Manqing Dong

According to our database, Manqing Dong authored at least 23 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can LLMs Serve As Time Series Anomaly Detectors?

Manqing Dong, Hao Huang, Longbing Cao

CoRR, 2024

2023

Adversarial dual autoencoders for trust-aware recommendation.

Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu

Neural Comput. Appl., June, 2023

Gradient Boosted Neural Decision Forest.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Quan Z. Sheng

IEEE Trans. Serv. Comput., 2023

Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services.

Manqing Dong, Zhanxiang Zhao, Yitong Geng, Wentao Li, Wei Wang, Huai Jiang

CoRR, 2023

2022

A survey for trust-aware recommender systems: A deep learning perspective.

Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu

Knowl. Based Syst., 2022

2021

AutoSmart: An Efficient and Automatic Machine Learning Framework for Temporal Relational Data.

Zhipeng Luo, Zhixing He, Jin Wang, Manqing Dong, Jianqiang Huang, Mingjian Chen, Bohang Zheng

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning.

Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu

Proceedings of the IEEE International Conference on Data Mining, 2021

MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction.

Manqing Dong, Chunguang Pan, Zhipeng Luo

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection.

Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li

IEEE J. Biomed. Health Informatics, 2020

Rating prediction via generative convolutional neural networks based regression.

Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Manqing Dong, Shuai Zhang

Pattern Recognit. Lett., 2020

Opinion fraud detection via neural autoencoder decision forest.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning

Pattern Recognit. Lett., 2020

Trust in Recommender Systems: A Deep Learning Perspective.

Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu

CoRR, 2020

MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation.

Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

False Information Detection on Social Media.

Manqing Dong

PhD thesis, 2019

Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals.

Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao

Aust. J. Intell. Inf. Process. Syst., 2019

Similarity-Aware Deep Attentive Model for Clickbait Detection.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Dual-stream Self-Attentive Random Forest for False Information Detection.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng

Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning.

Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

A Survey on Expert Recommendation in Community Question Answering.

Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong

J. Comput. Sci. Technol., 2018

GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang

CoRR, 2018

DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection.

Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, Hao Huang

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

NeuRec: On Nonlinear Transformation for Personalized Ranking.

Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships.

Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018