Jinghua Zhu

According to our database, Jinghua Zhu authored at least 69 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

DKD-pFed: A novel framework for personalized federated learning via decoupling knowledge distillation and feature decorrelation.

Liwei Su, Donghao Wang, Jinghua Zhu

Expert Syst. Appl., 2025

FLAV: Federated Learning for Autonomous Vehicle privacy protection.

Yingchun Cui, Jinghua Zhu, Jinbao Li

Ad Hoc Networks, 2025

2024

MChain-SFFL: Multi-Chain Aggregation Privacy Preserving for Server-Free Federated Learning.

Yingchun Cui, Jinghua Zhu

IEEE Trans. Netw. Serv. Manag., August, 2024

Causal Inference for Eliminating Popularity Bias in Session-based Recommendation.

Lin Li, Jinghua Zhu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

An Enhanced MobileNet with Multi-scale Attention Aggregation for DR Classification.

Heran Xi, Hongxu Ji, Yang Hu, Jinbao Li, Jinghua Zhu

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

Cross Pyramid Transformer makes U-net stronger in medical image segmentation.

Jinghua Zhu, Yue Sheng, Hui Cui, Jiquan Ma, Jijian Wang, Heran Xi

Biomed. Signal Process. Control., September, 2023

Short-term energy consumption prediction of electric vehicle charging station using attentional feature engineering and multi-sequence stacked Gated Recurrent Unit.

Jiafeng Zheng, Jinghua Zhu, Heran Xi

Comput. Electr. Eng., May, 2023

Real-Time Electric Vehicle Intelligent Charging Scheduling Strategy in Real Traffic Scenarios.

Yue Yang, Gang Pan, Jinghua Zhu

Proceedings of the 24th IEEE International Symposium on a World of Wireless, 2023

Influence-Guided Data Augmentation in Graph Contrastive Learning for Recommendation.

Qi Zhang, Heran Xi, Jinghua Zhu

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Knowledge Graph Transformer for Sequential Recommendation.

Jinghua Zhu, Yanchang Cui, Zhuohao Zhang, Heran Xi

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Privacy Preserving Federated Learning Framework Based on Multi-chain Aggregation.

Yingchun Cui, Jinghua Zhu

Proceedings of the Database Systems for Advanced Applications, 2023

Privacy Protection Federated Learning Framework Based on Blockchain and Committee Consensus in IoT Devices.

Shuxin Zhang, Jinghua Zhu

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Wasserstein Adversarial Variational Autoencoder for Sequential Recommendation.

Wenbiao Liu, Xianjin Rong, Yingli Zhong, Jinghua Zhu

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

2022

Privacy-Aware Task Allocation Based on Deep Reinforcement Learning for Mobile Crowdsensing.

Mingchuan Yang, Jinghua Zhu, Heran Xi, Yue Yang

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

SILK-BPR: Identify Implicit Friends with Self-guided Walking for Social Recommendation.

Zhiwei Zhou, Heran Xi, Jinghua Zhu

Proceedings of the International Joint Conference on Neural Networks, 2022

A Collaborative Framework for Ad Click-Through Rate Prediction in Mobile App Services.

Xianjin Rong, Jinghua Zhu, Heran Xi

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Knowledge-Aware Self-supervised Graph Representation Learning for Recommendation.

Yeheng Sun, Jinghua Zhu, Heran Xi

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Heterogeneous Graph Based Long- And Short-Term Preference Learning Model for Next POI Recommendation.

Shiyang Zhou, Jinghua Zhu, Heran Xi, Hongjun An

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

Multi-View Attention Networks with Contrastive Predictive Coding for Sequential Recommendation.

Hongjun An, Jinghua Zhu, Heran Xi, Shiyang Zhou

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

2021

Context-aware short-term interest first model for session-based recommendation.

Haomei Duan, Jinghua Zhu

CoRR, 2021

Sequential Recommendation via Temporal Self-Attention and Multi-Preference Learning.

Wenchao Wang, Jinghua Zhu, Heran Xi

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Attention-Based Encoder-Decoder Network For Single Image Dehazing.

Shunan Gao, Jinghua Zhu, Heran Xi

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Deep Recommendation Model Based on Local Attention and GRU.

Jinghua Zhu, Huafeng Hou, Heran Xi

Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

Context-Aware Network for Multi-Turn Response Selection in Retrieval-Based Chatbots.

