| 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 |
| 2021 | IJCAI | An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets. | Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang |
| 2020 | IJCAI | Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit. | Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang |