Qing-Shan Jia

173 papers A* 6B 2C 8Misc 1Journal 102Unranked 54
YearRankTypeTitle / Venue / Authors
2026 J jnl
Consensus-Based Distributed Reinforcement Learning With Primal-Dual Update for Networked Microgrids On-Line Coordination.
IEEE Trans Autom. Sci. Eng.
Gaochen Cui, Qing-Shan Jia, Xiaohong Guan, Qiaozhu Zhai, Xianping Guo, Qi Guo
2026 J jnl
Machine learning-enhanced vector ordinal optimization for multi-objective stochastic unit commitment.
Discret. Event Dyn. Syst.
Zhibo Xu, Qing-Shan Jia
2026 J jnl
Representation Learning Enhanced Deep Reinforcement Learning for Optimal Operation of Hydrogen-based Multi-Energy Systems.
CoRR
Zhenyu Pu, Yu Yang, Lun Yang, Qing-Shan Jia, Xiaohong Guan, Costas J. Spanos
2026 J jnl
Scalable Whittle index policy for real-time storage allocation in railway container yard.
Discret. Event Dyn. Syst.
Yao Luan, Qing-Shan Jia
2025 — conf
A Fast Solution Method for Unit Commitment with Renewable Power via Ordinal Optimization.
CASE
Zhibo Xu, Siwei Liu, Qing-Shan Jia
2025 J jnl
A Transformer-Based Thermal Surrogate Model for Cooling Control in Data Centers.
IEEE Robotics Autom. Lett.
Hanchen Zhou, Ni Mu, Qing-Shan Jia
2025 — conf
A Transformer-embedded Reinforcement Learning for Computing Power Scheduling in Data Centers.
CASE
Hanchen Zhou, Gaochen Cui, Qing-Shan Jia
2025 — conf
A deep-ensemble Bayesian optimization with computation budget allocation for design space exploration problems.
CASE
Yuhang Zhu, Xiaoliang Lv, Qing-Shan Jia, Xiaohong Guan
2025 — conf
Addressing Coupling in Restless Multi-Armed Bandits by Finetuning Whittle Index.
CASE
Yao Luan, Ni Mu, Qing-Shan Jia
2025 J jnl
An Efficient Real-Time Railway Container Yard Management Method Based on Partial Decoupling.
IEEE Trans Autom. Sci. Eng.
Yao Luan, Qing-Shan Jia, Yi Xing, Zhiyu Li, Tengfei Wang
2025 J jnl
An Equivalent and Unified Virtual Battery Modeling Framework for Flexibility Characterization of Building HVAC Systems.
CoRR
Qi Zhu, Yu Yang, Liang Yu, Qing-Shan Jia, Costas J. Spanos, Xiaohong Guan
2025 A* conf
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries.
ICML
Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025 J jnl
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries.
CoRR
Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025 J jnl
Multi-Agent Reinforcement Learning With Decentralized Distribution Correction.
IEEE Trans Autom. Sci. Eng.
Kuo Li, Qing-Shan Jia
2025 J jnl
Multiagent Reinforcement Learning for Constrained Markov Decision Processes by Consensus-Based Primal-Dual Method.
IEEE Trans. Autom. Control.
Gaochen Cui, Qing-Shan Jia, Xiaohong Guan
2025 — conf
On Efficient Sampling for Multi-Agent Reinforcement Learning in Supply Demand Matching.
CCTA
Qing-Shan Jia
2025 J jnl
Preference-Based Multi-Objective Reinforcement Learning.
IEEE Trans Autom. Sci. Eng.
Ni Mu, Yao Luan, Qing-Shan Jia
2025 J jnl
Preference-based Multi-Objective Reinforcement Learning.
CoRR
Ni Mu, Yao Luan, Qing-Shan Jia
2025 J jnl
Proactive Robust Hardening of Resilient Power Distribution Network: Decision-Dependent Uncertainty Modeling and Fast Solution Strategy.
CoRR
Donglai Ma, Xiaoyu Cao, Bo Zeng, Qing-Shan Jia, Chen Chen, Qiaozhu Zhai, Xiaohong Guan
2025 J jnl
Proactive Robust Hardening of Resilient Power Distribution Network: Decision-Dependent Uncertainty Modeling and Fast Solution Strategy.
IEEE Trans Autom. Sci. Eng.
Donglai Ma, Xiaoyu Cao, Bo Zeng, Qing-Shan Jia, Chen Chen, Qiaozhu Zhai, Xiaohong Guan
2025 J jnl
Robust Co-Optimization of Distribution Network Hardening and Mobile Resource Scheduling with Decision-Dependent Uncertainty.
