| 2026 | AAAI | Compensating Distribution Drifts in Continual Learning with Pre-trained Vision Transformers. | Xuan Rao, Simian Xu, Zheng Li, Bo Zhao, Derong Liu, Mingming Ha, Cesare Alippi |
| 2025 | ISNN | Distributed Fault-Tolerant Consensus Control Based on Zero-Sum Differential Games for Nonlinear Multi-agent Systems. | Jiawen Li, Mingduo Lin, Bo Zhao, Derong Liu |
| 2024 | ICONIP | Massive Multi-agent Mean-Field Game Using Online Federated Adaptive Critic-Density Learning. | Mingduo Lin, Guoling Yuan, Bo Zhao, Derong Liu |
| 2024 | IJCNN | ENAO: Evolutionary Neural Architecture Optimization in the Approximate Continuous Latent Space of a Deep Generative Model. | Zheng Li, Xuan Rao, Shaojie Liu, Bo Zhao, Derong Liu |
| 2024 | INDIN | Temporal Normalization Flow for Probabilistic Time Series Forecasting. | Jiarui Ye, Bo Zhao, Derong Liu |
| 2024 | SMC | Uncertainty-based Continual Learning for Neural Networks with Low-rank Variance Matrices. | Xuan Rao, Bo Zhao, Derong Liu |
| 2023 | ICONIP | Event-Triggered Constrained H | Shan Xue, Biao Luo, Derong Liu, Dongsheng Guo |
| 2020 | IWCMC | News keywords extraction algorithm based on TextRank and classified TF-IDF. | Xiong Ao, Xin Yu, Derong Liu, Hongkang Tian |
| 2019 | ASPDAC | Hardware-software co-design of slimmed optical neural networks. | Zheng Zhao, Derong Liu, Meng Li, Zhoufeng Ying, Lu Zhang, Biying Xu, Bei Yu, Ray T. Chen, David Z. Pan |
| 2019 | DATE | Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis. | Zheng Zhao, Derong Liu, Zhoufeng Ying, Biying Xu, Chenghao Feng, Ray T. Chen, David Z. Pan |
| 2019 | ICONIP | Local Near-Optimal Control for Interconnected Systems with Time-Varying Delays. | Qiuye Wu, Haowei Lin, Bo Zhao, Derong Liu |
| 2019 | IJCNN | Pinning Control for Synchronization of Drive-Response Memristive Neural Networks with Nonidentical Parameters. | Yueheng Li, Biao Luo, Derong Liu, Zhe Dong, Zhanyu Yang |
| 2019 | IJCNN | Distributed Adaptive Dynamic Programming Algorithm for Office Energy Control with Multiple Batteries. | Guang Shi, Chao Li, Bo Zhao, Qinglai Wei, Derong Liu |
| 2019 | IJCNN | Event-Triggered Adaptive Control for Discrete-Time Zero-Sum Games. | Ziyang Wang, Qinglai Wei, Derong Liu, Yanhong Luo |
| 2018 | DAC | OPERON: optical-electrical power-efficient route synthesis for on-chip signals. | Derong Liu, Zheng Zhao, Zheng Wang, Zhoufeng Ying, Ray T. Chen, David Z. Pan |
| 2018 | ICONIP | Event-Triggered Adaptive Dynamic Programming for Continuous-Time Nonlinear Two-Player Zero-Sum Game. | Shan Xue, Biao Luo, Derong Liu, Yueheng Li |
| 2018 | ICONIP | Local Tracking Control for Unknown Interconnected Systems via Neuro-Dynamic Programming. | Bo Zhao, Derong Liu, Mingming Ha, Ding Wang, Yancai Xu, Qinglai Wei |
| 2017 | DAC | Streak: Synergistic Topology Generation and Route Synthesis for On-Chip Performance-Critical Signal Groups. | Derong Liu, Vinicius S. Livramento, Salim Chowdhury, Duo Ding, Huy Vo, Akshay Sharma, David Z. Pan |
| 2017 | ICONIP | Partially-Directed-Topology-Based Consensus Control for Linear Multi-agent Systems. | Chunping Shi, Qinglai Wei, Derong Liu |
| 2017 | ICONIP | An Event-Triggered Heuristic Dynamic Programming Algorithm for Discrete-Time Nonlinear Systems. | Ziyang Wang, Qinglai Wei, Derong Liu |
| 2017 | ICONIP | Synchronization of Memristor-Based Time-Delayed Neural Networks via Pinning Control. | Zhanyu Yang, Biao Luo, Derong Liu |
| 2017 | ICONIP | Neuro-control of Nonlinear Systems with Unknown Input Constraints. | Bo Zhao, Xinliang Liu, Derong Liu, Yuanchun Li |
| 2017 | ISNN | Local Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems. | Qinglai Wei, Yancai Xu, Qiao Lin, Derong Liu, Ruizhuo Song |
| 2016 | DAC | Incremental layer assignment for critical path timing. | Derong Liu, Bei Yu, Salim Chowdhury, David Z. Pan |
