Nengjun Zhu
Orcid: 0000-0002-6146-9887Affiliations:
- Shanghai Jiao Tong University, China
According to our database1,
Nengjun Zhu
authored at least 38 papers
between 2016 and 2025.
Collaborative distances:
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Bibliography
2025
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning.
CoRR, March, 2025
ACM Trans. Inf. Syst., January, 2025
MMGCL: Multi-scale and multi-channel graph contrastive learning for flight anomaly detection.
Knowl. Based Syst., 2025
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
IEEE Trans. Knowl. Data Eng., November, 2024
IEEE Trans. Artif. Intell., October, 2024
Entity recognition based on heterogeneous graph reasoning of visual region and text candidate.
Mach. Learn., July, 2024
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents.
CoRR, 2024
MANSOR: A module alignment method based on neighbor information for scientific workflow.
Concurr. Comput. Pract. Exp., 2024
VR-DiagNet: Medical Volumetric and Radiomic Diagnosis Networks with Interpretable Clinician-like Optimizing Visual Inspection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
ProSwats: A Proxy-based Scientific Workflow Retrieval Approach by Bridging the Gap between Textual and Structural Semantics.
Proceedings of the IEEE International Conference on Web Services, 2024
Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2024
Proceedings of the IEEE International Conference on Data Mining, 2024
2023
J. Soc. Comput., June, 2023
SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions.
ACM Trans. Knowl. Discov. Data, 2023
MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs.
Proceedings of the IEEE International Conference on Data Mining, 2023
FRS4CPP: A Fair Recommendation Strategy Considering Interests of Users, Providers and Platform.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023
SNN-BS: A Clinical Terminology Standardization Method Using Siamese Networks with Batch Sampling Strategy.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
2022
ACM Trans. Inf. Syst., 2022
Predicting a Person's Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network.
ACM Trans. Knowl. Discov. Data, 2022
Causality-aware Enhanced Model for Multi-hop Question Answering over Knowledge Graphs.
Knowl. Based Syst., 2022
Int. J. Comput. Intell. Syst., 2022
Multi-label disaster text classification via supervised contrastive learning for social media data.
Comput. Electr. Eng., 2022
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Learning User Embeddings Based on Long Short-Term User Group Modeling for Next-Item Recommendation.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022
2021
World Wide Web, 2021
A New $k$-Nearest Neighbors Algorithm for Learning from Multiple Experts' Uncertain Decisions.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021
2020
A Decision Support System with Intelligent Recommendation for Multi-disciplinary Medical Treatment.
ACM Trans. Multim. Comput. Commun. Appl., 2020
Big Data Min. Anal., 2020
Sequential Modeling of Hierarchical User Intention and Preference for Next-item Recommendation.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Enhancing Cross-domain Recommendation through Preference Structure Information Sharing.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020
2019
CPL: A Combined Framework of Pointwise Prediction and Learning to Rank for top-N Recommendations with Implicit Feedback.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019
2018
An Adaptive k-NN Classifier for Medical Treatment Recommendation Under Concept Drift.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018
2017
Proceedings of the 2017 IEEE International Conference on Web Services, 2017
2016
Service Package Recommendation for Mashup Development Based on a Multi-level Relational Network.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016