童向荣

2026

Variational Autoencoder-Based Knowledge Transfer in Federated Continual Recommendation

International Conference on Machine Intelligence Theory and Applications (MiTA)

DOI

2026

ELM-Enhanced PSO Algorithm for Global Optimization

International Conference on Machine Intelligence Theory and Applications (MiTA)

DOI

2026

CIHML: A Heterogeneous Mutual Learning Knowledge Distillation Framework Based on Intermediate Layer Alignment

International Conference on Machine Intelligence Theory and Applications (MiTA)

DOI

2026

FedMIF: Fast-Generalization Image Fusion Via Task-Customized Nodes Federated Learning

IEEE Transactions on Multimedia

DOI

2025

Cross representation subspace learning for multi-view clustering

Expert Systems With Applications，Vol. 286

DOI

2025

Multi-view subspace clustering via slack consistency and double-side orthogonal diversity

Expert Systems With Applications，Vol. 277

DOI

2025

KD-MoLoRA: An Efficient Fine-Tuning Approach with MoLoRA and Knowledge Distillation

DOI

2025

A Federated Recommendation System with a Dual-Layer Multi-Head Attention Network and Regularization Strategy

Entropy

DOI

2025

Dual-layer cross-modal alignment recommendation based on the diffusion model

Information Fusion

DOI

2025

A constrained multi-objective evolutionary algorithm via separate exploration and united exploitation strategy

Swarm and Evolutionary Computation

DOI

2025

Multi-dimensional requirements for reinforcement recommendation reasoning

Applied Intelligence

DOI

2025

A Real-Time Route Prediction-Based Multiobjective Task Allocation for Opportunistic Mobile Crowdsensing

IEEE Transactions on Computational Social Systems

DOI

2024

一种偏差和方差双降的双鲁棒去偏学习模型

《小型微型计算机系统》

2024

基于增强生长型神经气的高维多目标进化算法

《数据采集与处理》

2024

基于双阶段搜索的约束进化多任务优化算法

《计算机应用》

2024

Meta doubly robust: Debiasing CVR prediction via meta-learning with a small amount of unbiased data

Knowledge-Based Systems

DOI

2024

Determining Task Assignments for Candidate Workers Based on Trajectory Prediction

IEEE Transactions on Mobile Computing

DOI

2024

F2UL: Fairness-Aware Federated Unlearning for Data Trading

IEEE Transactions on Mobile Computing

DOI

2024

Multi-behavior contrastive learning with graph neural networks for recommendation

Knowledge-Based Systems

DOI

2024

An Incentive Algorithm for Cross-region Task Allocation based on Worker Coalition Under Mobile Crowdsourcing

IEEE International Conference on Web Services (ICWS)

DOI

2024

Enhancing Imbalanced Classification with Support Vector Machines via Evolutionary Oversampling Algorithms

IEEE Congress on Evolutionary Computation (CEC)

DOI

2024

Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks

IEEE Congress on Evolutionary Computation (CEC)

DOI

2024

Phased Continuous Exploration Method for Cooperative Multi-Agent Reinforcement Learning

IEEE Conference on Artificial Intelligence (CAI)

DOI

2024

A pareto fronts relationship identification-based two-stage constrained evolutionary algorithm

Applied Soft Computing

DOI

2024

Mobile Crowdsourcing Quality Control Method Based on Four-Party Evolutionary Game in Edge Cloud Environment

IEEE Transactions on Computational Social Systems

DOI

2024

A Practical Byzantine Fault Tolerant Algorithm Based on Credit Value and Dynamic Grouping

Communications in computer and information science

DOI

2024

A Practical Byzantine Fault Tolerance Algorithms Based on Randomized Mean Clustering, Trust and Credibility

Communications in computer and information science

DOI

2023

基于知识图谱的轻量级图卷积网络推荐

《南京大学学报(自然科学)》

2023

众包中基于CIDA和PI-Cosine的双向质量控制策略

《计算机科学》

2023

基于冲突搜索的多智能体路径规划研究进展

《计算机科学》

2023

基于知识引导的自适应序列强化学习模型

《模式识别与人工智能》

2023

融合知识图谱的推荐系统研究进展

《浙江大学学报(工学版)》

2023

基于RepVGG和LSTM两阶段移动众包任务分配算法

《燕山大学学报》

2023

基于信任评估模型的PBFT共识算法

《山西大学学报(自然科学版)》

2023

Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach

IEEE Transactions on Mobile Computing

DOI

2023

Task offloading optimization mechanism based on deep neural network in edge-cloud environment

Journal of Cloud Computing

DOI

2023

A Triple Real-Time Trajectory Privacy Protection Mechanism Based on Edge Computing and Blockchain in Mobile Crowdsourcing

