| 2026 | AAAI | TermGPT: Multi-Level Contrastive Fine-Tuning for Terminology Adaptation in Legal and Financial Domains. | Yidan Sun, Mengying Zhu, Feiyue Chen, Yangyang Wu, Xiaolei Dan, Mengyuan Yang, Xiaolin Zheng, Shenglin Ben |
| 2026 | WWW | FeedGuard: Online Critic-Guided Reinforcement Learning with Privacy-Preserving Feedback for Recommendation. | Mengying Zhu, Feiyue Chen, Lifan Jiang, Mengyuan Yang, Yangyang Wu, Guanjie Cheng, Xiaolin Zheng |
| 2025 | ICASSP | MFMamba: A Multimodal Fusion State Space Model for Depression Recognition. | Jingyi Liu, Yuanyuan Shang, Mengyuan Yang, Zhuhong Shao, Jiaxi Lu, Tie Liu |
| 2025 | IJCNN | A Multi-level and Multi-scale Context Refinement Network for Video-based Depression Recognition. | Jingyi Liu, Yuanyuan Shang, Mengyuan Yang, Jiaxi Lu, Zhuhong Shao, Hui Ding, Tie Liu |
| 2025 | ICWS | D ${ }^{3}$: Delayed Default-Intention Based Default Prediction in Financial Loan Service. | Mengying Zhu, Mengyuan Yang, Guanjie Cheng, Guofang Ma |
| 2024 | AAAI | Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward. | Mengyuan Yang, Mengying Zhu, Yan Wang, Linxun Chen, Yilei Zhao, Xiuyuan Wang, Bing Han, Xiaolin Zheng, Jianwei Yin |
| 2024 | ICWS | HEDGE: Heterogeneous Semantic Dynamic Graph Framework for Log Anomaly Detection in Digital Service Network. | Bohao Qian, Mengying Zhu, Mengyuan Yang, Enze Wu, Guojie Xie, Yuebing Liang, Xiaolin Zheng |
| 2023 | AAAI | Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective. | Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng |
| 2023 | IJCAI | Spotlight News Driven Quantitative Trading Based on Trajectory Optimization. | Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang |
| 2022 | IJCAI | A Smart Trader for Portfolio Management based on Normalizing Flows. | Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu |
| 2022 | WWW | WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management. | Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng |
| 2019 | CIKM | Improving Ad Click Prediction by Considering Non-displayed Events. | Bo-Wen Yuan, Jui-Yang Hsia, Mengyuan Yang, Hong Zhu, Chih-Yao Chang, Zhenhua Dong, Chih-Jen Lin |
| 2014 | ICCCN | Preserving privacy for sensitive values of individuals in data publishing based on a new additive noise approach. | Hong Zhu, Shengli Tian, Meiyi Xie, Mengyuan Yang |