Stable and Real-Time Scheduling of a Class of Hybrid Dynamic Systems. - Qianchuan Zhao; Da-Zhong Zheng (Discret. Event Dyn. Syst., 1999)

Structure properties of min-max systems and existence of global cycle time. - Qianchuan Zhao; Da-Zhong Zheng; Xinping Zhu (IEEE Trans. Autom. Control., 2001)

Model reduction for fork/join overhaul & repair systems with rotable inventory. - Guoyu Tu; Qianchuan Zhao; Peter B. Luh; Jihua Wang (IROS, 2003)

Note on Structural Properties and Sizes of Eigenspaces of Min-max Functions. - Qianchuan Zhao; Da-Zhong Zheng (POSTA, 2003)

On stabilization of min-max systems. - Qianchuan Zhao; Da-Zhong Zheng (Autom., 2003)

The no free lunch theorems: complexity and security. - Yu-Chi Ho; Qianchuan Zhao; David L. Pepyne (IEEE Trans. Autom. Control., 2003)

Optimal dynamic voltage scaling in power-limited systems with real-time constraints. - Jianfeng Mao; Qianchuan Zhao; Christos G. Cassandras (CDC, 2004)

An optimization method for joint replacement decisions in maintenance. - Guoyu Tu; Peter B. Luh; Qianchuan Zhao; Robert N. Tomastik (CDC, 2004)

Clusters Partition and Sensors Configuration for Target Tracking in Wireless Sensor Networks. - Yongcai Wang; Dianfei Han; Qianchuan Zhao; Xiaohong Guan; Da-Zhong Zheng (ICESS, 2004)

Joint replacement optimization for multi-part maintenance problems. - Tao Sun; Qianchuan Zhao; Peter B. Luh; Robert N. Tomastik (IROS, 2004)

ProgramID. - Yu-Chi Ho; David L. Pepyne; Qianchuan Zhao; Hong Liu 019; Qin Yu; Brent Dukes (Discret. Event Dyn. Syst., 2004)

The balance problem of min-max systems is co-NP hard. - Ke Yang 005; Qianchuan Zhao (Syst. Control. Lett., 2004)

A remark on inseparability of min-max systems. - Qianchuan Zhao (IEEE Trans. Autom. Control., 2004)

Planning Remanufacturing Systems by Constrained Ordinal Optimization Method with Feasibility Model. - Chen Song; Xiaohong Guan; Qianchuan Zhao; Qing-Shan Jia (CDC/ECC, 2005)

Output Feedback Variable Structure Control of Uncertain Linear Systems. - Ning Wang; Wenli Xu; Qianchuan Zhao (CDC/ECC, 2005)

Performance Bounds for a Class of Workflow Diagrams. - Qianchuan Zhao (ICIC (2), 2005)

Machine learning approach for determining feasible plans of a remanufacturing system. - Chen Song; Xiaohong Guan; Qianchuan Zhao; Yu-Chi Ho (IEEE Trans Autom. Sci. Eng., 2005)

A remark on "Scalar equations for synchronous Boolean networks with biological Applications" by C. Farrow, J. Heidel, J. Maloney, and J. Rogers. - Qianchuan Zhao (IEEE Trans. Neural Networks, 2005)

A method based on Kolmogorov complexity to improve the efficiency of strategy optimization with limited memory space. - Qing-Shan Jia; Qian-Chuan Zhao; Yu-Chi Ho (ACC, 2006)

Service Selection Modeling in Networked Environments. - Ruixi Yuan; Qianchuan Zhao; Hong Cai; Wenyu Wang; Hui Li (ICEBE, 2006)

A SVM-based Method for Engine Maintenance Strategy Optimization. - Qing-Shan Jia; Qianchuan Zhao (ICRA, 2006)

Estimation of Optimal Elevator Scheduling Performance. - Jin Sun 008; Qianchuan Zhao; Peter B. Luh; Mikhail J. Atalla (ICRA, 2006)

Constrained Ordinal Optimization - A Feasibility Model Based Approach. - Xiaohong Guan; Chen Song; Yu-Chi Ho; Qianchuan Zhao (Discret. Event Dyn. Syst., 2006)