CoRR
Donglai Ma, Xiaoyu Cao, Bo Zeng, Chen Chen, Qiaozhu Zhai, Qing-Shan Jia, Xiaohong Guan
2025 A* conf
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning.
IJCAI
Ni Mu, Yao Luan, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025 J jnl
STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning.
CoRR
Yao Luan, Ni Mu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025 — conf
Safety-Guaranteed Policy Composition via Generalized Policy Improvement for Autonomous Vehicles.
CASE
Ni Mu, Yao Luan, Qing-Shan Jia
2025 J jnl
Towards provable probabilistic safety for scalable embodied AI systems.
CoRR
Linxuan He, Qing-Shan Jia, Ang Li, Hongyan Sang, Ling Wang, Jiwen Lu, Tao Zhang, Jie Zhou, Yi Zhang, Yisen Wang, Peng Wei, Zhongyuan Wang, Henry X. Liu, Shuo Feng
2024 J jnl
An OCBA-Based Method for Efficient Sample Collection in Reinforcement Learning.
IEEE Trans Autom. Sci. Eng.
Kuo Li, Xinze Jin, Qing-Shan Jia, Dongchun Ren, Huaxia Xia
2024 — conf
CoDRMA: Collaborative Depth Refinement via Dual-Mask and Dual-Attention for Bird's Eye View Collaborative 3D Object Detection.
CASE
Kang Yang, Yongcai Wang, Yunjun Han, Qing-Shan Jia
2024 J jnl
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process.
IEEE Trans. Ind. Informatics
Gongming Wang, Guanghui Yuan, Zhiqiang Hu, Yuanying Chi, Qing-Shan Jia, Junfei Qiao
2024 J jnl
Constrained reinforcement learning with statewise projection: a control barrier function approach.
Sci. China Inf. Sci.
Xinze Jin, Kuo Li, Qing-Shan Jia
2024 — conf
Double Deep Q-learning Based on Personalized Thermal Comfort Model for HVAC Optimization.
CASE
Hanchen Zhou, Di Wang, Zhanbo Xu, Qing-Shan Jia
2024 J jnl
Energy Management of Networked Microgrids With Real-Time Pricing by Reinforcement Learning.
IEEE Trans. Smart Grid
Gaochen Cui, Qing-Shan Jia, Xiaohong Guan
2024 — conf
Large-Scale Data Center Cooling Control via Sample-Efficient Reinforcement Learning.
CASE
Ni Mu, Xiao Hu, Qing-Shan Jia, Xu Zhu, Xiao He
2024 — conf
On Efficient Sampling for Reinforcement Learning with Multiple Constraints.
CASE
Qing-Shan Jia, Qi Guo
2024 — conf
On Efficient Sampling in Offline Reinforcement Learning.
ASCC
Qing-Shan Jia
2024 — conf
On Sampling Efficiency Optimization in Constrained Reinforcement Learning
AIM
Qing-Shan Jia
2024 A* conf
Query-Policy Misalignment in Preference-Based Reinforcement Learning.
ICLR
Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2024 J jnl
S-EPOA: Overcoming the Indivisibility of Annotations with Skill-Driven Preference-Based Reinforcement Learning.
CoRR
Ni Mu, Yao Luan, Yiqin Yang, Qing-Shan Jia
2024 J jnl
Shaping the future of advanced automation and control systems for society strategic directions and multidisciplinary collaborations of IFAC's social systems coordinating committee.
Annu. Rev. Control.
Larry Stapleton, Fei-Yue Wang, Mariana S. Netto, Qing-Shan Jia, Antonio Visioli, Peter Kopacek
2024 Misc conf
Simulation and AI for Critical Infrastructure.
WSC
Qing-Shan Jia, Chao Duan, Shuo Feng, Yuhang Zhu, Xiao Hu
2024 J jnl
Two-Phase on-Line Joint Scheduling for Welfare Maximization of Charging Station.
IEEE Trans Autom. Sci. Eng.
Qilong Huang, Qing-Shan Jia, Xiang Wu, Xiaohong Guan
2023 J jnl
A Simulation-Based Primal-Dual Approach for Constrained V2G Scheduling in a Microgrid of Building.
IEEE Trans Autom. Sci. Eng.
Qilong Huang, Li Yang, Qing-Shan Jia, Yaowen Qi, Cangqi Zhou, Xiaohong Guan
2023 J jnl
Efficient Sampling Policy for Selecting a Subset With the Best.
IEEE Trans. Autom. Control.
Gongbo Zhang, Bin Chen, Qing-Shan Jia, Yijie Peng
2023 J jnl
Event-Driven Model Predictive Control With Deep Learning for Wastewater Treatment Process.
IEEE Trans. Ind. Informatics
Gongming Wang, Jing Bi, Qing-Shan Jia, Junfei Qiao, Lei Wang
2023 A* conf
Mind the Gap: Offline Policy Optimization for Imperfect Rewards.
ICLR
Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2023 J jnl
Mind the Gap: Offline Policy Optimization for Imperfect Rewards.
CoRR
Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2023 J jnl
Query-Policy Misalignment in Preference-Based Reinforcement Learning.
CoRR
Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
2022 J jnl
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features.
CoRR
Yu Yang, Xiaohong Guan, Qing-Shan Jia, Liang Yu, Bolun Xu, Costas J. Spanos
2022 J jnl
A Two-phase On-line Joint Scheduling of Pricing and Control for Welfare Maximization of Charging Station.
CoRR
Qilong Huang, Qing-Shan Jia, Li Yang, Xiang Wu, Xiaohong Guan
2022 J jnl
Artificial neural networks for water quality soft-sensing in wastewater treatment: a review.
Artif. Intell. Rev.
Gongming Wang, Qing-Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao, Abdullah Abusorrah
2022 — conf
Bridging Scenarios in Reinforcement Learning with Continuously Generated Relaying Predictive Models.
CASE
Kuo Li, Qing-Shan Jia
2022 J jnl
Control for smart systems: Applications, trends, and future challenges.
Annu. Rev. Control.
Hervé Panetto, Georg Weichhart, Marco Macchi, Qing-Shan Jia
2022 J jnl
Control for smart systems: Challenges and trends in smart cities.
Annu. Rev. Control.
Qing-Shan Jia, Hervé Panetto, Marco Macchi, Silvia Siri, Georg Weichhart, Zhanbo Xu
2022 J jnl
Joint Optimization for Coordinated Charging Control of Commercial Electric Vehicles Under Distributed Hydrogen Energy Supply.
IEEE Trans. Control. Syst. Technol.
Teng Long, Qing-Shan Jia
2022 J jnl
Multiagent Dynamic Task Assignment Based on Forest Fire Point Model.
IEEE Trans Autom. Sci. Eng.
Jie Chen, Yuqian Guo, Zhifeng Qiu, Bin Xin, Qing-Shan Jia, Weihua Gui
2022 J jnl
On large action space in EV charging scheduling optimization.
Sci. China Inf. Sci.
Zhaoyu Jiang, Qing-Shan Jia, Xiaohong Guan
2022 J jnl
Proximal ADMM for Nonconvex and Nonsmooth Optimization.
CoRR
Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
2022 J jnl
Proximal ADMM for nonconvex and nonsmooth optimization.
Autom.
Yu Yang, Qing-Shan Jia, Zhanbo Xu, Xiaohong Guan, Costas J. Spanos
2022 J jnl
Special Issue on the 2020 International Conference on Automation Science and Engineering.
IEEE Trans Autom. Sci. Eng.
Mariagrazia Dotoli, Weiming Shen, Qing-Shan Jia, Ray Y. Zhong
2022 J jnl
Towards Efficient Dynamic Uplink Scheduling over Multiple Unknown Channels.
CoRR
Shuang Wu, Xiaoqiang Ren, Qing-Shan Jia, Karl Henrik Johansson, Ling Shi
2021 J jnl
A Computing Budget Allocation Method for Minimizing EV Charging Cost Using Uncertain Wind Power.
IEEE Trans Autom. Sci. Eng.
Zhaoyu Jiang, Qing-Shan Jia, Xiaohong Guan
2021 J jnl
A Structural Property of Charging Scheduling Policy for Shared Electric Vehicles With Wind Power Generation.
IEEE Trans. Control. Syst. Technol.
Qing-Shan Jia, Junjie Wu
2021 J jnl
An Actor-Critic Method for Simulation-Based Optimization.
CoRR
Kuo Li, Qing-Shan Jia, Jiaqi Yan
2021 J jnl
Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method.
CoRR
Kuo Li, Qing-Shan Jia
2021 J jnl
Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System.
IEEE Trans. Neural Networks Learn. Syst.
