2025
Label-Aware Causal Feature Selection.
IEEE Trans. Knowl. Data Eng., March, 2025
Causal Discovery Using Weight-Based Conditional Independence Test.
ACM Trans. Knowl. Discov. Data, January, 2025
Towards similar alignment and unique uniformity in collaborative filtering.
Expert Syst. Appl., 2025
2024
Multi-view denoising contrastive learning for bundle recommendation.
Appl. Intell., December, 2024
DeepCAT<sup>+</sup>: A Low-Cost and Transferrable Online Configuration Auto-Tuning Approach for Big Data Frameworks.
IEEE Trans. Parallel Distributed Syst., November, 2024
Dual Variational Graph Reconstruction Learning for Social Recommendation.
IEEE Trans. Knowl. Data Eng., November, 2024
HyperTuner: a cross-layer multi-objective hyperparameter auto-tuning framework for data analytic services.
J. Supercomput., August, 2024
LSADEN: Local Spatial-Aware Community Detection in Evolving Geo-Social Networks.
IEEE Trans. Knowl. Data Eng., July, 2024
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration.
Int. J. Mach. Learn. Cybern., July, 2024
Local Community Detection in Multiple Private Networks.
ACM Trans. Knowl. Discov. Data, June, 2024
NIE-GCN: Neighbor Item Embedding-Aware Graph Convolutional Network for Recommendation.
IEEE Trans. Syst. Man Cybern. Syst., May, 2024
Local Overlapping Spatial-aware Community Detection.
ACM Trans. Knowl. Discov. Data, April, 2024
Label-Dependent Graph Neural Network.
IEEE Trans. Comput. Soc. Syst., April, 2024
Semi-Supervised Local Community Detection.
IEEE Trans. Knowl. Data Eng., February, 2024
Diverse Top-k Service Composition for Consumer Electronics With Digital Twin in MEC.
IEEE Trans. Consumer Electron., February, 2024
Flexible drug-target interaction prediction with interactive information extraction and trade-off.
Expert Syst. Appl., 2024
Multi-view compression and collaboration for skin disease diagnosis.
Expert Syst. Appl., 2024
Hybrid Local Causal Discovery.
CoRR, 2024
Affiliation-based Local Community Detection across Multiple Networks.
CoRR, 2024
Feature Interaction Fusion Self-Distillation Network For CTR Prediction.
CoRR, 2024
ComGPT: Detecting Local Community Structure with Large Language Models.
CoRR, 2024
Intent-guided Heterogeneous Graph Contrastive Learning for Recommendation.
CoRR, 2024
Incomplete data classification via positive approximation based rough subspaces ensemble.
Big Data Res., 2024
Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Trajectory Optimization for UAV-Enabled Covert Communications.
Proceedings of the International Conference on Networking and Network Applications, 2024
SimCEN: Simple Contrast-enhanced Network for CTR Prediction.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
FaaSConf: QoS-aware Hybrid Resources Configuration for Serverless Workflows.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024
MicroENet: An Efficient Network for MCUs with Low Model Parameters and Peak Memory.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
End-edge collaborative DNN inference acceleration via E-CARGO and RBC.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
Lyapunov-guided Deep Reinforcement Learning for Vehicle task Stable offloading.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
COTuner: Joint Optimization of Resource Configuration and Software Parameters for Recurring Streaming Jobs on the Cloud.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024
2023
Optimizing Graph Neural Network With Multiaspect Hilbert-Schmidt Independence Criterion.
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Location-Aware Web Service QoS Prediction via Deep Collaborative Filtering.
IEEE Trans. Comput. Soc. Syst., December, 2023
ATConf: auto-tuning high dimensional configuration parameters for big data processing frameworks.
Clust. Comput., October, 2023
A Light Causal Feature Selection Approach to High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., August, 2023
Synonym recognition from short texts: A self-supervised learning approach.
Expert Syst. Appl., August, 2023
TurBO: A cost-efficient configuration-based auto-tuning approach for cluster-based big data frameworks.
J. Parallel Distributed Comput., July, 2023
Spatial Distribution-Based Imbalanced Undersampling.
IEEE Trans. Knowl. Data Eng., June, 2023
Short Text Topic Learning Using Heterogeneous Information Network.
IEEE Trans. Knowl. Data Eng., May, 2023
Spatial-Aware Local Community Detection Guided by Dominance Relation.
IEEE Trans. Comput. Soc. Syst., April, 2023
Causal Feature Selection With Efficient Spouses Discovery.
IEEE Trans. Big Data, April, 2023
Revisiting Graph-based Recommender Systems from the Perspective of Variational Auto-Encoder.
ACM Trans. Inf. Syst., 2023
Semantic Tradeoff for Heterogeneous Graph Embedding.
IEEE Trans. Comput. Soc. Syst., 2023
MUSE: Multi-faceted attention for signed network embedding.
Neurocomputing, 2023
CETN: Contrast-enhanced Through Network for CTR Prediction.