The Equivalence between Ordinal Optimization in Deterministic Complex Problems and in Stochastic Simulation Problems. - Yu-Chi Ho; Qing-Shan Jia; Qianchuan Zhao (Discret. Event Dyn. Syst., 2006)

Comparison of selection rules for ordinal optimization. - Qing-Shan Jia; Yu-Chi Ho; Qianchuan Zhao (Math. Comput. Model., 2006)

Formal verification of statecharts using finite-state model checkers. - Qianchuan Zhao; Bruce H. Krogh (IEEE Trans. Control. Syst. Technol., 2006)

Optimal Dynamic Spectrum Access via Periodic Channel Sensing. - Qianchuan Zhao; Stefan Geirhofer; Lang Tong 001; Brian M. Sadler (WCNC, 2007)

Energy-Efficient Sensing Coverage and Communication for Wireless Sensor Networks. - Xi Chen 036; Qianchuan Zhao; Xiaohong Guan (J. Syst. Sci. Complex., 2007)

Incremental Value Iteration for Time-Aggregated Markov-Decision Processes. - Tao Sun; Qianchuan Zhao; Peter B. Luh (IEEE Trans. Autom. Control., 2007)

Optimal Dynamic Voltage Scaling in Energy-Limited Nonpreemptive Systems with Real-Time Constraints. - Jianfeng Mao; Christos G. Cassandras; Qianchuan Zhao (IEEE Trans. Mob. Comput., 2007)

An enhanced nested partitions method. - Jin Sun 008; Qianchuan Zhao; Peter B. Luh (CASE, 2008)

A unified optimization framework for population-based methods. - Jin Sun 008; Qianchuan Zhao; Peter B. Luh (CASE, 2008)

Efficient simulation for serial production lines based on aggregated event-scheduling. - Yanjia Zhao; Chao-Bo Yan; Qianchuan Zhao; Ningjian Huang; Jingshan Li; Xiaohong Guan (CASE, 2008)

Event-based optimization for dispatching policies in material handling systems of general assembly lines. - Yanjia Zhao; Qianchuan Zhao; Qing-Shan Jia; Xiaohong Guan; Xi-Ren Cao (CDC, 2008)

Robust Stability Analysis for Autonomous Min-Max Systems. - Qianchuan Zhao; Da-Zhong Zheng (Eur. J. Control, 2008)

Optimization of Joint Replacement Policies for Multipart Systems by a Rollout Framework. - Tao Sun; Qianchuan Zhao; Peter B. Luh; Robert N. Tomastik (IEEE Trans Autom. Sci. Eng., 2008)

A Structure Property of Optimal Policies for Maintenance Problems WithSafety-Critical Components. - Li Xia; Qianchuan Zhao; Qing-Shan Jia (IEEE Trans Autom. Sci. Eng., 2008)

Time separations of cyclic event rule systems with min-max timing constraints. - Qianchuan Zhao; Jianfeng Mao; Tao Ye (Theor. Comput. Sci., 2008)

On the performance of cognitive access with periodic spectrum sensing. - Xin Li; Qianchuan Zhao; Xiaohong Guan; Lang Tong 001 (CoRoNet@MobiCom, 2009)

Strategy optimization for controlled Markov process with descriptive complexity constraint. - Qing-Shan Jia; QianChuan Zhao (Sci. China Ser. F Inf. Sci., 2009)

Ordinal Optimization and Quantification of Heuristic Designs. - Zhen Shen; Yu-Chi Ho; Qianchuan Zhao (Discret. Event Dyn. Syst., 2009)

Sensing and Communication Tradeoff for Cognitive Access of Continues-Time Markov Channels. - Xin Li; Qianchuan Zhao; Xiaohong Guan; Lang Tong 001 (WCNC, 2010)

A formal model for analyzing drug combination effects and its application in TNF-α-induced NFκB pathway. - Han Yan; Bo Zhang; Shao Li; Qianchuan Zhao (BMC Syst. Biol., 2010)

Quantifying Heuristics in the Ordinal Optimization Framework. - Zhen Shen; Qianchuan Zhao; Qing-Shan Jia (Discret. Event Dyn. Syst., 2010)

