| 2025 | WWW | Preserving Label Correlation for Multi-label Text Classification by Prototypical Regularizations. | Fanshuang Kong, Richong Zhang, Xiaohui Guo, Junfan Chen, Ziqiao Wang |
| 2024 | IJCAI | Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching. | Zhuoran Li, Chunming Hu, Junfan Chen, Zhijun Chen, Xiaohui Guo, Richong Zhang |
| 2023 | SDM | Deep Contrastive One-Class Time Series Anomaly Detection. | Rui Wang, Chongwei Liu, Xudong Mou, Kai Gao, Xiaohui Guo, Pin Liu, Tianyu Wo, Xudong Liu |
| 2022 | ACL | An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition. | Zhuoran Li, Chunming Hu, Xiaohui Guo, Junfan Chen, Wenyi Qin, Richong Zhang |
| 2022 | EMNLP | DropMix: A Textual Data Augmentation Combining Dropout with Mixup. | Fanshuang Kong, Richong Zhang, Xiaohui Guo, Samuel Mensah, Yongyi Mao |
| 2022 | IJCNN | Adaptive Shapelets Preservation for Time Series Augmentation. | Pin Liu, Xiaohui Guo, Pengpeng Chen, Bin Shi, Tianyu Wo, Xudong Liu |
| 2021 | ICONIP | CSMOTE: Contrastive Synthetic Minority Oversampling for Imbalanced Time Series Classification. | Pin Liu, Xiaohui Guo, Rui Wang, Pengpeng Chen, Tianyu Wo, Xudong Liu |
| 2021 | IJCAI | Robust Regularization with Adversarial Labelling of Perturbed Samples. | Xiaohui Guo, Richong Zhang, Yaowei Zheng, Yongyi Mao |
| 2020 | IGARSS | Deep Adaptive Proposal Network in Optical Remote Sensing Images Objective Detection. | Lingling Li, Lin Cheng, Xiaohui Guo, Xu Liu, Licheng Jiao, Fang Liu |
| 2014 | ICDM | An Incremental Tensor Factorization Approach for Web Service Recommendation. | Wancai Zhang, Hailong Sun, Xudong Liu, Xiaohui Guo |
| 2014 | ICWS | Incorporating Invocation Time in Predicting Web Service QoS via Triadic Factorization. | Wancai Zhang, Hailong Sun, Xudong Liu, Xiaohui Guo |
| 2014 | WWW | Temporal QoS-aware web service recommendation via non-negative tensor factorization. | Wancai Zhang, Hailong Sun, Xudong Liu, Xiaohui Guo |
| 2014 | WISE | Discovering Semantic Mobility Pattern from Check-in Data. | Ji Yuan, Xudong Liu, Richong Zhang, Hailong Sun, Xiaohui Guo, Yanghao Wang |
| 2013 | SMC | Discovering User Preference from Folksonomy. | Xiaohui Guo, Richong Zhang, Jinpeng Huai, Hailong Sun, Xudong Liu |
| 2013 | WISE | Time-Aware Travel Attraction Recommendation. | Kai Wang, Richong Zhang, Xudong Liu, Xiaohui Guo, Hailong Sun, Jinpeng Huai |
| 2012 | WISE | Generating Tourism Path from Trajectories and Geo-Photos. | Zhixing Zeng, Richong Zhang, Xudong Liu, Xiaohui Guo, Hailong Sun |
| 2010 | SERVICES | An Adaptive Solution for Web Service Composition. | Hongbing Wang, Xiaohui Guo |
| 2008 | ICWS | Specify and Compose Web Services by TLA. | Hongbing Wang, Hui Liu, Xiaohui Guo |