| 2025 | HPCC | Sequential Recommendation Based on Causal Inference. | Haolong Fu, Zhechao Yu, Yixing Xu, Congfu Xu |
| 2023 | WSDM | A Causal View for Item-level Effect of Recommendation on User Preference. | Wei Cai, Fuli Feng, Qifan Wang, Tian Yang, Zhenguang Liu, Congfu Xu |
| 2022 | RecSys | Aspect Re-distribution for Learning Better Item Embeddings in Sequential Recommendation. | Wei Cai, Weike Pan, Jingwen Mao, Zhechao Yu, Congfu Xu |
| 2020 | CIKM | Multiplex Graph Neural Networks for Multi-behavior Recommendation. | Weifeng Zhang, Jingwen Mao, Yi Cao, Congfu Xu |
| 2019 | CIKM | HiCAN: Hierarchical Convolutional Attention Network for Sequence Modeling. | Yi Cao, Weifeng Zhang, Bo Song, Congfu Xu |
| 2019 | CIKM | Session-based Recommendation with Hierarchical Memory Networks. | Bo Song, Yi Cao, Weifeng Zhang, Congfu Xu |
| 2019 | DASFAA | Modeling Item Categories for Effective Recommendation. | Bo Song, Yi Cao, Weike Pan, Congfu Xu |
| 2019 | ICTAI | SARC: Split-and-Recombine Networks for Knowledge-Based Recommendation. | Weifeng Zhang, Yi Cao, Congfu Xu |
| 2018 | CIKM | Neural Collaborative Ranking. | Bo Song, Xin Yang, Yi Cao, Congfu Xu |
| 2017 | AAAI | Incorporating Collaborative Ranking Algorithm with Weighted Recursive Autoencoder for Item Recommendation. | Hanzhang Song, Yunhui Guo, Congfu Xu |
| 2017 | IJCAI | Understanding Users' Budgets for Recommendation with Hierarchical Poisson Factorization. | Yunhui Guo, Congfu Xu, Hanzhang Song, Xin Wang |
| 2017 | IJCAI | Tensor Completion with Side Information: A Riemannian Manifold Approach. | Tengfei Zhou, Hui Qian, Zebang Shen, Chao Zhang, Congfu Xu |
| 2016 | AAAI | Fast Hybrid Algorithm for Big Matrix Recovery. | Tengfei Zhou, Hui Qian, Zebang Shen, Congfu Xu |
| 2016 | IJCAI | Constrained Preference Embedding for Item Recommendation. | Xin Wang, Congfu Xu, Yunhui Guo, Hui Qian |
| 2016 | PAKDD | LBMF: Log-Bilinear Matrix Factorization for Recommender Systems. | Yunhui Guo, Xin Wang, Congfu Xu |
| 2015 | ICDM | CroRank: Cross Domain Personalized Transfer Ranking for Collaborative Filtering. | Yunhui Guo, Xin Wang, Congfu Xu |
| 2015 | IJCAI | Recommendation Algorithms for Optimizing Hit Rate, User Satisfaction and Website Revenue. | Xin Wang, Yunhui Guo, Congfu Xu |
| 2014 | AAAI | Exact Subspace Clustering in Linear Time. | Shusen Wang, Bojun Tu, Congfu Xu, Zhihua Zhang |
| 2014 | CIKM | HGMF: Hierarchical Group Matrix Factorization for Collaborative Recommendation. | Xin Wang, Weike Pan, Congfu Xu |
| 2014 | CIKM | Adaptive Pairwise Preference Learning for Collaborative Recommendation with Implicit Feedbacks. | Hao Zhong, Weike Pan, Congfu Xu, Zhi Yin, Zhong Ming |
| 2014 | ICTAI | SBMF: Similarity-Based Matrix Factorization for Collaborative Recommendation. | Xin Wang, Congfu Xu |
| 2014 | ICTAI | Collaborative Ranking via Learning Social Experts. | Zhi Yin, Xin Wang, Xiaoqiong Wu, Chen Liang, Congfu Xu |
| 2013 | IRI | Tag-based top-N recommendation using a pairwise topic model. | Zhengyang Li, Congfu Xu |
| 2012 | ICTAI | A Modified PMF Model Incorporating Implicit Item Associations. | Qiang Liu, Chengwei Wang, Congfu Xu |