Optimization of Group Elevator Scheduling With Advance Information. - Jin Sun 008; Qianchuan Zhao; Peter B. Luh (IEEE Trans Autom. Sci. Eng., 2010)

Formulation and a Simulation-Based Algorithm for Line-Side Buffer Assignment Problem in Systems of General Assembly Line With Material Handling. - Chao-Bo Yan; Qianchuan Zhao; Ningjian Huang; Guoxian Xiao; Jingshan Li (IEEE Trans Autom. Sci. Eng., 2010)

Efficient Simulation Method for General Assembly Systems With Material Handling Based on Aggregated Event-Scheduling. - Yanjia Zhao; Chao-Bo Yan; Qianchuan Zhao; Ningjian Huang; Jingshan Li; Xiaohong Guan (IEEE Trans Autom. Sci. Eng., 2010)

Fire evacuation model with confidence intervals. - Yuan Gao; Peter B. Luh; Qianchuan Zhao; Hui Zhang 016; Nan Wu 006; Lifeng Qiao (CASE, 2011)

Simulation based evaluation and optimization for energy consumption of a typical welding shop. - Hao Liu; Qianchuan Zhao; Weihua Cao; Ningjian Huang; Xiang Zhao (CASE, 2011)

Optimal Cognitive Access of Markovian Channels under Tight Collision Constraints. - Xin Li; Qianchuan Zhao; Xiaohong Guan; Lang Tong 001 (IEEE J. Sel. Areas Commun., 2011)

Efficient topology optimization for a wired networked system by adding wireless communication. - Hengtao Wang; Qianchuan Zhao; Qing-Shan Jia; Xiaohong Guan (ACC, 2012)

Control system simulation for 360MN extrusion machine based on physical model. - Wei Li; Wanzhou Li; Fei Peng; Qianchuan Zhao (CASE, 2012)

Estimation of occupant distribution by detecting the entrance and leaving events of zones in building. - Hengtao Wang; Qing-Shan Jia; Yulin Lei; Qianchuan Zhao; Xiaohong Guan (MFI, 2012)

Integrated control of blind and lights in daily office environment. - Zhijin Cheng; Li Xia; Qianchuan Zhao; Yin Zhao; Fulin Wang; Fangting Song (CASE, 2013)

A unified control framework of HVAC system for thermal and acoustic comforts in office building. - Yin Zhao; Qianchuan Zhao; Li Xia; Zhijin Cheng; Fulin Wang; Fangting Song (CASE, 2013)

Modeling individual complaint behavior in daily office environment using a novel one-class, multi-linear classifier. - Yin Zhao; Qianchuan Zhao; Fulin Wang; Yi Jiang; Fan Zhang (ICCA, 2013)

An angle-based dissimilarity for accelerating the clustering of dynamic data in networks. - Cangqi Zhou; Qianchuan Zhao; Ruixi Yuan (ICNSC, 2013)

Consensus Predictive Control for 360MN Extrusion Machine. - Hongbin Yang; Wanzhou Li; Qianchuan Zhao; Fei Peng (ICONS, 2013)

System identification for output-dependent bounded noises and its application in learning personalized thermal comfort model. - Yin Zhao; Qianchuan Zhao (ICRA, 2013)

On optimisation of cluster-based sensor network tracking system. - Yongcai Wang; Qianchuan Zhao; Dazhong Zheng; Xiaohong Guan (Int. J. Ad Hoc Ubiquitous Comput., 2013)

A Unified Effective Method for Aggregating Multi-Machine Stages in Production Systems. - Chao-Bo Yan; Qianchuan Zhao (IEEE Trans. Autom. Control., 2013)

A Simulation-Based Tool for Energy Efficient Building Design for a Class of Manufacturing Plants. - Hao Liu; Qianchuan Zhao; Ningjian Huang; Xiang Zhao (IEEE Trans Autom. Sci. Eng., 2013)

Reconfiguring Networked Infrastructures by Adding Wireless Communication Capabilities to Selected Nodes. - Hengtao Wang; Qianchuan Zhao; Xiaohong Guan; Qing-Shan Jia; Li Li (IEEE Trans. Wirel. Commun., 2013)