Gongming Wang, Qing-Shan Jia, Junfei Qiao, Jing Bi, MengChu Zhou
2021 J jnl
Efficient Real-Time EV Charging Scheduling via Ordinal Optimization.
IEEE Trans. Smart Grid
Teng Long, Qing-Shan Jia, Gongming Wang, Yu Yang
2021 J jnl
Joint Scheduling of Deferrable Demand and Storage With Random Supply and Processing Rate Limits.
IEEE Trans. Autom. Control.
Jiangliang Jin, Liangliang Hao, Yunjian Xu, Junjie Wu, Qing-Shan Jia
2021 — conf
Learning-Based Safety-Critical Motion Planning with Input-to-State Barrier Certificate.
CASE
Xinze Jin, Qing-Shan Jia, Tao Zhang, Huaxia Xia
2021 J jnl
Matching Uncertain Renewable Supply with Electric Vehicle Charging Demand - A Bi-Level Event-Based Optimization Method.
Complex Syst. Model. Simul.
Teng Long, Qing-Shan Jia
2021 J jnl
Soft-sensing of Wastewater Treatment Process via Deep Belief Network with Event-triggered Learning.
Neurocomputing
Gongming Wang, Qing-Shan Jia, MengChu Zhou, Jing Bi, Junfei Qiao
2020 J jnl
A sparse deep belief network with efficient fuzzy learning framework.
Neural Networks
Gongming Wang, Qing-Shan Jia, Junfei Qiao, Jing Bi, Caixia Liu
2020 J jnl
An Adaptive Deep Belief Network With Sparse Restricted Boltzmann Machines.
IEEE Trans. Neural Networks Learn. Syst.
Gongming Wang, Junfei Qiao, Jing Bi, Qing-Shan Jia, MengChu Zhou
2020 — conf
Decentralized Multi-agent Reinforcement Learning with Multi-time Scale of Decision Epochs.
CDC
Junjie Wu, Kuo Li, Qing-Shan Jia
2020 — conf
Dynamic Sampling Allocation for Selecting a Good Enough Alternative.
CASE
Gongbo Zhang, Chun-Hung Chen, Qing-Shan Jia, Yijie Peng
2020 J jnl
Event-based optimization with random packet dropping.
Sci. China Inf. Sci.
Qing-Shan Jia, Jing-Xian Tang, Zhenning Lang
2020 J jnl
Guest Editorial Special Section on the 2017 International Conference on Automation Science and Engineering.
IEEE Trans Autom. Sci. Eng.
Mariagrazia Dotoli, Qing-Shan Jia
2020 J jnl
Joint Optimization for Coordinated Charging Control of Commercial Electric Vehicles Under Distributed Hydrogen Energy Supply.
CoRR
Teng Long, Qing-Shan Jia
2020 J jnl
Learning Optimal Scheduling Policy for Remote State Estimation Under Uncertain Channel Condition.
IEEE Trans. Control. Netw. Syst.
Shuang Wu, Xiaoqiang Ren, Qing-Shan Jia, Karl Henrik Johansson, Ling Shi
2020 B conf
Optimization of Large-Scale Commercial Electric Vehicles Fleet Charging Location Schedule Under the Distributed wind Power Supply.
COMPSAC
Teng Long, Qing-Shan Jia
2019 — conf
A Distributed Occupancy Distribution Estimation Method For Smart Buildings.
ICCA
Qing-Shan Jia, Chao Zhang, Zhiling Liu
2019 — conf
A Simulation Platform for Sensing System Selection for Occupant Distribution Estimation in Smart Buildings.
CASE
Jing-Xian Tang, Qing-Shan Jia
2019 — conf
Bi-level Proximal Policy optimization for Stochastic Coordination of EV Charging Load with Uncertain Wind Power.
CCTA
Teng Long, Xiaoteng Ma, Qing-Shan Jia
2019 J jnl
Decentralized EV-Based Charging Optimization With Building Integrated Wind Energy.
IEEE Trans Autom. Sci. Eng.
Yu Yang, Qing-Shan Jia, Xiaohong Guan, Xuan Zhang, Zhifeng Qiu, Geert Deconinck
2018 — conf
A Q-Learning Method for Scheduling Shared EVs Under Uncertain User Demand and Wind Power Supply.
CCTA
Junjie Wu, Qing-Shan Jia
2018 J jnl
A Simulation-Based Policy Improvement Method for Joint-Operation of Building Microgrids With Distributed Solar Power and Battery.
