| Stock price movement prediction from financial news with deep learning and knowledge graph embedding Y Liu, Q Zeng, H Yang, A Carrio Knowledge Management and Acquisition for Intelligent Systems: 15th Pacific …, 2018 | 68 | 2018 |
| Anticipating Stock Market of the Renowned Companies: A Knowledge Graph Approach JOMHY Yang Liu, Qingguo Zeng Complexity, 2019 | 60 | 2019 |
| Anticipating financial distress of high‐tech startups in the European Union: A machine learning approach for imbalanced samples Y Liu, Q Zeng, B Li, L Ma, J Ordieres‐Meré Journal of Forecasting 41 (6), 1131-1155, 2022 | 23 | 2022 |
| Unveiling consumer preferences in automotive reviews through aspect-based opinion generation Y Liu, J Shi, F Huang, J Hou, C Zhang Journal of Retailing and Consumer Services 77, 103605, 2024 | 19 | 2024 |
| Electronic word-of-mouth effects on studio performance leveraging attention-based model Y Liu, H Fei, Q Zeng, B Li, L Ma, D Ji, J Ordieres Meré Neural Computing and Applications 32, 17601-17622, 2020 | 16 | 2020 |
| Depression clinical detection model based on social media: a federated deep learning approach Y Liu The Journal of Supercomputing 8, 7931–7954, 2023 | 11 | 2023 |
| Generalizing factors of COVID-19 vaccine attitudes in different regions: A summary generation and topic modeling approach Y Liu, J Shi, C Zhao, C Zhang Digital health 9, 20552076231188852, 2023 | 11 | 2023 |
| Depression detection via a Chinese social media platform: a novel causal relation-aware deep learning approach Y Liu The journal of supercomputing 80 (8), 10327-10356, 2024 | 10 | 2024 |
| Leveraging ChatGPT to optimize depression intervention through explainable deep learning Y Liu, X Ding, S Peng, C Zhang Frontiers in psychiatry 15, 1383648, 2024 | 9 | 2024 |
| Credit scoring prediction leveraging interpretable ensemble learning Y Liu, F Huang, L Ma, Q Zeng, J Shi Journal of Forecasting 43 (2), 286–308, 2024 | 9 | 2024 |
| Assessing the helpfulness of hotel reviews for information overload: a multi-view spatial feature approach Y Liu, X Ding, M Chi, J Wu, L Ma Information Technology & Tourism 26 (1), 59-87, 2024 | 8 | 2024 |
| Sarcasm detection in hotel reviews: a multimodal deep learning approach Y Liu, M Chi, Q Sun Journal of Hospitality and Tourism Technology 15 (4), 519-533, 2024 | 7 | 2024 |
| 基于跨模态深度学习的旅游评论反讽识别 刘洋， 马莉莉， 张雯 数据分析与知识发现 6 (12), 23-31, 2022 | 6 | 2022 |
| 在线社区用户画像及自我呈现主题挖掘——以网易云音乐社区为例 吴江， 刘涛， 刘洋 数据, 2022 | 6 | 2022 |
| Analyzing the effect of user‐generated content on studio performance: A combined approach Y Liu Managerial and Decision Economics, 2024 | 4 | 2024 |
| Understanding COVID-19 vaccine hesitancy of different regions in the post-epidemic era: A causality deep learning approach Y Liu, C Zhao, C Zhang Digital Health 10, 20552076241272712, 2024 | 1 | 2024 |
| 社交机器人在信息行为研究中的概念, 任务及应用 刘洋， 吕树月， 黎若珺 农业图书情报学报, 1-17, 2024 | 1 | 2024 |
| Injecting new insights: How do review sentiment and rating inconsistency shape the helpfulness of airline reviews? Y Liu, L Ma, Y Dou, Z Zhu, L Ma, Z Liu Information Processing & Management 62 (4), 104088, 2025 | | 2025 |
| The application of machine learning algorithms for predicting length of stay before and during the COVID-19 pandemic: Evidence from Wuhan-area hospitals Y Liu, R Liang, C Zhang Frontiers in Digital Health 6, 1506071, 2024 | | 2024 |
| Stock movement prediction in a hotel with multimodality and spatio-temporal features during the Covid-19 pandemic Y Liu, L Ma Heliyon 10 (21), 2024 | | 2024 |
Qing-Guo ZengSouthern University of Science and TechnologyAdresă de e-mail confirmată pe mail.sustech.edu.cn