Experimental study of group thermal comfort model. - Qianchuan Zhao; Zhijin Cheng; Fulin Wang; Yi Jiang; Jinlei Ding (CASE, 2014)

On the playback continuity of mobile video streaming systems over HTTP. - Yuheng Li; Qianchuan Zhao (ICNSC, 2014)

Statistical analysis of the random failure model of high-speed railway equipments. - Fenfang Zhou; Li Xia; Qianchuan Zhao; Ming Jiang (ICNSC, 2014)

Pinning synchronization with low energy cost. - Fuzhong Nian; Qianchuan Zhao (Commun. Nonlinear Sci. Numer. Simul., 2014)

Efficient Time Series Clustering and Its Application to Social Network Mining. - Cangqi Zhou; Qianchuan Zhao (J. Intell. Syst., 2014)

Experimental assessment of a satisfaction based thermal comfort control for a group of occupants. - Qianchuan Zhao; Zhijin Cheng; Fulin Wang; Zheliang Chen; Yi Jiang; Zhipeng Zhong (CASE, 2015)

Showcase for a satisfaction based group comfort control system. - Qianchuan Zhao; Zhijin Cheng; Fulin Wang; Zheliang Chen; Yi Jiang; Zhipeng Zhong (CASE, 2015)

The CPS-Based Simulation of Indoor Thermal Comfort Control with Energy Saving. - Jinlong Wang; Qianchuan Zhao; Yin Zhao (Int. J. Interdiscip. Telecommun. Netw., 2015)

Understanding Watching Patterns of Live TV Programs on Mobile Devices: A Content Centric Perspective. - Yuheng Li; Qianchuan Zhao (KSII Trans. Internet Inf. Syst., 2015)

A Decentralized Stay-Time Based Occupant Distribution Estimation Method for Buildings. - Qing-Shan Jia; Hengtao Wang; Yulin Lei; Qianchuan Zhao; Xiaohong Guan (IEEE Trans Autom. Sci. Eng., 2015)

Bayesian Prediction-Based Energy-Saving Algorithm for Embedded Intelligent Terminal. - Chen Hou; Qianchuan Zhao (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Case studies of fault diagnosis and energy saving in buildings using data mining techniques. - Zhijin Cheng; Qianchuan Zhao; Fulin Wang; Zheliang Chen; Yi Jiang; Yun Li (CASE, 2016)

Fault diagnosis of high-speed railway turnout based on support vector machine. - Fenfang Zhou; Li Xia; Wei Dong; Xinya Sun; Xiang Yan; Qianchuan Zhao (ICIT, 2016)

Renewable-load matching dispatch for isolated power systems with intermittent renewable sources. - Ying Shen; Qianchuan Zhao; Mingyang Li (Int. J. Simul. Process. Model., 2016)

A New Optimal Algorithm for Energy Saving in Embedded System With Multiple Sleep Modes. - Chen Hou; Qianchuan Zhao (IEEE Trans. Very Large Scale Integr. Syst., 2016)

Complexity analysis of reinforcement learning and its application to robotics. - Bocheng Li; Li Xia; Qianchuan Zhao (CASE, 2017)

Efficiency analysis of series machines under operation-dependent-failures. - Chao-Bo Yan; Qianchuan Zhao (CASE, 2017)

Occupancy detection in elevator car by fusing analysis of dual videos. - Jianhong Zou; Qianchuan Zhao (CASE, 2017)

Video object segmentation using background model based on pixel time series clustering. - Jianhong Zou; Qianchuan Zhao (ICAC, 2017)

The trade-off between security and performance of encrypted networked control systems. - Haijin Ding; Qianchuan Zhao; Rebing Wu (IECON, 2017)

Stopping-Time Management of Smart Sensing Nodes Based on Tradeoffs Between Accuracy and Power Consumption. - Chen Hou; Qianchuan Zhao (IEEE Trans. Very Large Scale Integr. Syst., 2017)

Case Study of An Energy-Saving Game for Public Buildings. - Zhijin Cheng; Qianchuan Zhao; Tamer Basar (CASE, 2018)

A Distributed Algorithm for Sensor Fault Detection. - Ziyou Zhang; Qianchuan Zhao; Wen Yang (CASE, 2018)