CoRR, 2023
Fair Causal Feature Selection.
CoRR, 2023
Adaptive beamforming for optical wireless communication via fiber modal control.
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CoRR, 2023
EFTuner: A Bi-Objective Configuration Parameter Auto-Tuning Method Towards Energy-Efficient Big Data Processing.
Proceedings of the 14th Asia-Pacific Symposium on Internetware, 2023
Intensifying The Consistency of Pseudo Label Refinement for Unsupervised Domain Adaptation Person Re-Identification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
2022
Hypernetwork Dismantling via Deep Reinforcement Learning.
IEEE Trans. Netw. Sci. Eng., 2022
Interference-Aware Game-Theoretic Device Allocation for Mobile Edge Computing.
IEEE Trans. Mob. Comput., 2022
PSL: An Algorithm for Partial Bayesian Network Structure Learning.
ACM Trans. Knowl. Discov. Data, 2022
JointConf: Jointly autotuning configuration parameters for modularized graph databases.
J. Softw. Evol. Process., 2022
Causal learner: A toolbox for causal structure and Markov blanket learning.
Pattern Recognit. Lett., 2022
Robust gravitation based adaptive k-NN graph under class-imbalanced scenarios.
Knowl. Based Syst., 2022
FPC: Filter pruning via the contribution of output feature map for deep convolutional neural networks acceleration.
Knowl. Based Syst., 2022
Functional feature-aware APP recommendation with personalised PageRank.
Int. J. Ad Hoc Ubiquitous Comput., 2022
LDAS: Local density-based adaptive sampling for imbalanced data classification.
Expert Syst. Appl., 2022
PersonalityGate: A general plug-and-play GNN gate to enhance cascade prediction with personality recognition task.
Expert Syst. Appl., 2022
FedCDR: Privacy-preserving federated cross-domain recommendation.
Digit. Commun. Networks, 2022
Betweenness Approximation for Hypernetwork Dismantling with Hypergraph Neural Network.
CoRR, 2022
Session-based social and dependency-aware software recommendation.
Appl. Soft Comput., 2022
Heterogeneous information network-based interest composition with graph neural network for recommendation.
Appl. Intell., 2022
Location-based deep factorization machine model for service recommendation.
Appl. Intell., 2022
Momentum Space Controlled Flexible Spatial Light Modulator for Optical Wireless Communication.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022
DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks.
Proceedings of the 51st International Conference on Parallel Processing, 2022
FRATCF: Feature-Residue Real-Time UAV Tracking Based on Automatic Spatio-Temporal Regularization Correlation Filter.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
FPAR: Filter Pruning Via Attention and Rank Enhancement.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022
Cluster Affiliation Model for Local Community Detection.
Proceedings of the 4th International Conference on Data Intelligence and Security, 2022
Combating Mutuality with Difficulty Factors in Multi-class Imbalanced Data: A Similarity-based Hybrid Sampling.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
An Improved LSTM-based Method Capturing Temporal Correlations and Using Attention Mechanism for Radar Echo Extrapolation.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022
2021
An Optimization Method for Mobile Edge Service Migration in Cyberphysical Power System.
Wirel. Commun. Mob. Comput., 2021
Location-Aware Deep Collaborative Filtering for Service Recommendation.
IEEE Trans. Syst. Man Cybern. Syst., 2021
Covering-Based Web Service Quality Prediction via Neighborhood-Aware Matrix Factorization.
IEEE Trans. Serv. Comput., 2021
Efficient Query of Quality Correlation for Service Composition.
IEEE Trans. Serv. Comput., 2021
Model-Driven Open Ecological Cloud Enterprise Resource Planning.
Int. J. Web Serv. Res., 2021
Traffic flow prediction over muti-sensor data correlation with graph convolution network.
Neurocomputing, 2021
CCPrune: Collaborative channel pruning for learning compact convolutional networks.
Neurocomputing, 2021
Privacy-preserving quality prediction for edge-based IoT services.
Future Gener. Comput. Syst., 2021
Outer product enhanced heterogeneous information network embedding for recommendation.
Expert Syst. Appl., 2021
MUSE: Multi-faceted Attention for Signed Network Embedding.
CoRR, 2021
Hypernetwork Dismantling via Deep Reinforcement Learning.
CoRR, 2021
PersonalityGate: A General Plug-and-Play GNN Gate to Enhance Cascade Prediction with Personality Recognition Task.
CoRR, 2021
HyperCI: A higher order collective influence measure for hypernetwork dismantling.
CoRR, 2021
Session-Based Software Recommendation with Social and Dependency Graph.
CoRR, 2021
Cooperative Task Offloading for Internet of Vehicles in Cloud-edge Computing.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
2020
An LSH-based Offloading Method for IoMT Services in Integrated Cloud-Edge Environment.
ACM Trans. Multim. Comput. Commun. Appl., 2020
A Binarized Segmented ResNet Based on Edge Computing for Re-Identification.
