Qingfu Zhang

A Systematic Survey on Large Language Models for Algorithm Design

ACM Computing Surveys 2026cited by 6position: contributordoi

PMGDA: A Preference-Based Multiple Gradient Descent Algorithm

IEEE Transactions on Emerging Topics in Computational Intelligence 2026cited by 5position: contributordoi

Leader–Follower Disagreement Minimization in Social Networks

IEEE Transactions on Evolutionary Computation 2026cited by 1position: contributordoi

Instance-Conditioned Adaptation for Large-Scale Generalization of Neural Routing Solver

IEEE Transactions on Intelligent Transportation Systems 2026cited by 0position: contributordoi

Mining Association Patterns From Neighborhood Insight

IEEE Transactions on Pattern Analysis and Machine Intelligence 2026cited by 0position: contributordoi

A neighborhood-based momentum approach to accelerate convergence in multi-objective optimization

Swarm and Evolutionary Computation 2026cited by 0position: contributordoi

Adapting MOEA/D to CMA-ES for Dealing with Ill-Conditioned Multiobjective Problems

Evolutionary Computation 2026cited by 0position: contributordoi

Surrogate Model-Assisted Optimization for Ultrawideband Bidirectional Absorptive Common-Mode Filter Design

IEEE Transactions on Signal and Power Integrity 2026cited by 0position: contributordoi

EvolCAF: Automatic Cost-Aware Acquisition Function Design Using Large Language Models

Evolutionary Computation 2026cited by 0position: contributordoi

A Permutation-Invariant and Variable-Dimension Data-Driven Evolutionary Algorithm for Indoor Antenna Layout Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems 2026cited by 0position: contributordoi

Multi-Objective Kernel Ridge Regression-Assisted Subproblem Co-Optimization for Expensive Multi-Objective Binary Optimization

IEEE Transactions on Evolutionary Computation 2026cited by 0position: contributordoi

Top-K-Aware Set Optimization for Component-Sharing Multiobjective Optimization

IEEE Transactions on Evolutionary Computation 2026cited by 0position: contributordoi

CAN: A Curvature-Aware Nesterov Optimizer for Fast Elastic Simulation With Topological Changes

IEEE Transactions on Visualization and Computer Graphics 2026cited by 0position: contributordoi

Commonality Feature Representation Learning for Unsupervised Multimodal Change Detection

IEEE Transactions on Image Processing 2025cited by 33position: contributordoi

A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling

IEEE Transactions on Evolutionary Computation 2025cited by 31position: contributordoi

Trajectory Planning for UAV Swarm Tracking Moving Target Based on an Improved Model Predictive Control Fusion Algorithm

IEEE Internet of Things Journal 2025cited by 24position: contributordoi

Large Language Model for Multiobjective Evolutionary Optimization

Lecture Notes in Computer Science 2025cited by 23position: contributordoi

RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 2025cited by 15position: contributordoi

RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

2025cited by 13position: middledoi

Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing

IEEE Transactions on Evolutionary Computation 2025cited by 13position: contributordoi

Adaptive Multi/Many-Objective Transformation for Constrained Optimization

IEEE Transactions on Systems, Man, and Cybernetics: Systems 2025cited by 10position: contributordoi

Community Opinion Maximization in Social Networks

IEEE Transactions on Evolutionary Computation 2025cited by 6position: contributordoi

Solving Multiobjective Combinatorial Optimization via Learning to Improve Method

IEEE Transactions on Emerging Topics in Computational Intelligence 2025cited by 6position: contributordoi

Micro Many-Objective Evolutionary Algorithm With Knowledge Transfer

IEEE Transactions on Emerging Topics in Computational Intelligence 2025cited by 6position: contributordoi

Dealing With Structure Constraints in Evolutionary Pareto Set Learning

IEEE Transactions on Evolutionary Computation 2025cited by 4position: contributordoi

Exploring the Adversarial Frontier: Quantifying Robustness via Adversarial Hypervolume

IEEE Transactions on Emerging Topics in Computational Intelligence 2025cited by 4position: contributordoi

Inhibition of CDK5 signaling mediated inflammation in macrophages promotes cutaneous wound healing

Scientific Reports 2025cited by 3position: middledoi

Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree

IEEE Transactions on Evolutionary Computation 2025cited by 3position: contributordoi

Rethinking Supervised Learning-Based Neural Combinatorial Optimization for Routing Problem

ACM Transactions on Evolutionary Learning and Optimization 2025cited by 3position: contributordoi

Parametric Pareto Set Learning: Amortizing Multi-Objective Optimization With Parameters

IEEE Transactions on Evolutionary Computation 2025cited by 3position: contributordoi

Recent publications

Grants

Frequent collaborators