Enhancing the Security of Multi-agent Networked Control Systems Using QKD based Homomorphic Encryption. - Hai-Jin Ding; Zi-Xiao Wang 001; Re-Bing Wu; Qian-Chuan Zhao (CDC, 2018)

Decentralized Differential Evolutionary Algorithm for Large-Scale Networked Systems. - Guanghong Han; Xi Chen 036; Qianchuan Zhao (ICSCIB, 2018)

Attendance and Security System Based on Building Video Surveillance. - Kailai Sun; Qianchuan Zhao; Jianhong Zou; Xiaoteng Ma (ICSCIB, 2018)

A Distributed Algorithm for Building Space Topology Matching. - Yifan Wang 015; Qianchuan Zhao (ICSCIB, 2018)

Insect Intelligent Building (I2B): A New Architecture of Building Control Systems Based on Internet of Things (IoT). - Qianchuan Zhao; Ziyan Jiang (ICSCIB, 2018)

A P2P Algorithm for Energy Saving of a Parallel-Connected Pumps System. - Qianchuan Zhao; Xuetao Wang; Yifan Wang 015; Ziyan Jiang; Yunchuang Dai (ICSCIB, 2018)

Dynamics of delayed switched nonlinear systems with applications to cascade systems. - Xingwen Liu; Shouming Zhong; Qianchuan Zhao (Autom., 2018)

Stability analysis of a class of switched nonlinear systems with delays: A trajectory-based comparison method. - Xingwen Liu; Qianchuan Zhao; Shouming Zhong (Autom., 2018)

Networked Control Systems Secured by Quantum Key Distribution. - Hai-Jin Ding; Re-Bing Wu; Qian-Chuan Zhao (CoRR, 2018)

Project report: new generation intelligent building platform techniques. - Qianchuan Zhao; Li Xia; Ziyan Jiang (Energy Inform., 2018)

Relief materials vehicles planning in natural disasters. - Qun Shi; Wen Yang; Zhen-Ming Yang; Qian-Chuan Zhao (IEEE CAA J. Autom. Sinica, 2018)

Optimization of Web Service-Based Control System for Balance Between Network Traffic and Delay. - Chen Hou; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2018)

Analytical Approach to Estimate Efficiency of Series Machines in Production Lines. - Chao-Bo Yan; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2018)

An efficient method to find communities in K-partite networks. - Liang Feng; Qianchuan Zhao; Cangqi Zhou (ASONAM, 2019)

A Multi-Stage Dispatching and Scheduling Algorithm for Individualized Public Transportation System. - Zhenming Yang; Xuetao Wang; Chenghao Li 002; Qianchuan Zhao (CASE, 2019)

An Automated Grader for Chinese Essay Combining Shallow and Deep Semantic Attributes. - Yiqin Yang; Li Xia; Qianchuan Zhao (IEEE Access, 2019)

Fairness Control of Traffic Light via Deep Reinforcement Learning. - Chenghao Li 002; Xiaoteng Ma; Li Xia; Qianchuan Zhao; Jun Yang 028 (CASE, 2020)

Distributional Soft Actor Critic for Risk Sensitive Learning. - Xiaoteng Ma; Qiyuan Zhang; Li Xia; Zhengyuan Zhou; Jun Yang 028; Qianchuan Zhao (CoRR, 2020)

SOAC: The Soft Option Actor-Critic Architecture. - Chenghao Li 002; Xiaoteng Ma; Chongjie Zhang; Jun Yang 028; Li Xia; Qianchuan Zhao (CoRR, 2020)

Improving performances of Top-N recommendations with co-clustering method. - Liang Feng; Qianchuan Zhao; Cangqi Zhou (Expert Syst. Appl., 2020)

Touch: A Textual Programming Language for Developing APPs of Insect Intelligent Building. - Wenjie Chen; Qiliang Yang; Ziyan Jiang; Jianchun Xing; Qianchuan Zhao; Qizhen Zhou; Deshuai Han (Sci. Program., 2020)

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. - Xiaoteng Ma; Yiqin Yang; Chenghao Li 002; Yiwen Lu; Qianchuan Zhao; Jun Yang 028 (AAMAS, 2021)