IEEE Transactions on Mobile Computing

DOI

2023

A Reinforcement Learning List Recommendation Model Fused with Graph Neural Networks

Electronics

DOI

2023

Improved PBFT Consensus Algorithm Based on Node Role Division

Journal of Computer and Communications

DOI

2023

Two-Stage Bilateral Online Priority Assignment in Spatio-Temporal Crowdsourcing

IEEE Transactions on Services Computing

DOI

2023

A Trust Inference Method Employing Combinatorial Strategies

Wireless Communications and Mobile Computing

DOI

2023

An Adaptive Two-Population Evolutionary Algorithm for Constrained Multi-Objective Optimization Problems

IEEE Access

DOI

2023

A Personalized Location Privacy Protection System in Mobile Crowdsourcing

IEEE Internet of Things Journal

DOI

2023

Planning-based mobile crowdsourcing bidirectional multi-stage online task assignment

Computer Networks

DOI

2023

Multi-layer Attention Social Recommendation System Based on Deep Reinforcement Learning

Lecture notes in computer science

DOI

2022

基于tri-training和极限学习机的跨领域信任预测

《计算机研究与发展》

2022

A dynamic algorithm for trust inference based on double DQN in the internet of things

Digit. Commun. Networks

DOI

2022

A dynamic bidirectional heuristic trust path search algorithm

CAAI Transactions on Intelligence Technology

DOI

2022

Trust Recommendation Based on Deep Deterministic Strategy Gradient Algorithm

IEEE Access

DOI

2022

ELM-NeuralWalk: trust evaluation for online social networks

International Journal of Bio-Inspired Computation (IJBIC)

DOI

2022

Three-Party Evolutionary Game Model of Stakeholders in Mobile Crowdsourcing

IEEE Transactions on Computational Social Systems

DOI

2022

A Trust Prediction Method Based on Heterogeneous Information Networks

International Conference on Systems and Informatics

DOI

2022

Game Theory in Internet of Things: A Survey

IEEE Internet of Things Journal

DOI

2022

Task assignment for hybrid scenarios in spatial crowdsourcing: A Q-Learning-based approach

Applied Soft Computing

DOI

2022

Privacy protection federated learning system based on blockchain and edge computing in mobile crowdsourcing

Computer Networks

DOI

2021

信任和效用关系约束的联盟结构生成

《电子与信息学报》

2021

Multi-stage online task assignment driven by offline data under spatio-temporal crowdsourcing

Digital Communications and Networks

DOI

2021

Multi-objective task assignment for maximizing social welfare in spatio-temporal crowdsourcing

China Communications

DOI

2021

New Crowd Sensing Computing in Space-Air-Ground Integrated Networks

2021 International Conference on Space-Air-Ground Computing (SAGC)

DOI

2021

A two‐stage privacy protection mechanism based on blockchain in mobile crowdsourcing

International Journal of Intelligent Systems

DOI

2021

Min- k -Cut Coalition Structure Generation on Trust-Utility Relationship Graph

Wireless Communications and Mobile Computing

DOI

2021

PARP: A Parallel Traffic Condition Driven Route Planning Model on Dynamic Road Networks

ACM Transactions on Intelligent Systems and Technology

DOI

2021

Service Quality Loss-aware Privacy Protection Mechanism in Edge-Cloud IoTs

International Conference on Advanced Computational Intelligence

DOI

2021

Trust Prediction Based on Extreme Learning Machine and Asymmetric Tri-Training

IEEE Access

DOI

2021

Dynamic Weighted Anytime Bounded Cost Search Algorithm

International Conference on Systems and Informatics

DOI

2021

Data-Driven Many-Objective Crowd Worker Selection for Mobile Crowdsourcing in Industrial IoT

IEEE Transactions on Industrial Informatics

DOI

2021

Multistrategy Repeated Game‐Based Mobile Crowdsourcing Incentive Mechanism for Mobile Edge Computing in Internet of Things

Wireless Communications and Mobile Computing

DOI

2020

基于众包工人移动轨迹的任务推荐模型

《计算机科学》

2020

基于强化学习DQN的智能体信任增强

《计算机研究与发展》

2020

基于特定类的区间值决策系统的分布约简

《计算机科学》

2020

基于禁忌搜索的时空众包任务分配算法

《智能系统学报》

2020

混合决策信息系统的模糊效用三支决策模型

《郑州大学学报(理学版)》

DOI

2020

A privacy-preserving mechanism based on local differential privacy in edge computing

China Communications

DOI

2020

基于特定类的区间值决策系统的分布约简 (Class-specific Distribution Preservation Reduction in Interval-valued Decision Systems)

