Liang Qi

Orcid: 0000-0002-0762-5607

Affiliations:
  • Shandong University of Science and Technology, Qingdao, China
  • Tongji University, Shanghai, China (PhD)


According to our database1, Liang Qi authored at least 156 papers between 2011 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Multi-Objective Integrated Energy-Efficient Scheduling of Distributed Flexible Job Shop and Vehicle Routing by Knowledge-and-Learning-Based Hyper-Heuristics.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2025

A Subspace-Based Method for Facial Image Editing.
IEEE Trans. Comput. Soc. Syst., February, 2025

A Reachability-Decidable Petri Net Modeling Method for Discrete Event Systems.
IEEE Trans. Syst. Man Cybern. Syst., January, 2025

Multi-Objective Optimization for Robotaxi Dispatch With Safety-Carpooling Mode in Pandemic Era.
IEEE Trans. Intell. Transp. Syst., January, 2025

Optimal Assignment and Scheduling of Cranes in Slab Yard for Iron and Steel Production Enterprises.
IEEE Trans Autom. Sci. Eng., 2025

Multiple Product Hybrid Disassembly Line Balancing Problem With Human-Robot Collaboration.
IEEE Trans Autom. Sci. Eng., 2025

Robust optimization for multimodal route planning integrating shared taxi and bus under uncertain traveling time.
RAIRO Oper. Res., 2025

Robust optimization algorithm for integrated crane assignment and scheduling in slab yard with uncertain arrival time.
Int. J. Prod. Res., 2025

Non-cooperative multi-agent deep reinforcement learning for channel resource allocation in vehicular networks.
Comput. Networks, 2025

2024
An Improved Fruit Fly Optimization Algorithm for Disassembly Lines Requiring Multiskilled Workers.
IEEE Trans. Comput. Soc. Syst., October, 2024

Multiobjective Scheduling of Energy-Efficient Stochastic Hybrid Open Shop With Brain Storm Optimization and Simulation Evaluation.
IEEE Trans. Syst. Man Cybern. Syst., July, 2024

Distributed and Coordinated Model Predictive Control for Channel Resource Allocation in Cooperative Vehicle Safety Systems.
IEEE Internet Things J., June, 2024

A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers With Government Benefits.
IEEE Trans. Comput. Soc. Syst., February, 2024

Multiobjective Multiverse Optimizer for Multirobotic U-Shaped Disassembly Line Balancing Problems.
IEEE Trans. Artif. Intell., February, 2024

Reliable federated learning based on dual-reputation reverse auction mechanism in Internet of Things.
Future Gener. Comput. Syst., 2024

MSDANet: A multi-scale dilation attention network for medical image segmentation.
Biomed. Signal Process. Control., 2024

Large-Scale Traffic Signal Control Based on Multi-Agent Q-Learning and Pressure.
IEEE Access, 2024

Prediction of Ship Operation Time at Bulk Cargo Terminals Using Stacking Ensemble Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Reinforcement-Based Collision Avoidance Strategy for Autonomous Vehicles to Multiple Two-Wheelers at Un-Signalized Obstructed Intersections.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Simulation and Control of Slope Bottlenecks Based on Cellular Automata in Mixed Traffic Flow.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Deep Reinforcement Learning-Based Strategies for Truck Platooning at Highway on-Ramps.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

A Method for Robotaxi Dispatch with Recommendation of Boarding Time and Pick-Up/Drop-Off Points.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

A GCN-Based Trip Recommendation Method Incorporating Reverse Effect.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

A GCN-based Model for Next POI Recommendation with Fusion of Global and Local Information.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

TRFP: A Trip Recommendation Approach for a Query with Fixed Intermediate POI.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

A Novel Framework Combining VSL and Vehicle Platooning for Freeway Bottleneck.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

ART-Net: An Attention-Based Hybrid ResNet-Transformer Network for 12-lead ECG Signal Classification.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

