Kunpeng Zhang
Orcid: 0000-0002-1474-3169
According to our database1,
Kunpeng Zhang
authored at least 172 papers
between 2006 and 2025.
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Bibliography
2025
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability.
ACM Comput. Surv., February, 2025
2024
IEEE Trans. Knowl. Data Eng., December, 2024
Exploring the YOLO-FT Deep Learning Algorithm for UAV-Based Smart Agriculture Detection in Communication Networks.
IEEE Trans. Netw. Serv. Manag., October, 2024
IEEE Trans. Intell. Transp. Syst., October, 2024
ACM Trans. Intell. Syst. Technol., June, 2024
Distributed Event-Triggered Algorithms for Multi-Objective Resource Allocation Problem.
Unmanned Syst., March, 2024
ACM Trans. Intell. Syst. Technol., February, 2024
Semantic understanding and prompt engineering for large-scale traffic data imputation.
Inf. Fusion, February, 2024
3D multi-object tracking with boosting data association and improved trajectory management mechanism.
Signal Process., 2024
MIS Q., 2024
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks.
Inf. Fusion, 2024
An efficient flattened index structure with lazy restructuring and hotness awareness.
Future Gener. Comput. Syst., 2024
Enhancing IoT (Internet of Things) feature selection: A two-stage approach via an improved whale optimization algorithm.
Expert Syst. Appl., 2024
IBMRFO: Improved binary manta ray foraging optimization with chaotic tent map and adaptive somersault factor for feature selection.
Expert Syst. Appl., 2024
From Automation to Augmentation: Large Language Models Elevating Essay Scoring Landscape.
CoRR, 2024
IEEE Access, 2024
Distribution-Aware Loss for Lesions Detection Using White-Light Endoscopy in Colorectal Region.
IEEE Access, 2024
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024
Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024
THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Aerosp. Electron. Syst., December, 2023
MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst., November, 2023
BEV-V2X: Cooperative Birds-Eye-View Fusion and Grid Occupancy Prediction via V2X-Based Data Sharing.
IEEE Trans. Intell. Veh., November, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
A robust mean cumulative function estimator and its application to overhaul time optimization for a fleet of heterogeneous repairable systems.
Reliab. Eng. Syst. Saf., August, 2023
IBGJO: Improved Binary Golden Jackal Optimization with Chaotic Tent Map and Cosine Similarity for Feature Selection.
Entropy, August, 2023
Predefined-time distributed multiobjective optimization for network resource allocation.
Sci. China Inf. Sci., July, 2023
TDCA: improved optimization algorithm with degree distribution and communication traffic for the deployment of software components based on AUTOSAR architecture.
Soft Comput., June, 2023
Signal Image Video Process., June, 2023
IEEE Trans. Neural Networks Learn. Syst., April, 2023
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.
IEEE Trans. Knowl. Data Eng., April, 2023
IEEE Trans. Intell. Veh., March, 2023
Directed-Graph-Learning-Based Diagnosis of Multiple Faults for High Speed Train With Switched Dynamics.
IEEE Trans. Cybern., March, 2023
Inf. Syst. Res., March, 2023
Boost Correlation Features with 3D-MiIoU-Based Camera-LiDAR Fusion for MODT in Autonomous Driving.
Remote. Sens., February, 2023
AI-TP: Attention-Based Interaction-Aware Trajectory Prediction for Autonomous Driving.
IEEE Trans. Intell. Veh., January, 2023
Dynamic Regret and Cumulative Constraint Violation Analysis for Distributed Online Constrained Convex Optimization with Event-Triggered Communication.
CoRR, 2023
CoRR, 2023
IEEE Access, 2023
Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, 2023
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Trans-DAE: Transformer-based Double Autoencoder for Anomaly Detection on Attributed Networks.
Proceedings of the 19th International Conference on Natural Computation, 2023
IoT and Wearable Devices-Enhanced Information Provision of AR Glasses: A Multi-Modal Analysis in Aviation Industry.
Proceedings of the 44th International Conference on Information Systems, 2023
Proceedings of the HCI International 2023 Posters, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications.
Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer.
IEEE Trans. Intell. Transp. Syst., 2022
A Systematic Solution of Human Driving Behavior Modeling and Simulation for Automated Vehicle Studies.
IEEE Trans. Intell. Transp. Syst., 2022
Knowl. Based Syst., 2022
Why does the president tweet this? Discovering reasons and contexts for politicians' tweets from news articles.
Inf. Process. Manag., 2022
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach.
INFORMS J. Comput., 2022
ACM Comput. Surv., 2022
CoRR, 2022
Driving Safety Monitoring and Warning for Connected and Automated Vehicles via Edge Computing.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022
Proceedings of the AVI 2022: International Conference on Advanced Visual Interfaces, Frascati, Rome, Italy, June 6, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
A High-Dimensional Video Sequence Completion Method with Traffic Data Completion Generative Adversarial Networks.
