Peng Yang

Orcid: 0000-0001-5333-6155

Affiliations:
  • Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
  • University of Science and Technology of China, School of Computer Science and Technology, USTC-Birmingham Joint Research Institute in Intelligent Computation and Its Applications, Hefei, China (former)


According to our database1, Peng Yang authored at least 46 papers between 2014 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Stage-Wise Magnitude-Based Pruning for Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization.
Swarm Evol. Comput., 2024

Unmanned Aerial Vehicle-enabled grassland restoration with energy-sensitive of trajectory design and restoration areas allocation via a cooperative memetic algorithm.
Eng. Appl. Artif. Intell., 2024

A UAV-Enabled Time-Sensitive Data Collection Scheme for Grassland Monitoring Edge Networks.
CoRR, 2024

It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization.
CoRR, 2024

Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models.
CoRR, 2024

Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization.
CoRR, 2024

2023
Differential evolution guided by approximated Pareto set for multiobjective optimization.
Inf. Sci., June, 2023

Multi-Fidelity Simulation Modeling for Discrete Event Simulation: An Optimization Perspective.
IEEE Trans Autom. Sci. Eng., April, 2023

An Evolutionary Guardrail Layout Design Framework for Crowd Control in Subway Stations.
IEEE Trans. Comput. Soc. Syst., February, 2023

Pointer Networks Trained Better via Evolutionary Algorithms.
CoRR, 2023

Diversity from Human Feedback.
CoRR, 2023

Reducing Idleness in Financial Cloud via Multi-objective Evolutionary Reinforcement Learning based Load Balancer.
CoRR, 2023

RM-SAEA: Regularity Model Based Surrogate-Assisted Evolutionary Algorithms for Expensive Multi-Objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems.
IEEE Trans. Evol. Comput., 2022

Evolutionary reinforcement learning via cooperative coevolutionary negatively correlated search.
Swarm Evol. Comput., 2022

Near-Optimal Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration.
CoRR, 2022

TransVLAD: Focusing on Locally Aggregated Descriptors for Few-Shot Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Enabling Surrogate-Assisted Evolutionary Reinforcement Learning via Policy Embedding.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

Reinforcement Learning Based Vertical Scaling for Hybrid Deployment in Cloud Computing.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021
Few-Shots Parallel Algorithm Portfolio Construction via Co-Evolution.
IEEE Trans. Evol. Comput., 2021

A heuristic repair method for dial-a-ride problem in intracity logistic based on neighborhood shrinking.
Multim. Tools Appl., 2021

Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses.
Int. J. Autom. Comput., 2021

Parallel exploration via negatively correlated search.
Frontiers Comput. Sci., 2021

Robust Dynamic Network Embedding via Ensembles.
CoRR, 2021

Parallel Random Embedding with Negatively Correlated Search.
Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

Implicit Neural Network for Implicit Data Regression Problems.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020
Optimal Energy-Delay Scheduling for Energy-Harvesting WSNs With Interference Channel via Negatively Correlated Search.
IEEE Internet Things J., 2020

Few-shots Parameter Tuning via Co-evolution.
CoRR, 2020

Multi-objective Magnitude-Based Pruning for Latency-Aware Deep Neural Network Compression.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

2019
Negatively Correlated Search as a Parallel Exploration Search Strategy.
CoRR, 2019

A Parallel Divide-and-Conquer-Based Evolutionary Algorithm for Large-Scale Optimization.
IEEE Access, 2019

Optimal Stochastic and Online Learning with Individual Iterates.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Optimal Energy-Delay Scheduling for Energy Harvesting WSNs via Negatively Correlated Search.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

An Experimental Study of Large-scale Capacitated Vehicle Routing Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
Turning High-Dimensional Optimization Into Computationally Expensive Optimization.
IEEE Trans. Evol. Comput., 2018

A Fast Heuristic Path Computation Algorithm for the Batch Bandwidth Constrained Routing Problem in SDN.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

2017
A Quality-Sensitive Method for Learning from Crowds.
IEEE Trans. Knowl. Data Eng., 2017

2016
Negatively Correlated Search.
IEEE J. Sel. Areas Commun., 2016

High-dimensional Black-box Optimization via Divide and Approximate Conquer.
CoRR, 2016

A multi-modal optimization approach to single path planning for unmanned aerial vehicle.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Path Planning for Single Unmanned Aerial Vehicle by Separately Evolving Waypoints.
IEEE Trans. Robotics, 2015

Improving Estimation of Distribution Algorithm on Multimodal Problems by Detecting Promising Areas.
IEEE Trans. Cybern., 2015

Negatively Correlated Cooperative Search.
CoRR, 2015

A new Evolutionary multi-objective algorithm for Convex Hull Maximization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Estimation of Distribution Algorithms based Unmanned Aerial Vehicle path planner using a new coordinate system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014


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