Heuristic Strategies for Traffic Guidance in Scenarios with Multiple EVs and Multiple Accident Points.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2024

Multi-Agent Q-Learning and Max-Pressure Control for Large-Scale Traffic Signal Control.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2024

Improved Proximal Policy Optimization Algorithm for Multi-objective Disassembly Line Balancing Considering Hazardous Tasks.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2024

Balancing Human-robot Collaborative Disassembly Line by Using Dingo Optimization Algorithm.
Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

2023
Loss Aversion Robust Optimization Model Under Distribution and Mean Return Ambiguity.
IEEE Trans. Comput. Soc. Syst., December, 2023

Multiobjective U-Shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and an Efficient Solution.
IEEE Trans. Comput. Soc. Syst., August, 2023

A Backward Algorithm to Determine the Existence of Legal Firing Sequences in Ordinary Petri Nets.
IEEE Robotics Autom. Lett., June, 2023

Discrete Whale Optimization Algorithm for Disassembly Line Balancing With Carbon Emission Constraint.
IEEE Robotics Autom. Lett., May, 2023

A State-Equation-Based Backward Approach to a Legal Firing Sequence Existence Problem in Petri Nets.
IEEE Trans. Syst. Man Cybern. Syst., 2023

Hybrid Disassembly Line Optimization with Reinforcement Learning.
Proceedings of the 32nd Wireless and Optical Communications Conference, 2023

An Improved Fruit Fly Optimization Algorithm for Hybrid Disassembly Line Balancing Problem.
Proceedings of the 32nd Wireless and Optical Communications Conference, 2023

Collision Avoidance of Autonomous Vehicles with E-bike at Un-signalized Occluded Intersections Based on Reinforcement Learning.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

A Novel Approach for Smoothing the Path of Emergency Vehicles in Urban Areas.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Carousel Storage and Picking Scheduling Issues: A Review.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Optimization of a Robotaxi Dispatch Problem in Pandemic Era.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Modeling and Solution of Multi-objective Parallel Disassembly Line Balancing Problem Considering Human Factors.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2023

2022
An Algorithm for Mining Indirect Dependencies From Loop-Choice-Driven Loop Structure via Petri Nets.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Multiverse Optimization Algorithm for Stochastic Biobjective Disassembly Sequence Planning Subject to Operation Failures.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products.
IEEE Trans Autom. Sci. Eng., 2022

A machine learning and genetic algorithm-based method for predicting width deviation of hot-rolled strip in steel production systems.
Inf. Sci., 2022

A Density-Center-Based Automatic Clustering Algorithm for IoT Data Analysis.
IEEE Internet Things J., 2022

A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge.
Artif. Intell. Medicine, 2022

State-of-the-Art Review on Traffic Control Strategies for Emergency Vehicles.
IEEE Access, 2022

A State-Equation-Based Method to Non-Reachability Analysis of Ordinary Petri Nets With Token-Free Circuit-Based Subnets.
IEEE Access, 2022

Union Variable Neighborhood Descent Algorithm for Multi-product Hybrid Disassembly Line Balancing Problem Considering Workstation Resource Configuration.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

An Improved Q-Learning Algorithm for Solving Disassembly Line Balancing Problem Considering Carbon Emission.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Brainstorm Optimization Algorithm with K-means Clustering for Disassembly Line Balancing Problems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-neighborhood Parallel Greedy Search Algorithm for Human-robot Collaborative Multi-product Hybrid Disassembly Line Balancing Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Node Backup Strategy for Routing Protocol in Software-Defined Vehicular Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Salp Swarm Algorithm for Multi-product Parallel Disassembly Line Balancing Problem Considering Disabled Workers.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Multi-factor Balanced Feedback and Reliability Analysis of Adaptive Cruise Control System Based on Petri Nets.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Discrete Shuffled Frog Leading Algorithm for Multiple-product Human-robot Collaborative Disassembly Line Balancing Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Partition-based Localized Tensor Factorization Approach for Fast Recommendation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Q-Learning-based Selective Disassembly Sequence Planning Method.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Equilibrium Traffic Guidance Strategy Based on Queuing Theory for Emergency Vehicles.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A Method for AGV Double-Cycling Scheduling at Automated Container Terminals.
Proceedings of the Intelligent Information Processing XI, 2022