| 2016 | ICONIP | Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. | Biao Luo, Derong Liu, Tingwen Huang, Chao Li |
| 2016 | ICONIP | Neural Dynamic Programming for Event-Based Nonlinear Adaptive Robust Stabilization. | Ding Wang, Hongwen Ma, Derong Liu, Huidong Wang |
| 2016 | ICONIP | Optimal Constrained Neuro-Dynamic Programming Based Self-learning Battery Management in Microgrids. | Qinglai Wei, Derong Liu |
| 2016 | ICONIP | Decentralized Stabilization for Nonlinear Systems with Unknown Mismatched Interconnections. | Bo Zhao, Ding Wang, Guang Shi, Derong Liu, Yuanchun Li |
| 2016 | IJCNN | Neural-network-based robust optimal control of uncertain nonlinear systems using model-free policy iteration algorithm. | Chao Li, Ding Wang, Derong Liu |
| 2016 | IJCNN | Distributed control of second-order nonlinear time-delayed multiagent systems with disturbance using neural networks. | Hongwen Ma, Derong Liu, Ding Wang |
| 2016 | IJCNN | An adaptive dynamic programming based method for optimization of electricity consumption in office buildings. | Guang Shi, Qinglai Wei, Derong Liu |
| 2016 | IJCNN | Optimal self-learning control scheme for discrete-time nonlinear systems using local value iteration. | Qinglai Wei, Derong Liu |
| 2016 | IJCNN | Adaptive dynamic programming based fault compensation control for nonlinear systems with actuator failures. | Bo Zhao, Derong Liu, Yuanchun Li, Guang Shi |
| 2016 | ISNN | Discrete-Time Two-Player Zero-Sum Games for Nonlinear Systems Using Iterative Adaptive Dynamic Programming. | Qinglai Wei, Derong Liu |
| 2015 | DAC | OSFA: a new paradigm of gate-sizing for power/performance optimizations under multiple operating conditions. | Subhendu Roy, Derong Liu, Junhyung Um, David Z. Pan |
| 2015 | ICCAD | TILA: Timing-Driven Incremental Layer Assignment. | Bei Yu, Derong Liu, Salim Chowdhury, David Z. Pan |
| 2015 | ICONIP | Distributed Control for Nonlinear Time-Delayed Multi-Agent Systems with Connectivity Preservation Using Neural Networks. | Hongwen Ma, Derong Liu, Ding Wang |
| 2015 | ICONIP | Robust Tracking Control of Uncertain Nonlinear Systems Using Adaptive Dynamic Programming. | Xiong Yang, Derong Liu, Qinglai Wei |
| 2015 | IJCNN | Approximate policy iteration with unsupervised feature learning based on manifold regularization. | Hongliang Li, Derong Liu, Ding Wang |
| 2015 | IJCNN | Data-driven virtual reference controller design for high-order nonlinear systems via neural network. | Pengfei Yan, Derong Liu, Ding Wang |
| 2015 | ISNN | H ∞ Control Synthesis for Linear Parabolic PDE Systems with Model-Free Policy Iteration. | Biao Luo, Derong Liu, Xiong Yang, Hongwen Ma |
| 2015 | ISNN | A New Discrete-Time Iterative Adaptive Dynamic Programming Algorithm Based on Q-Learning. | Qinglai Wei, Derong Liu |
| 2014 | ICONIP | Discrete-Time Nonlinear Generalized Policy Iteration for Optimal Control Using Neural Networks. | Qinglai Wei, Derong Liu, Xiong Yang |
| 2014 | IJCNN | Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems. | Hongliang Li, Derong Liu, Ding Wang, Chao Li |
| 2014 | IJCNN | Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm. | Fuxiao Tan, Derong Liu, Xinping Guan, Bin Luo |
| 2014 | IJCNN | Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning. | Xiong Yang, Derong Liu, Qinglai Wei |
| 2014 | ISNN | Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems. | Xiong Yang, Derong Liu, Qinglai Wei |
| 2013 | ICONIP | Integral Policy Iteration for Zero-Sum Games with Completely Unknown Nonlinear Dynamics. | Hongliang Li, Derong Liu, Ding Wang |
| 2013 | ICONIP | Observer-Based Adaptive Output Feedback Control for Nonaffine Nonlinear Discrete-Time Systems Using Reinforcement Learning. | Xiong Yang, Derong Liu, Ding Wang |