| 2011 | AAAI | A Fast Spectral Relaxation Approach to Matrix Completion via Kronecker Products. | Hui Zhao, Jiuqiang Han, Naiyan Wang, Congfu Xu, Zhihua Zhang |
| 2011 | ICTAI | Collaborative Filtering Based on Star Users. | Qiang Liu, Bingfei Cheng, Congfu Xu |
| 2010 | ICTAI | An Approach to Image Spam Filtering Based on Base64 Encoding and N-Gram Feature Extraction. | Congfu Xu, Yafang Chen, Kevin Chiew |
| 2009 | IAAI | Not So Naive Online Bayesian Spam Filter. | Baojun Su, Congfu Xu |
| 2008 | ISKE | Using decision boundary to analyze classifiers. | Zhiyong Yan, Congfu Xu |
| 2007 | Interspeech | Robust F0 modeling for Mandarin speech recognition in noise. | Sheng Qiang, Yao Qian, Frank K. Soong, Congfu Xu |
| 2007 | PAKDD | Understanding Research Field Evolving and Trend with Dynamic Bayesian Networks. | Jinlong Wang, Congfu Xu, Gang Li, Zhenwen Dai, Guojing Luo |
| 2006 | AAAI | Ontology Based Semantic Modeling for Chinese Ancient Architectures. | Yong Liu, Congfu Xu, Qiong Zhang, Yunhe Pan |
| 2006 | ADMA | SA-IFIM: Incrementally Mining Frequent Itemsets in Update Distorted Databases. | Jinlong Wang, Congfu Xu, Hongwei Dan, Yunhe Pan |
| 2005 | CIS | An Improved EMASK Algorithm for Privacy-Preserving Frequent Pattern Mining. | Congfu Xu, Jinlong Wang, Hongwei Dan, Yunhe Pan |
| 2005 | GRC | Improved rule based rough set approach for target recognition. | Yong Liu, Congfu Xu, Zhiyong Yan, Yunhe Pan |
| 2005 | ICCS | Hierarchical Infrastructure for Large-Scale Distributed Privacy-Preserving Data Mining. | Jinlong Wang, Congfu Xu, Huifeng Shen, Yunhe Pan |
| 2004 | APWEB | A Finite State Mobile Agent Computation Model. | Yong Liu, Congfu Xu, Zhaohui Wu, Weidong Chen, Yunhe Pan |
| 2004 | CIS | A Scalable and Reliable Mobile Agent Computation Model. | Yong Liu, Congfu Xu, Zhaohui Wu, Yunhe Pan |
| 2004 | ICCS | ABSDM: Agent Based Service Discovery Mechanism in Internet. | Shijian Li, Congfu Xu, Zhaohui Wu, Yunhe Pan, Xuelan Li |
| 2004 | SMC | Research on rough set theory extension and rough reasoning. | Yunliang Jiang, Congfu Xu, Jin Gou, Zuxin Li |
| 2004 | SMC | A flexible and dynamic videoconferencing system (FDVCS): design and implementation. | Yunliang Jiang, Congfu Xu, Yuan Yao, Shijian Li, Qiang Miao |
| 2004 | SMC | Survey of the study on frequent pattern mining in data streams. | Jinlong Wang, Congfu Xu, Weidong Chen, Yunhe Pan |
| 2004 | SMC | A new agent based service discovery mechanism. | Shijian Li, Congfu Xu, Zhaohui Wu, Yunhe Pan |
| 2004 | SMC | A new approach for data fusion: implement rough set theory in dynamic objects distinguishing and tracing. | Yong Liu, Congfu Xu, Yunhe Pan |
| 2004 | SMC | An incremental rule extracting algorithm based on Pawlak reduction. | Yong Liu, Congfu Xu, Yunhe Pan |
| 2003 | IRI | A new approach for representing and processing uncertainty knowledge. | Yunliang Jiang, Congfu Xu, Yong Liu, Keqin Zhao |
| 2003 | IRI | A Dynamic Incremental Rule Extracting Algorithm Based on the Improved Discernibility Matrix. | Yong Liu, Xuelan Li, Congfu Xu, Yunhe Pan |
| 2003 | SMC | A GIS-based implemental framework for landscape design. | Yong Liu, Congfu Xu, Weidong Chen, Yunhe Pan |