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2020 – today
- 2024
[i14]Manqing Dong, Hao Huang, Longbing Cao:
Can LLMs Serve As Time Series Anomaly Detectors? CoRR abs/2408.03475 (2024)- 2023
- [j8]Manqing Dong
, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu:
Adversarial dual autoencoders for trust-aware recommendation. Neural Comput. Appl. 35(18): 13065-13075 (2023) - [j7]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Quan Z. Sheng:
Gradient Boosted Neural Decision Forest. IEEE Trans. Serv. Comput. 16(1): 330-342 (2023) - [i13]Manqing Dong, Zhanxiang Zhao, Yitong Geng, Wentao Li, Wei Wang, Huai Jiang:
Refining the Optimization Target for Automatic Univariate Time Series Anomaly Detection in Monitoring Services. CoRR abs/2307.10653 (2023) - 2022
- [j6]Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu:
A survey for trust-aware recommender systems: A deep learning perspective. Knowl. Based Syst. 249: 108954 (2022) - 2021
- [c10]Manqing Dong, Chunguang Pan, Zhipeng Luo:
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction. EMNLP (1) 2021: 2694-2704 - [c9]Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu:
MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning. ICDM 2021: 101-110 - [c8]Zhipeng Luo, Zhixing He, Jin Wang, Manqing Dong, Jianqiang Huang, Mingjian Chen, Bohang Zheng:
AutoSmart: An Efficient and Automatic Machine Learning Framework for Temporal Relational Data. KDD 2021: 3976-3984 - [i12]Manqing Dong, Chunguang Pan, Zhipeng Luo:
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction. CoRR abs/2109.04108 (2021) - [i11]Zhipeng Luo, Zhixing He, Jin Wang, Manqing Dong, Jianqiang Huang, Mingjian Chen, Bohang Zheng:
AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data. CoRR abs/2109.04115 (2021) - 2020
- [j5]Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Manqing Dong, Shuai Zhang:
Rating prediction via generative convolutional neural networks based regression. Pattern Recognit. Lett. 132: 12-20 (2020) - [j4]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning:
Opinion fraud detection via neural autoencoder decision forest. Pattern Recognit. Lett. 132: 21-29 (2020) - [j3]Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li:
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics 24(10): 2852-2859 (2020) - [c7]Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu:
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation. KDD 2020: 688-697 - [i10]Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu:
Trust in Recommender Systems: A Deep Learning Perspective. CoRR abs/2004.03774 (2020) - [i9]Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu:
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation. CoRR abs/2007.03183 (2020)
2010 – 2019
- 2019
- [b1]Manqing Dong:
False Information Detection on Social Media. University of New South Wales, Sydney, Australia, 2019 - [j2]Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao:
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. Aust. J. Intell. Inf. Process. Syst. 15(2): 36-43 (2019) - [c6]Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong:
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. ICONIP (4) 2019: 287-295 - [c5]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng:
Dual-stream Self-Attentive Random Forest for False Information Detection. IJCNN 2019: 1-8 - [c4]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang:
Similarity-Aware Deep Attentive Model for Clickbait Detection. PAKDD (2) 2019: 56-69 - [i8]Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, Lina Yao:
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. CoRR abs/1907.13351 (2019) - [i7]Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong:
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. CoRR abs/1907.13359 (2019) - [i6]Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, Yong Li:
Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection. CoRR abs/1909.10868 (2019) - 2018
- [j1]Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong:
A Survey on Expert Recommendation in Community Question Answering. J. Comput. Sci. Technol. 33(4): 625-653 (2018) - [c3]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong:
Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. ICSOC 2018: 373-387 - [c2]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. IJCAI 2018: 3669-3675 - [c1]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Quan Z. Sheng, Hao Huang:
DUAL: A Deep Unified Attention Model with Latent Relation Representations for Fake News Detection. WISE (1) 2018: 199-209 - [i5]Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong:
NeuRec: On Nonlinear Transformation for Personalized Ranking. CoRR abs/1805.03002 (2018) - [i4]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang, Xiaodong Ning:
Opinion Fraud Detection via Neural Autoencoder Decision Forest. CoRR abs/1805.03379 (2018) - [i3]Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang:
GrCAN: Gradient Boost Convolutional Autoencoder with Neural Decision Forest. CoRR abs/1806.08079 (2018) - [i2]Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong:
A Survey on Expert Recommendation in Community Question Answering. CoRR abs/1807.05540 (2018) - [i1]Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong:
Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. CoRR abs/1808.01092 (2018)
Coauthor Index
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