IEEE Trans. Smart Grid
Yuanming Zhang, Qing-Shan Jia
2018 J jnl
Cyber-physical model for efficient and secured operation of CPES or energy Internet.
Sci. China Inf. Sci.
Xiaohong Guan, Zhanbo Xu, Qing-Shan Jia, Kun Liu, Yadong Zhou
2018 J jnl
Distributed Coordination of EV Charging With Renewable Energy in a Microgrid of Buildings.
IEEE Trans. Smart Grid
Yu Yang, Qing-Shan Jia, Geert Deconinck, Xiaohong Guan, Zhifeng Qiu, Zechun Hu
2018 J jnl
Event-Based HVAC Control - A Complexity-Based Approach.
IEEE Trans Autom. Sci. Eng.
Qing-Shan Jia, Junjie Wu, Zijian Wu, Xiaohong Guan
2018 J jnl
Learning Optimal Scheduling Policy for Remote State Estimation under Uncertain Channel Condition.
CoRR
Shuang Wu, Xiaoqiang Ren, Qing-Shan Jia, Karl Henrik Johansson, Ling Shi
2018 — conf
On Distributed Optimization for Supply Demand Coordination in Cyber Physical Energy Systems.
CASE
Junjie Wu, Qing-Shan Jia, Zhanbo Xu
2018 J jnl
On distributed event-based optimization for shared economy in cyber-physical energy systems.
Sci. China Inf. Sci.
Qing-Shan Jia, Junjie Wu
2018 J jnl
Robust Scheduling of EV Charging Load With Uncertain Wind Power Integration.
IEEE Trans. Smart Grid
Qilong Huang, Qing-Shan Jia, Xiaohong Guan
2017 J jnl
A Multi-Timescale and Bilevel Coordination Approach for Matching Uncertain Wind Supply With EV Charging Demand.
IEEE Trans Autom. Sci. Eng.
Qilong Huang, Qing-Shan Jia, Xiaohong Guan
2017 — conf
An evacuation guider location optimization method based on road network centrality measures.
CASE
Zhiling Liu, Qing-Shan Jia, Hui Zhang
2017 — conf
An occupancy distribution estimation method using the surveillance cameras in buildings.
CASE
Chao Zhang, Qing-Shan Jia
2017 — conf
Community-level Geothermal Heat Pump system management via an aggregation-disaggregation framework.
CDC
Xuan Zhang, Bin Yan, Wenbo Shi, Ali Malkawi, Qing-Shan Jia, Na Li
2017 — conf
Multi-scale event-based optimization for matching uncertain wind supply with EV charging demand.
CASE
Teng Long, Jing-Xian Tang, Qing-Shan Jia
2017 — conf
Optimization of sensor location for improving wind power prediction accuracy.
CASE
Zhaoyu Jiang, Qing-Shan Jia, Xiaohong Guan
2017 — conf
Stochastic coordination of aggregated electric vehicle charging with on-site wind power at multiple buildings.
CDC
Yu Yang, Qing-Shan Jia, Xiaohong Guan
2016 — conf
A three-level human movement model in the whole building scale.
ICCA
Zhenning Lang, Qing-Shan Jia, Xiaohang Feng
2016 C conf
Coordinating EV charging demand with wind supply in a bi-level energy dispatch framework.
ACC
Qilong Huang, Qing-Shan Jia, Xiaohong Guan
2016 — conf
Improving the prediction accuracy of building energy consumption using location of occupant - A case study.
ICIT
Yu Yang, Qing-Shan Jia, Xiaohong Guan
2016 J jnl
Optimal Control of Multiroom HVAC System: An Event-Based Approach.
IEEE Trans. Control. Syst. Technol.
Zijian Wu, Qing-Shan Jia, Xiaohong Guan
2016 J jnl
Simulation optimization in the era of Industrial 4.0 and the Industrial Internet.
J. Simulation
Jie Xu, Edward Huang, Liam Y. Hsieh, Loo Hay Lee, Qing-Shan Jia, Chun-Hung Chen
2015 J jnl
A Decentralized Stay-Time Based Occupant Distribution Estimation Method for Buildings.
IEEE Trans Autom. Sci. Eng.
Qing-Shan Jia, Hengtao Wang, Yulin Lei, Qianchuan Zhao, Xiaohong Guan
2015 C conf
EV charging load scheduling with high wind power penetration: A robust shortest path approach.
ACC
Qilong Huang, Qing-Shan Jia, Xiaohong Guan
2015 J jnl
Event-Based Optimization Within the Lagrangian Relaxation Framework for Energy Savings in HVAC Systems.