Combined On-line Variable Speed Limit and Ramp Metering Control for Highway Bottleneck.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Discrete Migratory Bird Optimizer for Disassembly Line Balancing Problem Considering Tool Deterioration.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Grey Wolf Algorithm for Human-Robot Collaborative Disassembly Line Balancing Problem Subject to Dangerous Components.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Scheduling a Permutation Flow Shop in the Context of Industry 4.0.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

A Parallel Neighborhood Search Algorithm for Hybrid Disassembly Line Balancing Problem Considering Disabled Workers.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Proximal Policy Optimization Algorithm for Multi-objective Disassembly Line Balancing Problems.
Proceedings of the Australian & New Zealand Control Conference, 2022

Discrete Fruit Fly Optimization Algorithm for Disassembly Line Balancing Problems by Considering Human Worker's Learning Effect.
Proceedings of the Australian & New Zealand Control Conference, 2022

2021
Inductive Representation Learning via CNN for Partially-Unseen Attributed Networks.
IEEE Trans. Netw. Sci. Eng., 2021

A Domain-Guided Noise-Optimization-Based Inversion Method for Facial Image Manipulation.
IEEE Trans. Image Process., 2021

A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard.
IEEE Trans Autom. Sci. Eng., 2021

Multiresource-Constrained Selective Disassembly With Maximal Profit and Minimal Energy Consumption.
IEEE Trans Autom. Sci. Eng., 2021

Inversion Based on a Detached Dual-Channel Domain Method for StyleGAN2 Embedding.
IEEE Signal Process. Lett., 2021

A process mining algorithm to mixed multiple-concurrency short-loop structures.
Inf. Sci., 2021

A Markov regime switching model for asset pricing and ambiguity measurement of stock market.
Neurocomputing, 2021

MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism.
IEEE CAA J. Autom. Sinica, 2021

Method for Repairing Process Models with Selection Structures Based on Token Replay.
Comput. Informatics, 2021

Multi-objective Optimizer with Collaborative Resource Allocation Strategy for U-shaped Stochastic Disassembly Line Balancing Problem.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Multi-objective Discrete Chemical Reaction Optimization Algorithm for Multiple-product Partial U-shaped Disassembly Line Balancing Problem.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Product pricing considering product quality in return case.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Four-way Bidirectional Attention for Multiple-choice Reading Comprehension.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Multi-objective Discrete Migrating Birds Optimizer Solving Multiple-product Partial U-shaped Disassembly Line Balancing Problem.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Multi-Objective Multi-Verse Optimizer for Multi-Product Partial U-Shaped Disassembly Line Balancing Problem.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

A Method to Quickly Determine Some Non-Reachable Markings in Cyclic Petri Nets Based on State Equation.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Integrated Distributed Production and Distribution Problem for Minimizing Earliness and Tardiness Penalty.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2021

Stochastic multi-product disassembly sequence planning.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020
Scheduling Dual-Objective Stochastic Hybrid Flow Shop With Deteriorating Jobs via Bi-Population Evolutionary Algorithm.
IEEE Trans. Syst. Man Cybern. Syst., 2020

A Game Theoretic Approach for Distributed and Coordinated Channel Access Control in Cooperative Vehicle Safety Systems.
IEEE Trans. Intell. Transp. Syst., 2020

Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints.
IEEE Trans. Cybern., 2020

Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems.
IEEE Trans Autom. Sci. Eng., 2020

