李克

2026

大数据专业下网络爬虫类课程案例教学研究

《科技风》

2026

面向多知识图谱融合的实体对齐优化方法

《计算机工程》

DOI

2025

基于动态深度可分离卷积的小目标检测模型

《电脑知识与技术》

2024

Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search

IEEE Transactions on Evolutionary Computation

DOI

2023

Exploring Structural Similarity in Fitness Landscapes via Graph Data Mining: A Case Study on Number Partitioning Problems

International Joint Conference on Artificial Intelligence

DOI

2022

Data-Driven Evolutionary Multi-Objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2022

A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments

IEEE Transactions on Evolutionary Computation

DOI

2022

Interactive Evolutionary Multiobjective Optimization via Learning to Rank

IEEE Transactions on Evolutionary Computation

DOI

2021

Decomposition multi-objective optimisation: current developments and future opportunities

GECCO Companion

DOI

2021

Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation

IEEE Transactions on Evolutionary Computation

DOI

2021

Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization

IEEE Transactions on Evolutionary Computation

DOI

2021

Posterior Decision Making Based on Decomposition-Driven Knee Point Identification

IEEE Transactions on Evolutionary Computation

DOI

2021

Knee Point Identification Based on the Geometric Characteristic

IEEE International Conference on Systems, Man and Cybernetics

DOI

2021

Transfer Bayesian Optimization for Expensive Black-Box Optimization in Dynamic Environment

IEEE International Conference on Systems, Man and Cybernetics

DOI

2021

Empirical study of correlations in the fitness landscapes of combinatorial optimization problems

GECCO Companion

DOI

2021

Empirical Studies on the Role of the Decision Maker in Interactive Evolutionary Multi-Objective Optimization

IEEE Congress on Evolutionary Computation

DOI

2021

A vector angles-based many-objective particle swarm optimization algorithm using archive

Applied Soft Computing

DOI

2021

Decomposition Multi-Objective Evolutionary Optimization: From State-of-the-Art to Future Opportunities

arXiv.org

2020

Decomposition multi-objective optimisation: current developments and future opportunities

GECCO Companion

DOI

2020

Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities

arXiv.org

2020

Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems

Annual Conference on Genetic and Evolutionary Computation

DOI

2020

Surrogate Assisted Evolutionary Algorithm Based on Transfer Learning for Dynamic Expensive Multi-Objective Optimisation Problems

IEEE Congress on Evolutionary Computation

DOI

2020

Knee Point Identification Based on Voronoi Diagram

IEEE International Conference on Systems, Man and Cybernetics

DOI

2020

Understanding the Automated Parameter Optimization on Transfer Learning for Cross-Project Defect Prediction: An Empirical Study

International Conference on Software Engineering

DOI

2020

On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D

EvoCOP

DOI

2020

Reference Point Based Multi-Objective Optimization of Reservoir Operation: a Comparison of Three Algorithms

Water resources management

DOI

2019

Security testing of web applications: a search-based approach for detecting SQL injection vulnerabilities

Annual Conference on Genetic and Evolutionary Computation

DOI

2019

Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons

IEEE Congress on Evolutionary Computation

DOI

2019

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution

IEEE Congress on Evolutionary Computation

DOI

2019

Progressive Preference Learning: Proof-of-Principle Results in MOEA/D

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2019

Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2019

Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain

Information Sciences

DOI

2019

Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

IEEE Transactions on Evolutionary Computation

DOI

2018

University of Birmingham R-Metric:

2018

Supplementary Document of “ Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization ”

2018

Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions

IEEE transactions on fuzzy systems

DOI

2018

Multi-Tenant Cloud Service Composition Using Evolutionary Optimization

International Conference on Parallel and Distributed Systems

DOI

2018

Decomposition multi-objective optimisation: current developments and future opportunities

Annual Conference on Genetic and Evolutionary Computation

DOI

2018

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

IEEE Transactions on Evolutionary Computation

DOI

2017

Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results

International Conference on Evolutionary Multi-Criterion Optimization

DOI

2017

Integration of Preferences in Decomposition Multi-Objective Optimization

arXiv.org

2017

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

IEEE Transactions on Cybernetics

DOI

2017

Evolutionary Many-Objective Optimization Based on Adversarial Decomposition

IEEE Transactions on Cybernetics

DOI

2017

Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression

Annual Conference on Genetic and Evolutionary Computation

DOI

2017

Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2017

Supplementary File of “ Dynamic Multi-Objectives Optimization with a Changing Number of Objectives ”

