| 2026 | AAAI | Tensorized Label Learning via Balanced Tensor Regression. | Guangyu Yang, Yuzhuo Feng, Qin Li, Quanxue Gao, Ming Yang, Rui Wang |
| 2026 | ACL | Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models. | Guangyu Yang, Jinghong Chen, Jingbiao Mei, Weizhe Lin, Bill Byrne |
| 2025 | EMNLP | Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection. | Jingbiao Mei, Jinghong Chen, Guangyu Yang, Weizhe Lin, Bill Byrne |
| 2025 | ICDM | Balanced and Discrete Projection Collaborative Clustering with Probabilistic Regression. | Guangyu Yang, Yu Duan, Quanxue Gao, Jingjing Xue, Xuhong Dong |
| 2025 | ICDM | Anchor Label Guided Co-Clustering via Multi-Anchor Graphs Fusion. | Guangyu Yang, Xuhong Dong, Rui Wang, Quanxue Gao, Yu Duan |
| 2025 | WWW | Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys. | Da Xu, Danqing Zhang, Chuanwei Ruan, Lingling Zheng, Bo Yang, Guangyu Yang, Shuyuan Xu, Haixun Wang |
| 2024 | CIKM | Tutorial on Landing Generative AI in Industrial Social and E-commerce Recsys. | Da Xu, Danqing Zhang, Lingling Zheng, Bo Yang, Guangyu Yang, Shuyuan Xu, Cindy Liang |
| 2024 | NAACL | Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding. | Guangyu Yang, Jinghong Chen, Weizhe Lin, Bill Byrne |
| 2023 | WWW | DeepPvisit: A Deep Survival Model for Notification Management. | Guangyu Yang, Efrem Ghebreab, Jiaxi Xu, Xianen Qiu, Yiping Yuan, Wensheng Sun |
| 2022 | KDD | Multi-objective Optimization of Notifications Using Offline Reinforcement Learning. | Prakruthi Prabhakar, Yiping Yuan, Guangyu Yang, Wensheng Sun, Ajith Muralidharan |
| 2017 | UIC | A developed feature selection method for classification based on united information gain. | Kun Niu, Haizhen Jiao, Zhipeng Gao, Guannan Jia, Guangyu Yang, Cheng Cheng |
| 2008 | ICNC | Research on Enterprise CRM Crisis Early-Warning Based on BP Neural Network. | Guangyu Yang, Liang Ju |