Jinghua Zhu, Dandan Yuan, Heran Xi

Proceedings of the ICHMI 2021: International Conference on Human-Machine Interaction, Guangzhou China, May 7, 2021

Worker Recruitment Based on Edge-Cloud Collaboration in Mobile Crowdsensing System.

Jinghua Zhu, Yuanjing Li, Anqi Lu, Heran Xi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

Multi-Relational Hierarchical Attention for Top-k Recommendation.

Shiwen Yang, Jinghua Zhu, Heran Xi

Proceedings of the Algorithms and Architectures for Parallel Processing, 2021

PS-LSTM: Popularity Analysis And Social Network For Point-Of-Interest Recommendation In Previously Unvisited Locations.

Chongyu Zhong, Jinghua Zhu, Heran Xi

Proceedings of the CNIOT 2021: 2nd International Conference on Computing, 2021

2020

Worker recruitment with cost and time constraints in Mobile Crowd Sensing.

Anqi Lu, Jinghua Zhu

Future Gener. Comput. Syst., 2020

Reliable Potential Friends Identification Based on Trust Circuit for Social Recommendation.

Shuo Zhang, Jinghua Zhu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2020

Attention and Graph Matching Network for Retrieval-Based Dialogue System with Domain Knowledge.

Xu Li, Jinghua Zhu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

POI Recommendations Using Self-attention Based on Side Information.

Chenbo Yue, Jinghua Zhu, Shuo Zhang, Xinxing Ma

Proceedings of the Data Science, 2020

Multi-factor Fusion POI Recommendation Model.

Xinxing Ma, Jinghua Zhu, Shuo Zhang, Yingli Zhong

Proceedings of the Data Science, 2020

CP-Net: Channel Attention and Pixel Attention Network for Single Image Dehazing.

Shunan Gao, Jinghua Zhu, Yan Yang

Proceedings of the Data Science, 2020

2019

基于用户向量化表示和注意力机制的深度神经网络推荐模型 (Deep Neural Network Recommendation Model Based on User Vectorization Representation and Attention Mechanism).

Xu Guo, Jinghua Zhu

计算机科学, 2019

Friend and POI recommendation based on social trust cluster in location-based social networks.

Jinghua Zhu, Chao Wang, Xu Guo, Qian Ming, Jinbao Li, Yong Liu

EURASIP J. Wirel. Commun. Netw., 2019

Next POI Recommendation via Graph Embedding Representation From H-Deepwalk on Hybrid Network.

Kang Yang, Jinghua Zhu

IEEE Access, 2019

Deep Neural Model for Point-of-Interest Recommendation Fused with Graph Embedding Representation.

Jinghua Zhu, Xu Guo

Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Self-attention Based Collaborative Neural Network for Recommendation.

Shengchao Ma, Jinghua Zhu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2019

Hybrid Network Assisted Dynamic Worker Recruitment Algorithm.

Anqi Lu, Jinghua Zhu

Proceedings of the 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), 2019

POI Recommendation Based on First-Order Collaborative Filtering Tree.

Jinghua Zhu, Shengchao Ma, Jinbao Li

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Trust-Aware Group Recommendation with Attention Mechanism in Social Network.

Jinghua Zhu, Zhichao Li, Chenbo Yue, Yong Liu

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Prediction-Based Task Allocation in Mobile Crowdsensing.

Doudou Li, Jinghua Zhu, Yanchang Cui

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Knowledge-Aware Graph Collaborative Filtering for Recommender Systems.

Minghong Cai, Jinghua Zhu

Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019

Target Market Optimal Coverage Algorithm Based on Heat Diffusion Model.

Jinghua Zhu, Yuekai Zhang, Bochong Li

Proceedings of the Data Science, 2019

Interest-Forgetting Markov Model for Next-Basket Recommendation.

Jinghua Zhu, Xinxing Ma, Chenbo Yue, Chao Wang

Proceedings of the Data Science, 2019

Attention Neural Network for User Behavior Modeling.

Kang Yang, Jinghua Zhu

Proceedings of the Data Science, 2019

Task Assignment Algorithm Based on Social Influence in Mobile Crowd Sensing System.

Anqi Lu, Jinghua Zhu

Proceedings of the Wireless Sensor Networks - 13th China Conference, 2019

Prediction Based Reverse Auction Incentive Mechanism for Mobile Crowdsensing System.