《计算机科学》

DOI

2020

Dynamic Weighted Heuristic Trust Path Search Algorithm

IEEE Access

DOI

2020

Research Progress of Trust Evaluation

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

Anytime Dynamic Heuristic Search for Suboptimal Solution on Path Search

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

A Dimension Convergence-Based Evolutionary Algorithm for Many-Objective Optimization Problems

IEEE Access

DOI

2020

A worker-selection incentive mechanism for optimizing platform-centric mobile crowdsourcing systems

Comput. Networks

DOI

2020

Agent Trust Boost via Reinforcement Learning DQN

DOI

2020

A Local Trust Inferring Algorithm based on Reinforcement Learning DoubleDQN in Online Social Networks

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

Intelligent trust path search

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

基于差别矩阵的区间值决策系统 β 分布约简

DOI

2020

Monte-Carlo Tree Search for Graph Coalition Structure Generation

2020 13th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

A Dynamic Privacy Protection Mechanism for Spatiotemporal Crowdsourcing

Security and Communication Networks

DOI

2020

Scalable KDE-based top- n local outlier detection over large-scale data streams

Knowledge-Based Systems

DOI

2020

Walrasian Equilibrium-Based Multiobjective Optimization for Task Allocation in Mobile Crowdsourcing

IEEE Transactions on Computational Social Systems

DOI

2020

Privacy Protection Based on Stream Cipher for Spatiotemporal Data in IoT

IEEE Internet of Things Journal

DOI

2020

Find you if you drive: Inferring home locations for vehicles with surveillance camera data

Knowledge-Based Systems

DOI

2020

Layer-constrained variational autoencoding kernel density estimation model for anomaly detection

Knowledge-Based Systems

DOI

2020

Anomaly Detection in High-Dimensional Data Based on Autoregressive Flow

Lecture notes in computer science

DOI

2019

约束条件下联盟生成研究进展

《智能系统学报》

2019

集值信息系统的快速正域约简

《智能系统学报》

2019

融合非稀疏信任网络的时间底限变动的智能体协商模型

《计算机研究与发展》

2019

基于多特定类的序决策表下近似约简

《计算机科学》

2019

不完备决策系统下的多特定类广义决策约简

《智能系统学报》

2019

社交网络下基于列表级排序学习的推荐算法

《计算机工程与设计》

DOI

2019

基于多特定类的序决策表下近似约简 (Multi-class-specific Attribute Reduction of Lower Approximation in Ordered Decision Tables)

《计算机科学》

DOI

2019

Personalized project recommendations: using reinforcement learning

EURASIP Journal on Wireless Communications and Networking

DOI

2019

Diverse Exploration via Conjugate Policies for Policy Gradient Methods

AAAI Conference on Artificial Intelligence

DOI

2019

An Optimization and Auction-Based Incentive Mechanism to Maximize Social Welfare for Mobile Crowdsourcing

IEEE Transactions on Computational Social Systems

DOI

2019

Task Allocation Model Based on Worker Friend Relationship for Mobile Crowdsourcing

Italian National Conference on Sensors

DOI

2018

社交网络传播路径对谣言传播影响的研究

《小型微型计算机系统》

2018

不协调区间值决策系统的最大分布约简

《智能系统学报》

2018

基于加权启发式搜索的鲁棒性信任路径生成

《南京大学学报(自然科学)》

2018

The Truthful Evolution and Incentive for Large-Scale Mobile Crowd Sensing Networks

IEEE Access

DOI

2018

Truthful incentive mechanism with location privacy-preserving for mobile crowdsourcing systems

Comput. Networks

DOI

2018

An Incentive Mechanism in Mobile Crowdsourcing Based on Multi-Attribute Reverse Auctions

Italian National Conference on Sensors

DOI

2018

A novel task recommendation model for mobile crowdsourcing systems

Int. J. Sens. Networks

DOI

2018

The Novel Location Privacy-Preserving CKD for Mobile Crowdsourcing Systems

IEEE Access

DOI

2017

不协调区间值决策系统的分布约简

《计算机科学》

2017

广义分布保持属性约简研究

《智能系统学报》

2017

信任网络形成及其在智能推荐中的应用研究进展

《小型微型计算机系统》

2017

不协调区间值决策系统的知识约简

《小型微型计算机系统》

2017

不协调区间值决策系统的分布约简 (Distribution Reduction in Inconsistent Interval-valued Decision Systems)

《计算机科学》

DOI

2017

A differentially k-anonymity-based location privacy-preserving for mobile crowdsourcing systems

International Conference on Identification, Information, and Knowledge in the Internet of Things