| 2013 | ISCAS | Convergence analysis of continuous-time systems based on feedforward neural networks. | Yuzhu Huang, Derong Liu, Qinglai Wei |
| 2013 | ISNN | Neural Network H ∞ Tracking Control of Nonlinear Systems Using GHJI Method. | Derong Liu, Yuzhu Huang, Qinglai Wei |
| 2013 | ISNN | Optimal Tracking Control Scheme for Discrete-Time Nonlinear Systems with Approximation Errors. | Qinglai Wei, Derong Liu |
| 2012 | ICONIP | Generalized Hamilton-Jacobi-Isaacs Formulation-Based Neural Network H ∞ Control for Constrained Input Nonlinear Systems. | Yuzhu Huang, Derong Liu, Qinglai Wei |
| 2012 | ICONIP | Nearly Optimal Control for Nonlinear Systems with Dead-Zone Control Input Based on the Iterative ADP Approach. | Dehua Zhang, Derong Liu, Qinglai Wei |
| 2012 | IJCNN | H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. | Derong Liu, Hongliang Li, Ding Wang |
| 2012 | IJCNN | Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. | Qinglai Wei, Derong Liu |
| 2012 | ISNN | Optimal Battery Management with ADHDP in Smart Home Environments. | Danilo Fuselli, Francesco De Angelis, Matteo Boaro, Derong Liu, Qinglai Wei, Stefano Squartini, Francesco Piazza |
| 2012 | ISNN | Temperature Control in Water-Gas Shift Reaction with Adaptive Dynamic Programming. | Yuzhu Huang, Derong Liu, Qinglai Wei |
| 2012 | ISNN | Self-learning Control Schemes for Two-Person Zero-Sum Differential Games of Continuous-Time Nonlinear Systems with Saturating Controllers. | Qinglai Wei, Derong Liu |
| 2012 | VTC | Optimal Cooperative Spectrum Sensing in Cognitive Radio with Taguchi Method. | Yingying Ma, Derong Liu |
| 2011 | IJCNN | Residential energy system control and management using adaptive dynamic programming. | Ting Huang, Derong Liu |
| 2011 | IJCNN | Neural-network-based optimal control for a class of nonlinear cdiscrete-time systems with control constraints using the citerative GDHP algorithm. | Derong Liu, Ding Wang, Dongbin Zhao |
| 2011 | IJCNN | Optimal control for discrete-time nonlinear systems with unfixed initial state using adaptive dynamic programming. | Qinglai Wei, Derong Liu |
| 2011 | ISNN | Optimal Control for a Class of Unknown Nonlinear Systems via the Iterative GDHP Algorithm. | Ding Wang, Derong Liu |
| 2011 | ISNN | Finite Horizon Optimal Tracking Control for a Class of Discrete-Time Nonlinear Systems. | Qinglai Wei, Ding Wang, Derong Liu |
| 2010 | IJCNN | Adaptive dynamic programming for a class of discrete-time non-affine nonlinear systems with time-delays. | Derong Liu, Qinglai Wei |
| 2009 | IJCNN | Adaptive dynamic programming for discrete-time systems with infinite horizon and ELEMENT OF -error bound in the performance cost. | Derong Liu, Ning Jin |
| 2009 | ISNN | LMI Based Global Asymptotic Stability Criterion for Recurrent Neural Networks with Infinite Distributed Delays. | Zhanshan Wang, Huaguang Zhang, Derong Liu, Jian Feng |
| 2009 | SMC | A Biologically Inspired Adaptive Nonlinear Control Strategy for Applications to Powertrain Control. | Hossein Javaherian, Ting Huang, Derong Liu |
| 2008 | IJCNN | e-Adaptive Dynamic Programming for discrete-time systems. | Derong Liu, Ning Jin |
| 2008 | ISNN | ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice. | Xiaofeng Lin, Shengyong Lei, Chunning Song, Shaojian Song, Derong Liu |
| 2008 | ISNN | Adaptive Dynamic Programming for a Class of Nonlinear Control Systems with General Separable Performance Index. | Qinglai Wei, Derong Liu, Huaguang Zhang |
| 2007 | IJCNN | Wavelet Basis Function Neural Networks. | Ning Jin, Derong Liu, Zhongyu Pang, Ting Huang |
| 2007 | IJCNN | Temperature Control in Precalcinator with Dual Heuristic Dynamic Programming. | Xiaofeng Lin, Zhigang Zhang, Derong Liu |
