Junhua Fang

Orcid: 0000-0002-5073-7137

According to our database1, Junhua Fang authored at least 80 papers between 2015 and 2024.

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

Timeline

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Bibliography

2024
Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation.
ACM Trans. Knowl. Discov. Data, May, 2024

Improving graph collaborative filtering with multimodal-side-information-enriched contrastive learning.
J. Intell. Inf. Syst., February, 2024

2023
Tuning N-ary relation extraction as Machine Reading Comprehension.
Neurocomputing, December, 2023

MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN.
Knowl. Based Syst., October, 2023

GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation.
World Wide Web (WWW), September, 2023

Garden: a real-time processing framework for continuous top-k trajectory similarity search.
Knowl. Inf. Syst., September, 2023

RUTOD: real-time urban traffic outlier detection on streaming trajectory.
Neural Comput. Appl., February, 2023

Memory-augmented meta-learning framework for session-based target behavior recommendation.
World Wide Web (WWW), January, 2023

Towards Adaptive Continuous Trajectory Clustering Over a Distributed Web Data Stream.
J. Web Eng., 2023

A Distributed Spatial Index With High Update Efficiency for Location-Based Real-Time Services.
J. Database Manag., 2023

Cost-effective and adaptive clustering algorithm for stream processing on cloud system.
GeoInformatica, 2023

Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation.
CoRR, 2023

Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data.
CoRR, 2023

Meta-optimized Contrastive Learning for Sequential Recommendation.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Contrastive Enhanced Slide Filter Mixer for Sequential Recommendation.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Adversarial Spatial-Temporal Graph Network for Traffic Speed Prediction with Missing Values.
Proceedings of the Database Systems for Advanced Applications, 2023

2022
Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups.
IEEE Trans. Knowl. Data Eng., 2022

Graph neural network based model for multi-behavior session-based recommendation.
GeoInformatica, 2022

A comprehensive study on fault tolerance in stream processing systems.
Frontiers Comput. Sci., 2022

A Learning-Based Approach for Multi-scenario Trajectory Similarity Search.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Conats: A Novel Framework for Cross-Modal Map Extraction.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Quaternion-Based Graph Contrastive Learning for Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2022

Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data.
Proceedings of the Web Engineering - 22nd International Conference, 2022

Online Social Event Detection via Filtering Strategy Graph Neural Network.
Proceedings of the Web Engineering - 22nd International Conference, 2022

Misty: Microservice-Based Streaming Trajectory Similarity Search.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

A novel real-time trajectory compression method for privacy protection.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

When Multitask Learning Make a Difference: Spatio-Temporal Joint Prediction for Cellular Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2022

JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction.
Proceedings of the Database Systems for Advanced Applications, 2022

Aries: Accurate Metric-based Representation Learning for Fast Top-<i>k</i> Trajectory Similarity Query.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System.
IEEE Trans. Knowl. Data Eng., 2021

TrajVAE: A Variational AutoEncoder model for trajectory generation.
Neurocomputing, 2021

Location prediction for facility placement by incorporating multi-characteristic information.
Intell. Data Anal., 2021

ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Extra-Budget Aware Task Assignment in Spatial Crowdsourcing.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Disatra: A Real-Time Distributed Abstract Trajectory Clustering.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Incentive Mechanism for Spatial Crowdsourcing Cooperation: A Fair Revenue Allocation Method.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Incentive-aware Task Location in Spatial Crowdsourcing.
Proceedings of the Database Systems for Advanced Applications, 2021

SSRGAN: A Generative Adversarial Network for Streaming Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2021

When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Distributed and parallel processing for real-time and dynamic spatio-temporal graph.
World Wide Web, 2020

ATLRec: An Attentional Adversarial Transfer Learning Network for Cross-Domain Recommendation.
J. Comput. Sci. Technol., 2020

User Account Linkage Across Multiple Platforms with Location Data.
J. Comput. Sci. Technol., 2020

S<sup>2</sup>R-tree: a pivot-based indexing structure for semantic-aware spatial keyword search.
GeoInformatica, 2020

Hybrid route recommendation with taxi and shared bicycles.
Distributed Parallel Databases, 2020

TraSP: A General Framework for Online Trajectory Similarity Processing.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Collaborative Self-Attention Network for Session-based Recommendation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Distributed Framework for Online Stream Data Clustering.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Vector-Level and Bit-Level Feature Adjusted Factorization Machine for Sparse Prediction.
Proceedings of the Database Systems for Advanced Applications, 2020

C2TTE: Cross-city Transfer Based Model for Travel Time Estimation.
Proceedings of the Database Systems for Advanced Applications, 2020

Knowledge Graph Attention Network Enhanced Sequential Recommendation.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Tail Entity Recognition and Linking for Knowledge Graphs.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Evaluating Fault Tolerance of Distributed Stream Processing Systems.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Spatio-Temporal Self-Attention Network for Next POI Recommendation.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Load Balance for Distributed Real-time Computing Systems
East China Normal University Scientific Reports 13, WorldScientific, ISBN: 9789811216169, 2020

2019
Integrating workload balancing and fault tolerance in distributed stream processing system.
World Wide Web, 2019

Scalable and Adaptive Joins for Trajectory Data in Distributed Stream System.
J. Comput. Sci. Technol., 2019

On workflow aware location-based service composition for personal trip planning.
Future Gener. Comput. Syst., 2019

Exploiting Aesthetic Features in Visual Contents for Movie Recommendation.
IEEE Access, 2019

Inter-Basket and Intra-Basket Adaptive Attention Network for Next Basket Recommendation.
IEEE Access, 2019

Interaction Graph Neural Network for News Recommendation.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Multiple Interaction Attention Model for Open-World Knowledge Graph Completion.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Graph Contextualized Self-Attention Network for Session-based Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

QBS-Tree: A Spatial Index with High Update Efficiency for Real-Time Processing System.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Real-Time Trajectory Similarity Processing Using Longest Common Subsequence.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

AdaCML: Adaptive Collaborative Metric Learning for Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2019

Attention and Convolution Enhanced Memory Network for Sequential Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2019

Measuring Semantic Relatedness with Knowledge Association Network.
Proceedings of the Database Systems for Advanced Applications, 2019

2018
Distributed Stream Rebalance for Stateful Operator Under Workload Variance.
IEEE Trans. Parallel Distributed Syst., 2018

Eliminating Temporal Conflicts in Uncertain Temporal Knowledge Graphs.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

AdaptMX: Flexible Join-Matrix Streaming System for Distributed Theta-Joins.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Distributed stream join under workload variance.
World Wide Web, 2017

Parallel Stream Processing Against Workload Skewness and Variance.
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Cost-Effective Data Partition for Distributed Stream Processing System.
Proceedings of the Database Systems for Advanced Applications, 2017

2016
Cost-Effective Stream Join Algorithm on Cloud System.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Flexible and Adaptive Stream Join Algorithm.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Efficient MapReduce-Based Method for Massive Entity Matching.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Random-Based Algorithm for Efficient Entity Matching.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

SEMI: A Scalable Entity Matching System Based on MapReduce.
Proceedings of the Databases Theory and Applications, 2015


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