2024
BoostXML: Gradient Boosting for Extreme Multilabel Text Classification With Tail Labels.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Multi-Objective Optimization of Dynamic Communication Network for Multi-UAVs System.
IEEE Trans. Veh. Technol., March, 2024
Language model as an Annotator: Unsupervised context-aware quality phrase generation.
Knowl. Based Syst., January, 2024
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
An Adaptive Fault Diagnosis Model for Railway Single and Double Action Turnout.
IEEE Trans. Intell. Transp. Syst., January, 2023
Topic Modeling of Short Texts: A Pseudo-Document View With Word Embedding Enhancement.
IEEE Trans. Knowl. Data Eng., 2023
Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features.
Inf. Process. Manag., 2023
Unsupervised abstractive summarization via sentence rewriting.
Comput. Speech Lang., 2023
2022
Aspect Sentiment Triplet Extraction: A Seq2Seq Approach With Span Copy Enhanced Dual Decoder.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Heterogeneous big data fusion in distributed networking systems for anomaly detection and localisation.
Int. J. Secur. Networks, 2022
TegFormer: Topic-to-Essay Generation with Good Topic Coverage and High Text Coherence.
CoRR, 2022
Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models.
CoRR, 2022
A Software Defined High-Speed CameraLink Image Data Transmission System Based on Pixel Clock Recovery.
Autom. Control. Comput. Sci., 2022
2021
DGeye: Probabilistic Risk Perception and Prediction for Urban Dangerous Goods Management.
ACM Trans. Inf. Syst., 2021
Cross-domain recommendation with user personality.
Knowl. Based Syst., 2021
Where to go? Predicting next location in IoT environment.
Frontiers Comput. Sci., 2021
Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View.
CoRR, 2021
2020
A Pseudo-document-based Topical N-grams model for short texts.
World Wide Web, 2020
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.
ACM Trans. Inf. Syst., 2020
Fraud Detection in Dynamic Interaction Network.
IEEE Trans. Knowl. Data Eng., 2020
An Intelligent Anomaly Detection Scheme for Micro-Services Architectures With Temporal and Spatial Data Analysis.
IEEE Trans. Cogn. Commun. Netw., 2020
Fraud detection via behavioral sequence embedding.
Knowl. Inf. Syst., 2020
2019
A machine learning enhanced scheme for intelligent network management.
PhD thesis, 2019
Learning-based network path planning for traffic engineering.
Future Gener. Comput. Syst., 2019
2018
Complementary Aspect-Based Opinion Mining.
IEEE Trans. Knowl. Data Eng., 2018
Embedding Temporal Network via Neighborhood Formation.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Learning Sequential Behavior Representations for Fraud Detection.
Proceedings of the IEEE International Conference on Data Mining, 2018
Towards Experienced Anomaly Detector Through Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Multivariate grey gradient incidence model and its application.
Grey Syst. Theory Appl., 2017
Collaborative Company Profiling: Insights from an Employee's Perspective.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Word network topic model: a simple but general solution for short and imbalanced texts.
Knowl. Inf. Syst., 2016
Topic Modeling of Short Texts: A Pseudo-Document View.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Robust Word-Network Topic Model for Short Texts.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016
2015
Hybrid Hierarchical and Modular Tests for SoC Designs.
Proceedings of the 24th IEEE North Atlantic Test Workshop, 2015
Complementary Aspect-Based Opinion Mining Across Asymmetric Collections.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Modeling Both Coarse-Grained and Fine-Grained Topics in Massive Text Data.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
2013
Matrix-Query: A Distributed SQL-Like Query Processing Model for Large Database Clusters.
Proceedings of the 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2013
An Improved Regularized Latent Semantic Indexing with L1/2 Regularization and Non-negative Constraints.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013
Scan Test Data Volume Reduction for SoC Designs in EDT Environment.
Proceedings of the 22nd Asian Test Symposium, 2013
2009
Logic BIST Architecture for System-Level Test and Diagnosis.
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Proceedings of the Eighteentgh Asian Test Symposium, 2009