DOI

2017

Evaluating and Mitigating Malicious Data Aggregates in Named Data Networking

KSII Transactions on Internet and Information Systems

DOI

2017

On the urgency of implementing Interest NACK into CCN: from the perspective of countering advanced interest flooding attacks

IET Networks

DOI

2016

基于演化博弈论的网络信息传播群体行为分析

《智能系统学报》

2016

二阶邻居网络算法研究

《小型微型计算机系统》

2016

基于信任网络条件传递与归并的推荐算法

《福建电脑》

2016

A Task Recommendation Model for Mobile Crowdsourcing Systems Based on Dwell-Time

2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), Social Computing and Networking (SocialCom), Sustainable Computing and Communications (SustainCom) (BDCloud-SocialCom-SustainCom)

DOI

2016

A game theory-based trust measurement model for social networks

Computational Social Networks

DOI

2016

Research on the transitivity closure of trust network

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery

DOI

2016

滞留時間に基づくモバイルクラウドソーシングシステムのためのタスクレコメンデーションモデル【Powered by NICT】

2016

An incentive mechanism with privacy protection in mobile crowdsourcing systems

Comput. Networks

DOI

2015

基于多目标优化的多Agent信任联盟模型

《济南大学学报(自然科学版)》

2015

A Trust Evolution Mechanism for Mobile Social Networks Based on Wright-Fisher

Wireless Algorithms, Systems, and Applications

DOI

2015

A logic model of interest in information network

International Conference on Interaction Sciences

DOI

2014

基于博弈论的网络信息传播模型的研究

《计算机科学》

2014

结合信任的推荐系统的性质

《计算机应用》

2014

Transitivity of Agent Subjective Trust: Transitivity of Agent Subjective Trust

DOI

2013

复杂网络中的二阶邻居网络

《吉林大学学报(工学版)》

2013

微博中基于用户偏好的信息传播研究

《计算机工程与科学》

2013

Formation of Transitive Trust Networks

DOI

2013

Second-order neighborhoods in complex network

Journal of Jilin University

2012

Agent negotiation on resources with nonlinear utility functions

Computer Science and Information Systems

DOI

2012

Subjectivity and Objectivity of Trust

Agents and Data Mining Interaction

DOI

2012

Agent negotiation over multiple divisible resources with nonlinear utility functions under incomplete information

International Conference on Systems and Informatics

DOI

2011

O (2.983 n ) Time Complexity Algorithm for Optimal Coalition Structure Generation: O (2.983 n ) Time Complexity Algorithm for Optimal Coalition Structure Generation

DOI

2010

预期关联规则集及其基数的定量分析

《模式识别与人工智能》

2010

多Agent合作求解中的信任与协商研究

《北京交通大学》

2010

一种基于多目标优化的Agent多议题协商模型

《计算机工程与科学》

2010

Learning opponent's indifference curve in multi-issue negotiation combining rule based reasoning with Bayesian classifier

International Conference on Natural Computation (ICNC)

DOI

2009

Agent long-term coalition credit

Expert Systems With Applications，Vol. 36, No. 5

DOI

2009

Agent动态交互信任预测与行为异常检测模型

《计算机研究与发展》

2009

一种基于案例的Agent多议题协商模型

《计算机研究与发展》

2009

一种Agent组织信任计算模型

《北京交通大学学报》

2009

最优联盟结构生成算法中的分支限界技术

《北京交通大学学报》

2009

Branch-and-Bound Technique for Generation Algorithm of Optimal Coalition Structure

Journal of Beijing Jiaotong University

2009

Prediction and Abnormal Behavior Detection of Agent Dynamic Interaction Trust

2009

A Case Based Agent Multi-Issue Negotiation Model

2009

Group Trust and Group Reputation

2009 Fifth International Conference on Natural Computation

DOI

2008

Agent Multi-issue Negotiation with Cases

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2007

基于信任和声誉的Agent组织信誉模型

《计算机科学与探索》

2006

基于模糊盟友关系的多主体系统长期联盟

《计算机研究与发展》

2022

Trust Recommended Algorithm Based on DDPG and Attention Mechanism

Proceedings of 3rd International Symposium on Information Science and Engineering Technology(SISET2022)(VOL.1)

DOI

2025

Multi-Behavior Recommendation with Cross Cascading Graph Convolution Networks

SSRN Electronic Journal

DOI

2024

A Coevolutionary Algorithm with Diffusive Growing Neural Gas Strategy for Many-Objective Optimization Problems with Irregular Pareto Front

Research Square

DOI

2024

Data and Knowledge-Driven Dual-State Augmented Reinforcement Learning for Sequential Recommendation

SSRN Electronic Journal

DOI