Average-Reward Reinforcement Learning with Trust Region Methods. - Xiaoteng Ma; Xiaohang Tang; Li Xia; Jun Yang 028; Qianchuan Zhao (IJCAI, 2021)

Celebrating Diversity in Shared Multi-Agent Reinforcement Learning. - Chenghao Li 002; Tonghan Wang 001; Chengjie Wu; Qianchuan Zhao; Jun Yang 028; Chongjie Zhang (NeurIPS, 2021)

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. - Yiqin Yang; Xiaoteng Ma; Chenghao Li 002; Zewu Zheng; Qiyuan Zhang; Gao Huang 001; Jun Yang 028; Qianchuan Zhao (NeurIPS, 2021)

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. - Xiaoteng Ma; Yiqin Yang; Chenghao Li 002; Yiwen Lu; Qianchuan Zhao; Yang Jun (CoRR, 2021)

MGPSN: Motion-Guided Pseudo Siamese Network for Indoor Video Head Detection. - Kailai Sun; Xiaoteng Ma; Qianchuan Zhao; Peng Liu 008 (CoRR, 2021)

Optimal Dynamic Duct Static Pressure Method in a Multi-Zone Variable Air Volume System. - Xuetao Wang; Qianchuan Zhao; Yifan Wang 015; Tian Xing (IEEE Robotics Autom. Lett., 2021)

Optimization of Web Service-Based Data-Collection System With Smart Sensor Nodes for Balance Between Network Traffic and Sensing Accuracy. - Chen Hou; Qianchuan Zhao; Tamer Basar (IEEE Trans Autom. Sci. Eng., 2021)

A Novel Distributed Optimal Dynamic Duct Static Pressure Method in Multi-Zone Variable Air Volume Systems. - Xuetao Wang; Qianchuan Zhao; Yifan Wang 015; Hu Yan (CASE, 2022)

Research on Multi-temporal Cloud Removal Using D-S Evidence Theory and Cloud Segmentation Model. - Xinwei Wang; Kailai Sun; Qianchuan Zhao; Jianhong Zou (CICAI (1), 2022)

Offline Reinforcement Learning with Value-based Episodic Memory. - Xiaoteng Ma; Yiqin Yang; Hao Hu 006; Jun Yang 028; Chongjie Zhang; Qianchuan Zhao; Bin Liang 001; Qihan Liu (ICLR, 2022)

On the Role of Discount Factor in Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (ICML, 2022)

Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation. - Xiaoteng Ma; Zhipeng Liang; Jose H. Blanchet; Mingwen Liu; Li Xia; Jiheng Zhang; Qianchuan Zhao; Zhengyuan Zhou (CoRR, 2022)

Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning. - Xiaoteng Ma; Shuai Ma; Li Xia; Qianchuan Zhao (J. Artif. Intell. Res., 2022)

Honeycomb: An open-source distributed system for smart buildings. - Tian Xing; Hu Yan; Kailai Sun; Yifan Wang 015; Xuetao Wang; Qianchuan Zhao (Patterns, 2022)

An Asynchronous Gradient Descent Based Method for Distributed Resource Allocation With Bounded Variables. - Yifan Wang 015; Qianchuan Zhao; Xuetao Wang (IEEE Trans. Autom. Control., 2022)

Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery. - Yiqin Yang; Hao Hu 006; Wenzhe Li; Siyuan Li 003; Jun Yang 028; Qianchuan Zhao; Chongjie Zhang (AAAI, 2023)

Efficient Policy Transfer in Large-Scale Traffic Light Control via Multi-Agent Hierarchical Reinforcement Learning. - Chenghao Li 002; Hu Yan; Qianchuan Zhao (CASE, 2023)

The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (ICLR, 2023)

Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract). - Xiaoteng Ma; Shuai Ma; Li Xia; Qianchuan Zhao (IJCAI, 2023)

The Provable Benefits of Unsupervised Data Sharing for Offline Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Qianchuan Zhao; Chongjie Zhang (CoRR, 2023)

Never Explore Repeatedly in Multi-Agent Reinforcement Learning. - Chenghao Li 002; Tonghan Wang 001; Chongjie Zhang; Qianchuan Zhao (CoRR, 2023)