IEEE Trans Autom. Sci. Eng.
Biao Sun, Peter B. Luh, Qing-Shan Jia, Bing Yan
2015 — conf
Local and global event-based optimization: Performace and complexity.
CASE
Zijian Wu, Qing-Shan Jia, Xiaohong Guan
2015 J jnl
Matching EV Charging Load With Uncertain Wind: A Simulation-Based Policy Improvement Approach.
IEEE Trans. Smart Grid
Qilong Huang, Qing-Shan Jia, Zhifeng Qiu, Xiaohong Guan, Geert Deconinck
2015 — conf
Multi-timescale optimization between distributed wind generators and electric vehicles in microgrid.
CASE
Qilong Huang, Qing-Shan Jia, Xiaohong Guan
2015 — conf
Numerical testbed of a multiple-chiller plant for centralized HVAC systems.
CASE
Yundan Liao, Gongsheng Huang, Qing-Shan Jia
2015 J jnl
Parameterized Markov decision process and its application to service rate control.
Autom.
Li Xia, Qing-Shan Jia
2015 J jnl
Supply Demand Coordination for Building Energy Saving: Explore the Soft Comfort.
IEEE Trans Autom. Sci. Eng.
Zhanbo Xu, Qing-Shan Jia, Xiaohong Guan
2014 — conf
A dual-infrared sensing system for occupant distribution estimation in buildings.
CASE
Zhenning Lang, Qing-Shan Jia, Yulin Lei, Xiaolan Xie
2014 — conf
A new method to solve large-scale building energy management for energy saving.
CASE
Zhanbo Xu, Qing-Shan Jia, Xiaohong Guan, Xiaolan Xie
2014 J jnl
A tutorial on event-based optimization - a new optimization framework.
Discret. Event Dyn. Syst.
Li Xia, Qing-Shan Jia, Xi-Ren Cao
2014 J jnl
Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems.
IEEE Trans Autom. Sci. Eng.
Biao Sun, Peter B. Luh, Qing-Shan Jia, Zheng O'Neill, Fangting Song
2014 J jnl
Building occupant level estimation based on heterogeneous information fusion.
Inf. Sci.
Hengtao Wang, Qing-Shan Jia, Chen Song, Ruixi Yuan, Xiaohong Guan
2014 — conf
EV charging load scheduling following uncertain renewable energy supply by stochastic matching.
CASE
Qilong Huang, Qing-Shan Jia, Li Xia, Xiaohong Guan, Xiaolan Xie
2014 J jnl
Guest editorial: event-based control and optimization.
Discret. Event Dyn. Syst.
Qing-Shan Jia, Karl Henrik Johansson
2014 B conf
Indoor Occupant Positioning System Using Active RFID Deployment and Particle Filters.
DCOSS
Kevin Weekly, Han Zou, Lihua Xie, Qing-Shan Jia, Alexandre M. Bayen
2014 — conf
Local event-based sensor activation for occupant distribution estimation in buildings.
ICNSC
Yulin Lei, Qing-Shan Jia, Li Xia
2014 — conf
Sample Path Sharing in Policy Improvement for Indoor Air Temperature Control.
WODES
Di Wu, Qing-Shan Jia
2014 A* conf
Sample path sharing in simulation-based policy improvement.
ICRA
Di Wu, Qing-Shan Jia, Chun-Hung Chen
2013 — conf
An RFID indoor positioning system by using weighted path loss and extreme learning machine.
CPSNA
Han Zou, Hengtao Wang, Lihua Xie, Qing-Shan Jia
2013 C conf
An integrative Weighted Path Loss and Extreme Learning Machine approach to Rfid based Indoor Positioning.
IPIN
Han Zou, Lihua Xie, Qing-Shan Jia, Hengtao Wang
2013 J jnl
Building Energy Management: Integrated Control of Active and Passive Heating, Cooling, Lighting, Shading, and Ventilation Systems.
IEEE Trans Autom. Sci. Eng.
Biao Sun, Peter B. Luh, Qing-Shan Jia, Ziyan Jiang, Fulin Wang, Chen Song
2013 J jnl
Efficient Computing Budget Allocation for Simulation-Based Optimization With Stochastic Simulation Time.
IEEE Trans. Autom. Control.
Qing-Shan Jia
2013 J jnl
Event-Based Sensor Data Scheduling: Trade-Off Between Communication Rate and Estimation Quality.
IEEE Trans. Autom. Control.