Variance Minimization Hedging Analysis Based on a Time-Varying Markovian DCC-GARCH Model.
IEEE Trans Autom. Sci. Eng., 2020

Hybrid Scatter Search Algorithm for Optimal and Energy-Efficient Steelmaking-Continuous Casting.
IEEE Trans Autom. Sci. Eng., 2020

A method for degradation prediction based on Hidden semi-Markov models with mixture of Kernels.
Comput. Ind., 2020

A Logic Petri Net-Based Repair Method of Process Models with Incomplete Choice and Concurrent Structures.
Comput. Informatics, 2020

Comprehensive learning cuckoo search with chaos-lambda method for solving economic dispatch problems.
Appl. Intell., 2020

Path Planning Method With Improved Artificial Potential Field - A Reinforcement Learning Perspective.
IEEE Access, 2020

Generating and Editing Arbitrary Facial Images by Learning Feature Axis.
IEEE Access, 2020

Load-In-Load-Out AGV Route Planning in Automatic Container Terminal.
IEEE Access, 2020

Composition and Application of Extended Colored Logic Petri Nets to E-Commerce Systems.
IEEE Access, 2020

Shared P-Type Logic Petri Net Composition and Property Analysis: A Vector Computational Method.
IEEE Access, 2020

Multi-objective Discrete Grey Wolf Optimizer for Solving Stochastic Multi-objective Disassembly Sequencing and Line Balancing Problem.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Multi-objective Discrete Brainstorming Optimizer for Stochastic Disassembly Line Balancing Problem Subject to Disassembly Failure.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Stochastic Sequence-dependent Multi-objective Disassembly Line Balancing Model Subject to Task Failure and Resource Constraint via Multi-objective Cuckoo Search.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Multi-Objective Discrete Migratory Bird Optimizer for Stochastic Disassembly Line Balancing Problem.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

The Optimal Pricing Strategy of Online Products Based on Anchoring Effect.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A Petri Net-Based Traffic Rerouting System by Adopting Traffic Lights and Dynamic Message Signs.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Improved Artificial Bee Colony Algorithm for Solving a Single-Objective Sequence-dependent Disassembly Line Balancing Problem.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

Scheduling a Stochastic Remanufacturing Process with Disassembly, Reprocessing and Reassembly.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

2019
Multiperiod Asset Allocation Considering Dynamic Loss Aversion Behavior of Investors.
IEEE Trans. Comput. Soc. Syst., 2019

Clustering-Algorithm-Based Rare-Event Evolution Analysis via Social Media Data.
IEEE Trans. Comput. Soc. Syst., 2019

A Hybrid MIP-CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes.
IEEE Trans Autom. Sci. Eng., 2019

A Web Service Composition Approach Based on Planning Graph and Propositional Logic.
J. Organ. End User Comput., 2019

Efficient deviation detection between a process model and event logs.
IEEE CAA J. Autom. Sinica, 2019

A user requirement oriented web service discovery approach based on logic and threshold petri net.
IEEE CAA J. Autom. Sinica, 2019

Repair Process Models Containing Non-Free-Choice Structures Based on Logic Petri Nets.
IEEE Access, 2019

A Method for Repairing Process Models Containing a Choice With Concurrency Structure by Using Logic Petri Nets.
IEEE Access, 2019

A Logic Petri Net-Based Model Repair Approach by Constructing Choice Bridges.
IEEE Access, 2019

A Process Model Repair Approach by Constructing Choice Structures via Logic Petri Nets.
IEEE Access, 2019

A Simple Logic Transition Repair Method for Business Process Models via Logic Petri Nets.
IEEE Access, 2019

A Logic Petri Net-Based Method for Repairing Process Models With Concurrent Blocks.
IEEE Access, 2019

A Method for Mining Process Models With Indirect Dependencies via Petri Nets.
IEEE Access, 2019

