Mengying Zhu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Portfolio Management

Upper Confidence Bound

Bankruptcy Prediction

Recommender Systems

Top Venues

Publications

Mengyuan Yang, Mengying Zhu, Yan Wang, Linxun Chen, Yilei Zhao, Xiuyuan Wang, Bing Han, Xiaolin Zheng, Jianwei Yin
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward. AAAI (2024)
Mengpu Liu, Mengying Zhu, Xiuyuan Wang, Guofang Ma, Jianwei Yin, Xiaolin Zheng
ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction. AAAI (2024)
Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion. CoRR (2023)
Mengyuan Yang, Mengying Zhu, Qianqiao Liang, Xiaolin Zheng, Menghan Wang
Spotlight News Driven Quantitative Trading Based on Trajectory Optimization. IJCAI (2023)
Xiaolin Zheng, Mengpu Liu, Mengying Zhu
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow. IJCAI (2023)
Qianqiao Liang, Mengying Zhu, Yan Wang, Xiuyuan Wang, Wanjia Zhao, Mengyuan Yang, Hua Wei, Bing Han, Xiaolin Zheng
Positive Distribution Pollution: Rethinking Positive Unlabeled Learning from a Unified Perspective. AAAI (2023)
Menghan Wang, Jinming Yang, Yuchen Guo, Yuming Shen, Mengying Zhu, Yanlin Wang
Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion. SIGIR (2023)
Mengying Zhu, Yan Wang, Fei Wu, Mengyuan Yang, Cheng Chen, Qianqiao Liang, Xiaolin Zheng
WISE: Wavelet based Interpretable Stock Embedding for Risk-Averse Portfolio Management. WWW (Companion Volume) (2022)
Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. CoRR (2022)
Mengyuan Yang, Xiaolin Zheng, Qianqiao Liang, Bing Han, Mengying Zhu
A Smart Trader for Portfolio Management based on Normalizing Flows. IJCAI (2022)
Fan Wang, Weiming Liu, Chaochao Chen, Mengying Zhu, Xiaolin Zheng
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation. IJCAI (2022)
Qianqiao Liang, Mengying Zhu, Xiaolin Zheng, Yan Wang
An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets. IJCAI (2021)
Qianqiao Liang, Xiaolin Zheng, Yan Wang, Mengying Zhu
ERS: An explainable recommendation system with online learning, online recommendation, and online explanation. Inf. Sci. 562 (2021)
Mengying Zhu, Xiaolin Zheng, Yan Wang, Qianqiao Liang, Wenfang Zhang
Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit. IJCAI (2020)
Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan
FinBrain: when finance meets AI 2.0. Frontiers Inf. Technol. Electron. Eng. 20 (7) (2019)
Mengying Zhu, Xiaolin Zheng, Yan Wang, Yuyuan Li, Qianqiao Liang
Adaptive Portfolio by Solving Multi-armed Bandit via Thompson Sampling. CoRR (2019)
Xiaolin Zheng, Mengying Zhu, Qibing Li, Chaochao Chen, Yanchao Tan
FinBrain: When Finance Meets AI 2.0. CoRR (2018)
Yanchao Tan, Xiaolin Zheng, Mengying Zhu, Chaohui Wang, Zhifeng Zhu, Lifeng Yu
Investment Recommendation with Total Capital Value Maximization in Online P2P Lending. ICEBE (2017)
Chaochao Chen, Xiaolin Zheng, Mengying Zhu, Litao Xiao
Recommender System with Composite Social Trust Networks. Int. J. Web Serv. Res. 13 (2) (2016)
Menghan Wang, Xiaolin Zheng, Mengying Zhu, Zhongkai Hu
P2P Lending Platforms Bankruptcy Prediction Using Fuzzy SVM with Region Information. ICEBE (2016)