2016

Dynamic Multiobjectives Optimization With a Changing Number of Objectives

IEEE Transactions on Evolutionary Computation

DOI

2016

Variable Interaction in Multi-objective Optimization Problems

Parallel Problem Solving from Nature

DOI

2016

Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2016

Adaptive Two-Level Matching-Based Selection for Decomposition Multi-Objective Optimization

arXiv.org

2016

FEMOSAA

ACM Transactions on Software Engineering and Methodology

DOI

2015

A dual-population paradigm for evolutionary multiobjective optimization

Information Sciences

DOI

2015

Evolutionary multiobjective optimization with hybrid selection principles

IEEE Congress on Evolutionary Computation

DOI

2015

Two-Level Stable Matching-Based Selection in MOEA/D

IEEE International Conference on Systems, Man and Cybernetics

DOI

2015

An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition

IEEE Transactions on Evolutionary Computation

DOI

2015

Interrelationship-Based Selection for Decomposition Multiobjective Optimization

IEEE Transactions on Cybernetics

DOI

2015

Class-specific soft voting based multiple extreme learning machines ensemble

Neurocomputing

DOI

2014

Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition

IEEE Transactions on Evolutionary Computation

DOI

2014

Stable Matching-Based Selection in Evolutionary Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2014

Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems

IEEE Transactions on Cybernetics

DOI

2014

AN indicator-based selection multi-objective evolutionary algorithm with preference for multi-class ensemble

International Conference on Machine Learning and Computing

DOI

2014

A general framework for evolutionary multiobjective optimization via manifold learning

Neurocomputing

DOI

2013

EVOLVING EXTREME LEARNING MACHINE PARADIGM WITH ADAPTIVE OPERATOR SELECTION AND PARAMETER CONTROL

DOI

2013

Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization

Information Sciences

DOI

2012

Achieving balance between proximity and diversity in multi-objective evolutionary algorithm

Information Sciences

DOI

2012

A weighted voting method using minimum square error based on Extreme Learning Machine

International Conference on Machine Learning and Computing

DOI

2012

Multi-objective differential evolution with self-navigation

IEEE International Conference on Systems, Man and Cybernetics

DOI

2011

JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii

Annual Conference on Genetic and Evolutionary Computation

DOI

2011

Multi-Objective Differential Evolution with Adaptive Control of Parameters and Operators

Learning and Intelligent Optimization

DOI

2011

Combining interpretable fuzzy rule-based classifiers via multi-objective hierarchical evolutionary algorithm

IEEE International Conference on Systems, Man and Cybernetics

DOI

2026

Y-BotFrame: An Extensible Embodied Agent Framework for Quadruped Robot Assistants

arXiv preprint

2026

CCFM: Collision-Constrained Flow Matching for Safety-Critical Scenario Generation

arXiv preprint

2026

When and Where to Look: Adaptive Visual Evidence Scheduling for Efficient Long Video Understanding

arXiv preprint

2026

LED-BENCH: A Benchmark for Large-format Engineering Drawing Understanding

arXiv preprint

2026

InfoQuant: Shaping Activation Distributions for Low-Bit LLM Quantization

arXiv preprint

2026

AerialClaw: An Open-Source Framework for LLM-Driven Autonomous Aerial Agents

arXiv preprint

2026

ProVG: Progressive Visual Grounding via Language Decoupling for Remote Sensing Imagery

arXiv preprint

2026

HMPDM: A Diffusion Model for Driving Video Prediction with Historical Motion Priors

arXiv preprint

2026

DIRECT: Video Mashup Creation via Hierarchical Multi-Agent Planning and Intent-Guided Editing

arXiv preprint

2026

Can a Robot Walk the Robotic Dog: Triple-Zero Collaborative Navigation for Heterogeneous Multi-Agent Systems

arXiv preprint

2026

Training-Free Open-Vocabulary Visual Grounding for Remote Sensing Images and Videos

arXiv preprint

2025

Dual-BEV Nav: Dual-layer BEV-based Heuristic Path Planning for Robotic Navigation in Unstructured Outdoor Environments

arXiv preprint

2025

ACPs: Agent Collaboration Protocols for the Internet of Agents

arXiv preprint

2025

LTD-Bench: Evaluating Large Language Models by Letting Them Draw

arXiv preprint

2025

Robust Drone-View Geo-Localization via Content-Viewpoint Disentanglement

arXiv preprint

2025

Routing-Led Evolutionary Algorithm for Large-Scale Multi-Objective VNF Placement Problems