Joint Optimization and Learning Approach for Smart Operation of Hydrogen-Based Building Energy Systems. - Liang Yu 001; Zhanbo Xu; Xiaohong Guan; Qianchuan Zhao; Chunxia Dou; Dong Yue 001 (IEEE Trans. Smart Grid, 2023)

Distributed Relative Localization Algorithms for Multi-Robot Networks: A Survey. - Shuo Wang 015; Yongcai Wang; Deying Li 001; Qianchuan Zhao (Sensors, 2023)

Optimal Control of Wireless Powered Edge Computing System for Balance Between Computation Rate and Energy Harvested. - Chen Hou; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2023)

Optimal Task-Offloading Control for Edge Computing System With Tasks Offloaded and Computed in Sequence. - Chen Hou; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2023)

A Warm-Start Strategy in Interior Point Methods for Shrinking Horizon Model Predictive Control With Variable Discretization Step. - Ziyou Zhang; Qianchuan Zhao; Fa-An Dai (IEEE Trans. Autom. Control., 2023)

A Learning-Based Method for Computing Control Barrier Functions of Nonlinear Systems With Control Constraints. - Ziyou Zhang; Qianchuan Zhao; Kailai Sun (IEEE Robotics Autom. Lett., 2023)

Stopping-Time Control of Multiple Smart Sensors Based on Tradeoffs Between Sensing Accuracy and Energy Consumption While Maintaining Energy Consumption Balance. - Chen Hou; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2023)

Learning Diverse Risk Preferences in Population-Based Self-Play. - Yuhua Jiang; Qihan Liu; Xiaoteng Ma; Chenghao Li 002; Yiqin Yang; Jun Yang 028; Bin Liang 001; Qianchuan Zhao (AAAI, 2024)

No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Qianchuan Zhao (AAAI, 2024)

Research and Implementation of Digital Twin Modeling and Simulation Platform. - Lingyun Yang; Junfan Zhang; Xiao Song; Qianchuan Zhao; Zhe Han; Yuchun Tu; Yongxuan Xie; Yuanyuan Hu (AsiaSim, 2024)

State Entropy Optimization in Markov Decision Processes. - Shuai Ma; Li Xia; Qianchuan Zhao (CASE, 2024)

Deep Reinforcement Learning-Based Symbolic Regression for PDE Discovery Using Spatio-Temporal Rewards. - Xizhe Wang; Hongbo Zhao 003; Qianchuan Zhao; Benben Jiang (CASE, 2024)

Bayesian Design Principles for Offline-to-Online Reinforcement Learning. - Hao Hu 006; Yiqin Yang; Jianing Ye; Chengjie Wu; Ziqing Mai; Yujing Hu; Tangjie Lv; Changjie Fan; Qianchuan Zhao; Chongjie Zhang (ICML, 2024)

3D Pose Estimation of Markerless Fish on Deep Learning. - Yuanchang Wang; Jianrong Cao; Ming Wang; Qianchuan Zhao; He Gao (NCAA (1), 2024)

A Novel Automatic Generation Method for Neural Network by Using Iterative Function System. - Ming Wang; Lingchen Zuo; Yanling Gong; Yuanyuan Song; Qianchuan Zhao; Xuehan Zheng; He Gao (NCAA (1), 2024)

SNN-CPG Hierarchical Control Enhanced Motion Performance of Robotic Fish Based on STDP. - Lingchen Zuo; Ming Wang; Yanling Gong; Ruilong Wang; Qianchuan Zhao; Xuehan Zheng; He Gao (NCAA (1), 2024)

A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion. - Kailai Sun; Zhou Yang; Qianchuan Zhao (CoRR, 2024)

Exploring Critical Testing Scenarios for Decision-Making Policies: An LLM Approach. - Weichao Xu; Huaxin Pei; Jingxuan Yang; Yuchen Shi; Yi Zhang; Qianchuan Zhao (CoRR, 2024)

Improved YOLOv8-GD deep learning model for defect detection in electroluminescence images of solar photovoltaic modules. - Yukang Cao; Dandan Pang; Qianchuan Zhao; Yi Yan; Yongqing Jiang; Chongyi Tian; Fan Wang; Julin Li (Eng. Appl. Artif. Intell., 2024)

