| 2021 | EMNLP | MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction. | Manqing Dong, Chunguang Pan, Zhipeng Luo |
| 2021 | ICDM | MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning. | Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu |
| 2021 | KDD | 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 |
| 2020 | KDD | MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation. | Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu |
| 2019 | ICONIP | Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. | Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, Manqing Dong |
| 2019 | IJCNN | Dual-stream Self-Attentive Random Forest for False Information Detection. | Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, Quan Z. Sheng |
| 2019 | PAKDD | Similarity-Aware Deep Attentive Model for Clickbait Detection. | Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Chaoran Huang |
| 2018 | IJCAI | NeuRec: On Nonlinear Transformation for Personalized Ranking. | Shuai Zhang, Lina Yao, Aixin Sun, Sen Wang, Guodong Long, Manqing Dong |
| 2018 | ICSOC | Expert Recommendation via Tensor Factorization with Regularizing Hierarchical Topical Relationships. | Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, Manqing Dong |
| 2018 | WISE | 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 |