Sensors, 2020
Exploiting the Relationship between Pruning Ratio and Compression Effect for Neural Network Model Based on TensorFlow.
Secur. Commun. Networks, 2020
Relational granulation method based on Quotient Space Theory for maximum flow problem.
Inf. Sci., 2020
EHSO: Evolutionary Hybrid Sampling in overlapping scenarios for imbalanced learning.
Neurocomputing, 2020
Proportional-integral-derivative controller parameter optimisation based on improved glowworm swarm optimisation algorithm.
Int. J. Comput. Sci. Math., 2020
M-BiRank: co-ranking developers and projects using multiple developer-project interactions in open source software community.
EURASIP J. Wirel. Commun. Netw., 2020
Distributed gas concentration prediction with intelligent edge devices in coal mine.
Eng. Appl. Artif. Intell., 2020
BurstBiRank: Co-Ranking Developers and Projects in GitHub with Complex Network Structures and Bursty Interactions.
Complex., 2020
Quality Prediction of Web Services Based on a Covering Algorithm.
Complex., 2020
A deep neural network compression algorithm based on knowledge transfer for edge devices.
Comput. Commun., 2020
An Energy Balance-aware Event Query Algorithm based on Chinese Remainder Theorem.
Proceedings of the IEEE Intl Conf on Dependable, 2020
A Novel Fog Node Aggregation Approach for Users in Fog Computing Environment.
Proceedings of the IEEE Intl Conf on Dependable, 2020
Research on Data Quality Control of Crowdsourcing Annotation: A Survey.
Proceedings of the IEEE Intl Conf on Dependable, 2020
SBiNE: Signed Bipartite Network Embedding.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020
2019
Mobility-Enabled Edge Server Selection for Multi-User Composite Services.
Future Internet, 2019
An energy- and cost-aware computation offloading method for workflow applications in mobile edge computing.
EURASIP J. Wirel. Commun. Netw., 2019
Neighborhood-aware web service quality prediction using deep learning.
EURASIP J. Wirel. Commun. Netw., 2019
Recurrent Tensor Factorization for time-aware service recommendation.
Appl. Soft Comput., 2019
Recommendations for Mobile Apps Based on the HITS Algorithm Combined With Association Rules.
IEEE Access, 2019
Cold Start Recommendation Based on Attribute-Fused Singular Value Decomposition.
IEEE Access, 2019
An Improved ACO with First-job Restriction and P-ANT for Batch Scheduling Problem.
Proceedings of the 2019 IEEE SmartWorld, 2019
A Multi-Objective Computation Offloading Method for Workflow Applications in Mobile Edge Computing.
Proceedings of the 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2019
Diversified Quality Centric Service Recommendation.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019
A Cloudlet Placement Method Based on Birch in Wireless Metropolitan Area Network.
Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019
2018
Enhanced Adaptive Cloudlet Placement Approach for Mobile Application on Spark.
Secur. Commun. Networks, 2018
Service recommendation based on quotient space granularity analysis and covering algorithm on Spark.
Knowl. Based Syst., 2018
Self-Adaptive k-Means Based on a Covering Algorithm.
Complex., 2018
Efficient Dynamic Service Maintenance for Edge Services.
IEEE Access, 2018
A Parallel-Batch Multi-Objective Job Scheduling Algorithm in Edge Computing.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018
2017
LEPA: A Lightweight and Efficient Public Auditing Scheme for Cloud-Assisted Wireless Body Sensor Networks.
Secur. Commun. Networks, 2017
Service Composition Optimization Method Based on Parallel Particle Swarm Algorithm on Spark.
Secur. Commun. Networks, 2017
A selective neural network ensemble classification for incomplete data.
Int. J. Mach. Learn. Cybern., 2017
A fruit fly optimization algorithm with a traction mechanism and its applications.
Int. J. Distributed Sens. Networks, 2017
Personalized Quality Centric Service Recommendation.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017
Personalized Recommendation Algorithm Based on LFM with QoS Constraint.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
2016
A novel multi-scale cooperative mutation Fruit Fly Optimization Algorithm.
Knowl. Based Syst., 2016
IFOA4WSC: a quick and effective algorithm for QoS-aware servicecomposition.
Int. J. Web Grid Serv., 2016
Incomplete data classification with voting based extreme learning machine.
Neurocomputing, 2016
Optimising web service composition based on differential fruit fly optimisation algorithm.
Int. J. Comput. Sci. Math., 2016
AFOA: An Adaptive Fruit Fly Optimization Algorithm with Global Optimizing Ability.
Int. J. Artif. Intell. Tools, 2016
Security Secret Information Hiding Based on Hash Function and Invisible ASCII Characters Replacement.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016
Alliance-Aware Service Composition Based on Quotient Space.
Proceedings of the IEEE International Conference on Web Services, 2016
2015
Dytaint: The implementation of a novel lightweight 3-state dynamic taint analysis framework for x86 binary programs.
Comput. Secur., 2015
2014
Multi-granulation Ensemble Classification for Incomplete Data.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014