Wirel. Commun. Mob. Comput., 2021
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models.
IEEE Trans. Neural Networks Learn. Syst., 2021
Multiple-Model-Based Diagnosis of Multiple Faults With High-Speed Train Applications Using Second-Level Adaptation.
IEEE Trans. Ind. Electron., 2021
Multim. Tools Appl., 2021
Inf. Syst. Res., 2021
INFORMS J. Comput., 2021
GeoInformatica, 2021
Comput. Aided Civ. Infrastructure Eng., 2021
Joint Motion Estimation and Compensation for Four-Dimensional Cone-Beam Computed Tomography Image Reconstruction.
IEEE Access, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Hybrid graph convolutional networks with multi-head attention for location recommendation.
World Wide Web, 2020
Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation.
ACM Trans. Spatial Algorithms Syst., 2020
Short-Term Prediction of Passenger Demand in Multi-Zone Level: Temporal Convolutional Neural Network With Multi-Task Learning.
IEEE Trans. Intell. Transp. Syst., 2020
An improved MobileNet-SSD algorithm for automatic defect detection on vehicle body paint.
Multim. Tools Appl., 2020
Multim. Tools Appl., 2020
Multim. Tools Appl., 2020
IEEE Internet Things J., 2020
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach.
INFORMS J. Comput., 2020
Session-based recommendation via flow-based deep generative networks and Bayesian inference.
Neurocomputing, 2020
Neurocomputing, 2020
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact.
CoRR, 2020
Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference.
IEEE Access, 2019
Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding.
IEEE Access, 2019
IEEE Access, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Leveraging Deep-learning and Field Experiment Response Heterogeneity to Enhance Customer Targeting Effectiveness.
Proceedings of the 40th International Conference on Information Systems, 2019
Your Preference or Mine? A Randomized Field Experiment on Recommender Systems in Two-sided Matching Markets.
Proceedings of the 40th International Conference on Information Systems, 2019
Retail Firms' Use of Social Media - Insights from Analysis of Large-Scale Twitter Data.
Proceedings of the 40th International Conference on Information Systems, 2019
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
MIMO Evolution Model-Based Coupled Fault Estimation and Adaptive Control With High-Speed Train Applications.
IEEE Trans. Control. Syst. Technol., 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
2017
Understanding the Correlations between Social Attention and Topic Trends of Scientific Publications.
J. Data Inf. Sci., 2017
A tale of two countries: International comparison of online doctor reviews between China and the United States.
Int. J. Medical Informatics, 2017
Dynamic Analysis of a Rotor System Supported on Squeeze Film Damper with Air Entrainment.
Int. J. Bifurc. Chaos, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
2016
Online Regulation of High Speed Train Trajectory Control Based on T-S Fuzzy Bilinear Model.
IEEE Trans. Intell. Transp. Syst., 2016
2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Sentiment Analysis in Social Media Platforms: The Contribution of Social Relationships.
Proceedings of the International Conference on Information Systems, 2015
Text Mining Patient-Doctor Online Forum Data from the Largest Online Health Community in China.
Proceedings of the 21st Americas Conference on Information Systems, 2015
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015
2014
Incorporating conditional random fields and active learning to improve sentiment identification.
Neural Networks, 2014
IEEE Intell. Syst., 2014
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014
Proceedings of the International Conference on Information Systems, 2014
Ontology-Driven Cyber-Security Threat Assessment Based on Sentiment Analysis of Network Activity Data.
Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014
2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013
2012
Multiple Model Predictive Control of Component Content in Rare Earth Extraction Process.
J. Comput., 2012
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
CluChunk: clustering large scale user-generated content incorporating chunklet information.
Proceedings of the 1st International Workshop on Big Data, 2012
Proceedings of the Third International Conference on Digital Manufacturing & Automation, 2012
Proceedings of the Third International Conference on Digital Manufacturing & Automation, 2012
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
Proceedings of the Data Mining Workshops (ICDMW), 2011
A Multidimensional Scaling Analysis Algorithm of Nodes Localization Based on Steepest Descent in Wireless Sensor Networks.
Proceedings of the Artificial Intelligence and Computational Intelligence, 2011
Mining millions of reviews: a technique to rank products based on importance of reviews.
Proceedings of the 13th International Conference on Electronic Commerce, 2011
2010
Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking.
Proceedings of the 3rd Workshop on Online Social Networks, 2010
Proceedings of the Information Systems, Technology and Management, 2010
2008
Int. J. Bioinform. Res. Appl., 2008
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008
2006
Using a Neural Networking Method to Predict the Protein Phosphorylation Sites with Specific Kinase.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006