Derong Liu

Chongqing University of Science and Technology — China

Computer Science · Physical Sciences

103h-index33.4kcitations918works5.82yr avg
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Research Topics

Adaptive Dynamic Programming Control(405), Adaptive Control of Nonlinear Systems(211), Reinforcement Learning in Robotics(157), Frequency Control in Power Systems(122), Neural Networks and Applications(95)

Publications914 total

Compensating Distribution Drifts in Class-incremental Learning of Pre-trained Vision Transformers
arXiv (Cornell University)·2025Open Access
Magnetic resonance imaging-based radiomics of mesorectum for predicting extramural venous invasion in patients with rectal cancer: a bi-centric study
2025Open Access
Development and Validation of a Predictive Model for Occult Liver Metastasis in Pancreatic Ductal Adenocarcinoma Using Subjective Imaging and Clinical Data
Cancer Medicine·2025Open Access
Federated Learning Adaptive Dynamic Programming for Massive Multiagent Mean-Field Games-Based Optimal Consensus
IEEE Transactions on Cybernetics·2025· 1 cited
Design Strategies and Advanced Methods for Cathode Engineering in Aqueous Zinc‐Iodine Batteries
Small Methods·2025· 3 cited
Cross-linked genes analysis of programmed cell death and network pharmacological validation after spinal cord injury
Biochemical and Biophysical Research Communications·2025
CLAD: Criterion learner and attention distillation for automated CNN prunning
Journal of Automation and Intelligence·2025Open Access
Distributed Fault-Tolerant Consensus Control Based on Zero-Sum Differential Games for Nonlinear Multi-agent Systems
Lecture notes in computer science·2025
Distributed Optimal Containment Control of Wheeled Mobile Robots via Adaptive Dynamic Programming
IEEE Transactions on Systems Man and Cybernetics Systems·2025· 9 cited
FX-DARTS: Designing Topology-Unconstrained Architectures With Differentiable Architecture Search and Entropy-BasedSuper-Network Shrinking
IEEE Transactions on Neural Networks and Learning Systems·2025· 1 cited
Event-Triggered Impulsive Controller Design of Continuous Nonlinear Systems Using Liquid-Updating ADP
IEEE Transactions on Circuits and Systems I Regular Papers·2025
Parallel Multistep Evaluation With Efficient Data Utilization for Safe Neural Critic Control and Its Application to Orbital Maneuver Systems
IEEE Transactions on Neural Networks and Learning Systems·2025· 2 cited
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking
arXiv (Cornell University)·2025Open Access
DNAD: Differentiable Neural Architecture Distillation
arXiv (Cornell University)·2025Open Access
On robust learning of memory attractors with noisy deep associative memory networks
Neural Networks·2025
Event-triggered control for input-constrained nonzero-sum games through particle swarm optimized neural networks
Neural Networks·2025· 4 cited
Improved cost function-based fault tolerant control for nonlinear systems with simultaneous faults
Neurocomputing·2025· 1 cited
Fuzzy Logic and Computational Intelligence
2025· 1 citedOpen Access
Dynamic event-triggering adaptive dynamic programming for robust stabilization of partially unknown nonlinear systems
Neurocomputing·2025· 2 cited
Integral Reinforcement Learning-Based Dynamic Event-Triggered Nonzero-Sum Games of USVs
IEEE Transactions on Cybernetics·2025· 18 cited
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Frequent Co-authors

Ding Wang(20), Qinglai Wei(19), Biao Luo(5), Xiong Yang(5), Hongliang Li(5), Fei‐Yue Wang(4), Huaguang Zhang(4), Dongbin Zhao(4), Bo Zhao(4), Frank L. Lewis(4), Ning Jin(3), Huai‐Ning Wu(3), Huaguang Zhang(3), Ruizhuo Song(3), Zhanshan Wang(2), Yanhong Luo(2), Hongliang Li(2), Hanquan Lin(2), Haibo He(2), Tingwen Huang(2)