arXiv preprint

2025

Multi-label Scene Classification for Autonomous Vehicles: Acquiring and Accumulating Knowledge from Diverse Datasets

arXiv preprint

2025

Destroy and Repair Using Hyper Graphs for Routing

arXiv preprint

2025

Improving Few-Shot Change Detection Visual Question Answering via Decision-Ambiguity-guided Reinforcement Fine-Tuning

arXiv preprint

2025

A Dual-Branch Local-Global Framework for Cross-Resolution Land Cover Mapping

arXiv preprint

2025

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images

arXiv preprint

2025

HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space

arXiv preprint

2024

Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting

arXiv preprint

2024

PAPR in Motion: Seamless Point-level 3D Scene Interpolation

arXiv preprint

2024

A General and Efficient Training for Transformer via Token Expansion

arXiv preprint

2024

Detecting highly collimated photon-jets from Higgs boson exotic decays with deep learning

arXiv preprint

2024

Detecting Complex Multi-step Attacks with Explainable Graph Neural Network

arXiv preprint

2024

Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything

arXiv preprint

2024

Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models

arXiv preprint

2024

A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part I-Past and Future

arXiv preprint

2024

Human-in-the-Loop Policy Optimization for Preference-Based Multi-Objective Reinforcement Learning

arXiv preprint

2024

Evolutionary Alternating Direction Method of Multipliers for Constrained Multi-Objective Optimization with Unknown Constraints

arXiv preprint

2024

FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection

arXiv preprint

2024

MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning

arXiv preprint

2024

Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection

arXiv preprint

2024

Multi-Fidelity Methods for Optimization: A Survey

arXiv preprint

2024

Lightweight single-image super-resolution network based on dual paths

arXiv preprint

2023

Aligning and Prompting Everything All at Once for Universal Visual Perception

arXiv preprint

2023

Masked Autoencoders are Efficient Class Incremental Learners

arXiv preprint

2023

Compressing Neural Networks Using Tensor Networks with Exponentially Fewer Variational Parameters

arXiv preprint

DOI

2023

Discriminating Human-authored from ChatGPT-Generated Code Via Discernable Feature Analysis

arXiv preprint

2023

Learning from Visual Observation via Offline Pretrained State-to-Go Transformer

arXiv preprint

2023

Multidimensional Resource Fragmentation-Aware Virtual Network Embedding in MEC Systems Interconnected by Metro Optical Networks

arXiv preprint

2022

Unlocking the Secrets of Software Configuration Landscapes-Ruggedness, Accessibility, Escapability, and Transferability

arXiv preprint

2022

C3KG: A Chinese Commonsense Conversation Knowledge Graph

arXiv preprint

2022

PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining

arXiv preprint

2022

MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet

arXiv preprint

2022

Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization

arXiv preprint

2022

Training-free Transformer Architecture Search

arXiv preprint

2022

End-To-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization

arXiv preprint

DOI

2022

ARM: Any-Time Super-Resolution Method

arXiv preprint

2022

CF-ViT: A General Coarse-to-Fine Method for Vision Transformer

arXiv preprint

2022

Automated Few-Shot Time Series Forecasting based on Bi-level Programming

arXiv preprint

2022

Compare learning: bi-attention network for few-shot learning

arXiv preprint

2022

Evolutionary Multi-Task Injection Testing on Web Application Firewalls

arXiv preprint

2022

Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-Objective Optimization?

arXiv preprint

2021

LSA: Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation

arXiv preprint

2021

Multi-Objective Reinforcement Learning based Multi-Microgrid System Optimisation Problem

arXiv preprint

2021

Evolutionary Multi-Objective Virtual Network Function Placement: A Formal Model and Effective Algorithms

arXiv preprint

2020

An adaptive high-order unfitted finite element method for elliptic interface problems

arXiv preprint

2020

Filter Grafting for Deep Neural Networks: Reason, Method, and Cultivation

arXiv preprint

2020

BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction

arXiv preprint

2020

Adaptive Operator Selection Based on Dynamic Thompson Sampling for MOEA/D

arXiv preprint

2020

DeepSQLi: Deep Semantic Learning for Testing SQL Injection

arXiv preprint

2020

Knee Point Identification Based on Trade-Off Utility

arXiv preprint

2020

Routing-Led Placement of VNFs in Arbitrary Networks

arXiv preprint

2020

Pruning Filter in Filter

arXiv preprint

2019

Semi-Supervised Adversarial Monocular Depth Estimation

arXiv preprint

2015

Bayesian Multiple Testing Under Sparsity for Polynomial-Tailed Distributions

arXiv preprint