Logic Petri Net Synthesis for Cooperative Systems.
IEEE Access, 2019

AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation.
IEEE Access, 2019

A Heterogeneous Evolving Cuckoo Search Algorithm for Solving Large-Scale Combined Heat and Power Economic Dispatch Problems.
IEEE Access, 2019

A Model Repair Approach Based on Petri Nets by Constructing Free-Loop Structures.
IEEE Access, 2019

Modeling the Effort and Learning Ability of Students in MOOCs.
IEEE Access, 2019

Artificial-Molecule-Based Chemical Reaction Optimization for Flow Shop Scheduling Problem With Deteriorating and Learning Effects.
IEEE Access, 2019

Solving Sequence-dependent Disassembly Line Balancing Problem with Improved Cuckoo Search Algorithm.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Comparative Study on Two Ground Truth Inference Algorithms based on Manually Labeled Social Media Data.
Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

Stochastic Dual-objective Disassembly Sequence Planning with Consideration of Learning Effect.
Proceedings of the 16th IEEE International Conference on Networking, Sensing and Control, 2019

2018
A Two-level Traffic Light Control Strategy for Preventing Incident-Based Urban Traffic Congestion.
IEEE Trans. Intell. Transp. Syst., 2018

Modified cuckoo search algorithm to solve economic power dispatch optimization problems.
IEEE CAA J. Autom. Sinica, 2018

A dynamic road incident information delivery strategy to reduce urban traffic congestion.
IEEE CAA J. Autom. Sinica, 2018

An approach to repair Petri net-based process models with choice structures.
Enterp. Inf. Syst., 2018

An Improved Binary Cuckoo Search Algorithm for Solving Unit Commitment Problems: Methodological Description.
IEEE Access, 2018

Repairing Process Models Containing Choice Structures via Logic Petri Nets.
IEEE Access, 2018

An Approach for Repairing Process Models Based on Logic Petri Nets.
IEEE Access, 2018

Repairing Process Models With Logical Concurrent and Casual Relations via Logical Petri Nets.
IEEE Access, 2018

An Alpha-FL Algorithm for Discovering Free Loop Structures From Incomplete Event Logs.
IEEE Access, 2018

Stochastic Disassembly Sequence Optimization for Profit and Energy Consumption.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Analysis of urban traffic jam formation based on extended cell transmission model.
Proceedings of the 15th IEEE International Conference on Networking, Sensing and Control, 2018

Traffic incident message dissemination for reducing traffic congestion.
Proceedings of the 15th IEEE International Conference on Networking, Sensing and Control, 2018

2017
Impact of Driving Behavior on Traffic Delay at a Congested Signalized Intersection.
IEEE Trans. Intell. Transp. Syst., 2017

Partition-based collaborative tensor factorization for POI recommendation.
IEEE CAA J. Autom. Sinica, 2017

Composition of Logical Petri Nets and Compatibility Analysis.
IEEE Access, 2017

Analyzing temporal-spatial evolution of rare events by using social media data.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016
Emergency Traffic-Light Control System Design for Intersections Subject to Accidents.
IEEE Trans. Intell. Transp. Syst., 2016

An emergency traffic light strategy to prevent traffic congestion.
Proceedings of the 13th IEEE International Conference on Networking, Sensing, and Control, 2016

2015
Modeling and control of urban road intersections with incidents via timed Petri nets.
Proceedings of the 12th IEEE International Conference on Networking, Sensing and Control, 2015

2014
Analysis and Application of Logical Petri Nets to E-Commerce Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Reachability analysis of logic Petri nets using incidence matrix.
Enterp. Inf. Syst., 2014

2013
Real-Time Traffic Camera-Light Control Systems for Intersections Subject to Accidents: A Petri Net Approach.
Proceedings of the IEEE International Conference on Systems, 2013

2012
Cluster-oriented service composition modeling method based on logical net units.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

2011
A vector matching method for analysing logic Petri nets.
Enterp. Inf. Syst., 2011


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