Zhen Wang, Jinghua Zhu, Doudou Li

Proceedings of the Combinatorial Optimization and Applications, 2019

A Distributed Big Data Discretization Algorithm Under Spark.

Yeung Chan, Xia Jie Zhang, Jinghua Zhu

Proceedings of the Big Data - 7th CCF Conference, 2019

2018

Wireless Sensor Network Technology Based on Security Trust Evaluation Model.

Jinghua Zhu

Int. J. Online Eng., 2018

Trust-Distrust-Aware Point-of-Interest Recommendation in Location-Based Social Network.

Jinghua Zhu, Qian Ming, Yong Liu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2018

Negative Influence Maximization in Social Networks.

Jinghua Zhu, Bochong Li, Yuekai Zhang, Yaqiong Li

Proceedings of the Data Science, 2018

2017

A New Structure-Hole-Based Algorithm For Influence Maximization in Large Online Social Networks.

Jinghua Zhu, Yong Liu, Xuming Yin

IEEE Access, 2017

Structural Holes Theory-Based Influence Maximization in Social Network.

Jinghua Zhu, Xuming Yin, Yake Wang, Jinbao Li, Yingli Zhong, Yingshu Li

Proceedings of the Wireless Algorithms, Systems, and Applications, 2017

Incremental Influence Maximization for Dynamic Social Networks.

Yake Wang, Jinghua Zhu, Qian Ming

Proceedings of the Data Science, 2017

2016

Mobility-assisted big data collecting in wireless sensor networks.

Jinghua Zhu, Xuming Yin, Jingsi Bai, Yake Wang

Int. J. Distributed Sens. Networks, 2016

Influence Equilibrium Problem Research Based on Common Interests in Mobile Social Network.

Jinbao Li, Yue Han, Jinghua Zhu

Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks, 2016

2015

Mobile Data Gathering with Time-Constraints in Wireless Sensor Networks.

Xuming Yin, Jinghua Zhu, Yingshu Li, Zhiqiang Wu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2015

2014

Predictive Nearest Neighbor Queries over Uncertain Spatial-Temporal Data.

Jinghua Zhu, Xue Wang, Yingshu Li

Proceedings of the Wireless Algorithms, Systems, and Applications, 2014

2013

Estimation of the Number of Distinct Values over Data Stream Based on Compound Sliding Window.

Yingli Zhong, Jinghua Zhu, Meirui Ren, Yan Yang

J. Softw., 2013

2012

A Cache Based Multi-join Query Method with Two-Phase Processing in MANET.

Yahong Guo, Jinbao Li, Longjiang Guo, Jinghua Zhu, Xu Liu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

Bayesian Network-Based Probabilistic XML Keywords Filtering.

Chenjing Zhang, Kun Yue, Jinghua Zhu, Xiaoling Wang, Aoying Zhou

Proceedings of the Database Systems for Advanced Applications, 2012

Opportunistic Routing in Multi-Power Wireless Sensor Networks.

Yahong Guo, Xiaohang Guo, Yanqing Zhang, Jinghua Zhu, Jinbao Li

Proceedings of the Advances in Wireless Sensor Networks, 2012

2010

Mining Top-K Graph Patterns that Jointly Maximize Some Significance Measure.

Yong Liu, Jianzhong Li, Jinghua Zhu, Hong Gao

J. Comput., 2010

2009

Data Caching Based Queries in Multi-sink Sensor Networks.

Jinbao Li, Shouling Ji, Jinghua Zhu

Proceedings of the MSN 2009, 2009

2008

C-kNN Query Processing in Object Tracking Sensor Networks.

Jinghua Zhu, Jianzhong Li, Jizhou Luo, Wei Zhang, Hongzhi Wang

Proceedings of the Wireless Algorithms, 2008

2007

Energy Efficient and QoS-Aware Tasks Allocation for Sensor Networks.

Jinghua Zhu, Jianzhong Li, Hong Gao

J. Digit. Inf. Manag., 2007

Clustering Frequent Graph Patterns.

Yong Liu, Jianzhong Li, Jinghua Zhu, Hong Gao

J. Digit. Inf. Manag., 2007

Tasks Allocation for Real-Time Applications in Heterogeneous Sensor Networks for Energy Minimization.

Jinghua Zhu, Jianzhong Li, Hong Gao

Proceedings of the 8th ACIS International Conference on Software Engineering, 2007