sciences, Jilin University
Dongbin Zhao
Dongbin Zhao
Institute of Automation, Chinese Academy of Sciences
Ning Jin
Ning Jin
University of Illinois at Chicago
Cesare Alippi
Cesare Alippi
Università della Svizzera italiana, Politecnico di Milano
Tingwen Huang
Tingwen Huang
Shenzhen University of Advanced Technology, China
Zeng-Guang Hou
Zeng-Guang Hou
Professor and Deputy Director, SKLMCCS, Institute of Automation, Chinese Academy of Sciences
Bhaskar DasGupta
Bhaskar DasGupta
Professor of Computer Science, University of Illinois at Chicago
Qichao Zhang
Qichao Zhang
中国科学院自动化研究所