| 2007 | IJCNN | Neural Network Strategy for Sampling of Particle Filters on the Tracking Problem. | Zhongyu Pang, Derong Liu, Ning Jin, Zhuo Wang |
| 2007 | ISCAS | Global Asymptotic Stability of Recurrent Neural Networks with Time Varying Delays. | Huanxin Guan, Huaguang Zhang, Zhanshan Wang, Derong Liu |
| 2007 | ISCAS | A Brief Overview of the Complex Biological and Engineering Networks. | Jinhu Lu, Derong Liu |
| 2007 | ISNN | Classification of Obstructive Sleep Apnea by Neural Networks. | Zhongyu Pang, Derong Liu, Stephen R. Lloyd |
| 2007 | ISNN | On-Line Learning Control for Discrete Nonlinear Systems Via an Improved ADDHP Method. | Huaguang Zhang, Qinglai Wei, Derong Liu |
| 2006 | IJCNN | Automotive Engine Torque and Air-Fuel Ratio Control Using Dual Heuristic Dynamic Programming. | Hossein Javaherian, Derong Liu, Olesia Kovalenko |
| 2006 | ISCAS | Sequential blind extraction of instantaneous mixtures with arbitrary rank. | Sanqing Hu, Derong Liu, Jun Wang |
| 2006 | ISCAS | Global exponential stability of generalized neural networks with time-varying delays. | Gang Wang, Huaguang Zhang, Derong Liu |
| 2006 | ISNN | A New Fuzzy Identification Method Based on Adaptive Critic Designs. | Huaguang Zhang, Yanhong Luo, Derong Liu |
| 2005 | IJCNN | A self-organizing neural network approach for the identification of motifs with insertions and deletions in protein sequences. | Xiaoxu Xiong, Derong Liu, Huaguang Zhang |
| 2005 | ISCAS | Gradient-based methods for simultaneous blind separation of mixed source signals. | Sanqing Hu, Derong Liu, Huaguang Zhang |
| 2005 | ISCAS | Chaotification of nonlinear systems described by the fuzzy hyperbolic model. | Zhiliang Wang, Huaguang Zhang, Derong Liu |
| 2005 | ISCAS | Stability analysis for switched systems with continuous-time and discrete-time subsystems: a Lie algebraic approach. | Guisheng Zhai, Derong Liu, Joe Imae, Tomoaki Kobayashi |
| 2005 | ISNN | Robust Stability Analysis of a Class of Hopfield Neural Networks with Multiple Delays. | Huaguang Zhang, Ce Ji, Derong Liu |
| 2005 | ISNN | Exponential Stability Analysis of Neural Networks with Multiple Time Delays. | Huaguang Zhang, Zhanshan Wang, Derong Liu |
| 2004 | IJCNN | A new condition for the global robust exponential periodicity of interval neural networks with delays. | Changyin Sun, Derong Liu, Chun-Bo Feng |
| 2004 | ISCAS | Sequential blind extraction of mixed source signals with guaranteed convergence. | Derong Liu, Sanqing Hu |
| 2003 | IJCNN | New results on exponential periodicity of delayed neural networks. | Changyin Sun, Derong Liu, Chun-Bo Feng |
| 2003 | ISCAS | Output convergence analysis of continuous-time recurrent neural networks. | Derong Liu, Sanqing Hu |
| 2002 | ISCAS | Criteria for asymptotic stability of a class of discrete systems with multiple independent variables. | Alexander Molchanov, Derong Liu |
| 2001 | GLOBECOM | A heuristic approach for measurement-based admission control with variable-size window. | Derong Liu, Ying Cai |
| 2001 | ISCAS | Robust stability of a class of nonlinear time-varying discrete systems. | Derong Liu, Alexander Molchanov |
| 2000 | ICCCN | A new traffic model for MPEG encoded videos in ATM networks. | Derong Liu, Endre I. Sra |
| 1999 | ISCAS | Design of bidirectional associative memories based on the perceptron training technique. | Ismail Salih, Stanley H. Smith, Derong Liu |
| 1993 | ISCAS | Asympototic stability of two-dimensional digital filters with overflow nonlinearities. | Derong Liu, Anthony N. Michel |
| 1993 | ISCAS | Analysis and synthesis of a class of neural networks with sparse interconnections. | Derong Liu, Anthony N. Michel |
| 1993 | IWANN | Sparsely Interconnected Artificial Neural Networks for Associative Memories. | Derong Liu, Anthony N. Michel |