Another way: Direct regression of meter readings for circular pointer meter images. - Dongsheng Ji; Wenbo Zhang; Wen Yang; Qianchuan Zhao (Eng. Appl. Artif. Intell., 2024)

Intracranial neural representation of phenomenal and access consciousness in the human brain. - Zepeng Fang; Yuanyuan Dang; Xiaoli Li; Qianchuan Zhao; Mingsha Zhang; Hulin Zhao (NeuroImage, 2024)

Economic Model Predictive Control in Buildings Based on Piecewise Linear Approximation of Predicted Mean Vote Index. - Hongyi Li; Jun Xu 008; Qianchuan Zhao; Sixin Wang (IEEE Trans Autom. Sci. Eng., 2024)

Episodic Novelty Through Temporal Distance. - Yuhua Jiang; Qihan Liu; Yiqin Yang; Xiaoteng Ma; Dianyu Zhong; Hao Hu 006; Jun Yang 028; Bin Liang 001; Bo Xu 002; Chongjie Zhang; Qianchuan Zhao (ICLR, 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Bo Xu 002 (ICLR, 2025)

Defense against false data injection attacks on the electric vehicle charging stations data markets. - Huqun Mu; Aiping Pang; Congmei Jiang; Wen Yang; Qianchuan Zhao (Eng. Appl. Artif. Intell., 2025)

Towards pedestrian head tracking: A benchmark dataset and a multi-source data fusion network. - Kailai Sun; Xinwei Wang; Shaobo Liu; Qianchuan Zhao; Gao Huang 001; Chang Liu (Eng. Appl. Artif. Intell., 2025)

Lane clearance for emergency vehicle passage in connected and automated environment: A graph convolutional soft actor-critic method. - Xu Yang; Meng Li 017; Ke Zhang; Qianchuan Zhao; Yaming Guo (Expert Syst. Appl., 2025)

A review of AI edge devices and lightweight CNN and LLM deployment. - Kailai Sun; Xinwei Wang; Xi Miao; Qianchuan Zhao (Neurocomputing, 2025)

DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning. - Xiaoteng Ma; Junyao Chen; Li Xia; Jun Yang 028; Qianchuan Zhao; Zhengyuan Zhou (J. Artif. Intell. Res., 2025)

MOSR: An Open-Set Recognition Network Based on Masked Autoencoder for Ship Detection. - Pinjie Li; Jing Wu; Qianchuan Zhao; Xiaoyan Liu; Liguo Liu; Ziyuan Yang 002; Tao Zhang 006 (IEEE Geosci. Remote. Sens. Lett., 2025)

Auxiliary Reward Generation With Transition Distance Representation Learning. - Siyuan Li 003; Shijie Han; Yingnan Zhao 002; Yiqin Yang; Qianchuan Zhao; Peng Liu 008 (IEEE Trans Autom. Sci. Eng., 2025)

Priority-Based Energy Allocation in Buildings Through Distributed Model Predictive Control. - Hongyi Li; Jun Xu 008; Qianchuan Zhao (IEEE Trans Autom. Sci. Eng., 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Xu Bo (CoRR, 2025)

Celebrating Diversity With Subtask Specialization in Shared Multiagent Reinforcement Learning. - Chenghao Li 002; Tonghan Wang 001; Chengjie Wu; Qianchuan Zhao; Jun Yang 028; Chongjie Zhang (IEEE Trans. Neural Networks Learn. Syst., 2025)

PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier. - Yuhua Jiang; Yuwen Xiong; Yufeng Yuan; Chao Xin; Wenyuan Xu; Yu Yue; Qianchuan Zhao; Lin Yan (CoRR, 2025)

Maximum Next-State Entropy for Efficient Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Ziyou Zhang; Yuhua Jiang; Bo Xu 002; Qianchuan Zhao (IEEE Robotics Autom. Lett., 2025)

Implicit alignment and query refinement for RGB-T semantic segmentation. - Chang Liu; Haizhuang Liu; Junbao Zhuo; Bochao Zou; Jiansheng Chen; Qianchuan Zhao; Huimin Ma 001 (Pattern Recognit., 2026)