Junfeng Wu, Qing-Shan Jia, Karl Henrik Johansson, Ling Shi
2013 — conf
Event-based optimization with non-stationary uncertainties to save energy costs of HVAC systems in buildings.
CASE
Biao Sun, Peter B. Luh, Qing-Shan Jia, Bing Yan
2013 — conf
Policy iteration for parameterized Markov decision processes and its application.
ASCC
Li Xia, Qing-Shan Jia
2013 J jnl
Reconfiguring Networked Infrastructures by Adding Wireless Communication Capabilities to Selected Nodes.
IEEE Trans. Wirel. Commun.
Hengtao Wang, Qianchuan Zhao, Xiaohong Guan, Qing-Shan Jia, Li Li
2013 J jnl
Smart Management of Multiple Energy Systems in Automotive Painting Shop.
IEEE Trans Autom. Sci. Eng.
Zhanbo Xu, Qing-Shan Jia, Xiaohong Guan, Jian-Xiang Shen
2013 — conf
Supply demand coordination for building energy saving.
CASE
Zhanbo Xu, Qing-Shan Jia, Xiaohong Guan
2012 J jnl
A systematic method for network topology reconfiguration with limited link additions.
J. Netw. Comput. Appl.
Li Li, Qing-Shan Jia, Hengtao Wang, Ruixi Yuan, Xiaohong Guan
2012 — conf
Approximate event-based optimization for evacuation.
WODES
Qing-Shan Jia, Li Xia
2012 J jnl
Efficient Computing Budget Allocation for Simulation-Based Policy Improvement.
IEEE Trans Autom. Sci. Eng.
Qing-Shan Jia
2012 J jnl
Efficient Computing Budget Allocation for Simulation-based Optimization with Stochastic Simulation Time
CoRR
Qing-Shan Jia
2012 C conf
Efficient topology optimization for a wired networked system by adding wireless communication.
ACC
Hengtao Wang, Qianchuan Zhao, Qing-Shan Jia, Xiaohong Guan
2012 J jnl
Enhancing the Robustness and Efficiency of Scale-free Network with Limited Link Addition.
KSII Trans. Internet Inf. Syst.
Li Li, Qing-Shan Jia, Xiaohong Guan, Hengtao Wang
2012 — conf
Estimation of occupant distribution by detecting the entrance and leaving events of zones in building.
MFI
Hengtao Wang, Qing-Shan Jia, Yulin Lei, Qianchuan Zhao, Xiaohong Guan
2012 C conf
Event-based sensor activation for indoor occupant distribution estimation.
ICARCV
Qing-Shan Jia, Zhe Wen, Li Xia
2012 J jnl
On Optimal Partial Broadcasting of Wireless Sensor Networks for Kalman Filtering.
IEEE Trans. Autom. Control.
Qing-Shan Jia, Ling Shi, Yilin Mo, Bruno Sinopoli
2012 J jnl
Performance Analysis and Comparison on Energy Storage Devices for Smart Building Energy Management.
IEEE Trans. Smart Grid
Zhanbo Xu, Xiaohong Guan, Qing-Shan Jia, Jiang Wu, Dai Wang, Siyun Chen
2012 J jnl
Simulation-Based Policy Improvement for Energy Management in Commercial Office Buildings.
IEEE Trans. Smart Grid
Qing-Shan Jia, Jian-Xiang Shen, Zhanbo Xu, Xiaohong Guan
2011 J jnl
An Adaptive Sampling Algorithm for Simulation-Based Optimization With Descriptive Complexity Preference.
IEEE Trans Autom. Sci. Eng.
Qing-Shan Jia
2011 J jnl
On Solving Event-Based Optimization With Average Reward Over Infinite Stages.
IEEE Trans. Autom. Control.
Qing-Shan Jia
2011 J jnl
On Solving Optimal Policies for Finite-Stage Event-Based Optimization.
IEEE Trans. Autom. Control.
Qing-Shan Jia
2011 J jnl
On State Aggregation to Approximate Complex Value Functions in Large-Scale Markov Decision Processes.
IEEE Trans. Autom. Control.
Qing-Shan Jia
2011 C conf
On optimal partial broadcasting of wireless sensor networks for Kalman filtering.
ACC
Qing-Shan Jia, Ling Shi
2011 — conf
Ordinal Optimization-Based Multi-energy System Scheduling for Building Energy Saving.
ICIC (2)
Zhong-Hua Su, Qing-Shan Jia, Chen Song
2011 J jnl
Sensor scheduling over a packet-delaying network.
