| 2025 | ACL | HyperCRS: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System. | Yongsen Zheng, Mingjie Qian, Guohua Wang, Yang Liu, Ziliang Chen, Mingzhi Mao, Liang Lin, Kwok-Yan Lam |
| 2024 | ACL | HyCoRec: Hypergraph-Enhanced Multi-Preference Learning for Alleviating Matthew Effect in Conversational Recommendation. | Yongsen Zheng, Ruilin Xu, Ziliang Chen, Guohua Wang, Mingjie Qian, Jinghui Qin, Liang Lin |
| 2023 | EMNLP | HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System. | Mingjie Qian, Yongsen Zheng, Jinghui Qin, Liang Lin |
| 2015 | CIKM | Structured Sparse Regression for Recommender Systems. | Mingjie Qian, Liangjie Hong, Yue Shi, Suju Rajan |
| 2015 | IJCNN | Joint adaptive loss and l2/l0-norm minimization for unsupervised feature selection. | Mingjie Qian, ChengXiang Zhai |
| 2014 | CIKM | Unsupervised Feature Selection for Multi-View Clustering on Text-Image Web News Data. | Mingjie Qian, ChengXiang Zhai |
| 2014 | ECIR | Text-Image Topic Discovery for Web News Data. | Mingjie Qian |
| 2013 | IJCAI | Robust Unsupervised Feature Selection. | Mingjie Qian, Chengxiang Zhai |
| 2010 | CIKM | How about utilizing ordinal information from the distribution of unlabeled data. | Mingjie Qian, Bo Chen, Hongzhi Xu, Hongwei Qi |
| 2009 | CIKM | Instance- and bag-level manifold regularization for aggregate outputs classification. | Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang |
| 2009 | CIKM | Efficient multi-class unlabeled constrained semi-supervised SVM. | Mingjie Qian, Feiping Nie, Changshui Zhang |
| 2009 | ICDM | Kernel K-means Based Framework for Aggregate Outputs Classification. | Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang |
| 2009 | ICDM | Sparse Norm-Regularized Reconstructive Coefficients Learning. | Bin Liu, Shuo Chen, Mingjie Qian, Changshui Zhang |
| 2009 | ICDM | Probabilistic Labeled Semi-supervised SVM. | Mingjie Qian, Feiping Nie, Changshui Zhang |
| 2009 | IJCNN | A speed-up algorithm for Poisson Propagation. | Bing Liu, Mingjie Qian |