Autom.
Ling Shi, Qing-Shan Jia, Yilin Mo, Bruno Sinopoli
2011 J jnl
Tracking a moving object via a sensor network with a partial information broadcasting scheme.
Inf. Sci.
Jianghai Li, Qing-Shan Jia, Xiaohong Guan, Xi Chen
2010 J jnl
A Structural Property of Optimal Policies for Multi-Component Maintenance Problems.
IEEE Trans Autom. Sci. Eng.
Qing-Shan Jia
2010 — conf
A rollout method for finite-stage event-based decision processes.
WODES
Qing-Shan Jia
2010 — conf
An integrated control of shading blinds, natural ventilation, and HVAC systems for energy saving and human comfort.
CASE
Biao Sun, Peter B. Luh, Qing-Shan Jia, Ziyan Jiang, Fulin Wang, Chen Song
2010 — conf
Dynamic water resources planning with locational release and annual consumption constraints.
CDC
Yanjia Zhao, Xi Chen, Qing-Shan Jia, Xiaohong Guan, Hao Wang
2010 J jnl
Energy-Efficient Buildings Facilitated by Microgrid.
IEEE Trans. Smart Grid
Xiaohong Guan, Zhanbo Xu, Qing-Shan Jia
2010 — conf
Estimation of occupancy level in indoor environment based on heterogeneous information fusion.
CDC
Hengtao Wang, Qing-Shan Jia, Chen Song, Ruixi Yuan, Xiaohong Guan
2010 J jnl
Long-Term Scheduling for Cascaded Hydro Energy Systems With Annual Water Consumption and Release Constraints.
IEEE Trans Autom. Sci. Eng.
Yanjia Zhao, Xi Chen, Qing-Shan Jia, Xiaohong Guan, Shuanghu Zhang, Yunzhong Jiang
2010 — conf
Prediction-Based Activation in WSN Tracking.
MSN
Jianghai Li, Xi Chen, Qing-Shan Jia, Xiaohong Guan
2010 J jnl
Quantifying Heuristics in the Ordinal Optimization Framework.
Discret. Event Dyn. Syst.
Zhen Shen, Qianchuan Zhao, Qing-Shan Jia
2009 — conf
Improved constrained ordinal optimization for simulation-based constrained optimization.
CDC
Qing-Shan Jia
2009 — conf
Ordinal optimization based security dispatching in deregulated power systems.
CDC
Qing-Shan Jia, Min Xie, Felix F. Wu
2009 J jnl
Strategy optimization for controlled Markov process with descriptive complexity constraint.
Sci. China Ser. F Inf. Sci.
Qing-Shan Jia, Qianchuan Zhao
2009 — conf
Tracking moving object via a sensor network with partial information broadcasting scheme.
CDC
Jianghai Li, Qing-Shan Jia, Xiaohong Guan, Xi Chen
2008 J jnl
A Structure Property of Optimal Policies for Maintenance Problems WithSafety-Critical Components.
IEEE Trans Autom. Sci. Eng.
Li Xia, Qianchuan Zhao, Qing-Shan Jia
2008 C conf
A potential-based method for finite-stage Markov Decision Process.
ACC
Qing-Shan Jia
2008 — conf
Event-based optimization for dispatching policies in material handling systems of general assembly lines.
CDC
Yanjia Zhao, Qianchuan Zhao, Qing-Shan Jia, Xiaohong Guan, Xi-Ren Cao
2006 A* conf
A SVM-based Method for Engine Maintenance Strategy Optimization.
ICRA
Qing-Shan Jia, Qianchuan Zhao
2006 C conf
A method based on Kolmogorov complexity to improve the efficiency of strategy optimization with limited memory space.
ACC
Qing-Shan Jia, Qian-Chuan Zhao, Yu-Chi Ho
2006 J jnl
Comparison of selection rules for ordinal optimization.
Math. Comput. Model.
Qing-Shan Jia, Yu-Chi Ho, Qianchuan Zhao
2006 J jnl
The Equivalence between Ordinal Optimization in Deterministic Complex Problems and in Stochastic Simulation Problems.
Discret. Event Dyn. Syst.
Yu-Chi Ho, Qing-Shan Jia, Qianchuan Zhao
2005 — conf
Planning Remanufacturing Systems by Constrained Ordinal Optimization Method with Feasibility Model.
CDC/ECC
Chen Song, Xiaohong Guan, Qianchuan Zhao, Qing-Shan Jia