LI Xiaodong (Ph.D.)

Associate Professor

College of Computer and Information, Hohai University

E-mail: xiaodong DOT c DOT li AT outlook DOT com; xiaodong DOT li AT hhu DOT edu DOT cn

Office: Rm3202 QinXue Building, 8 FoCheng West Road, Hohai University, Nanjing, Jiangsu, P.R. China, 211100.

Dr. LI Xiaodong studied in the Department of Computer Science and Technology, Nanjing University, and got his BSc degree in 2006. He became a Ph.D. student in City University of Hong Kong in 2009, supervised by Prof. DENG Xiaotie, and got his PhD degree in 2014 [Thesis].

1. Welcome to HAI Lab [FILE]

• Data mining and machine learning, including text/time series data mining, knowledge mining and management.

• FinAI, including quant/algorithmic trading, algorithmic game theory/EC.

• HydroAI, including hydro prediction.

1. Mr. WU Pangjing. To PolyU with Prof. LI Qing, Ph.D. candidate.

[DBLP][ResearchGate]

    Journal Papers

1. Xiaodong Li, Chenxin Zou, Pangjing Wu, Qing Li: TSSRD: A Topic Sentiment Summarization Framework Based on Reaching Definition. IEEE Trans. Affect. Comput. 14(3): 1716-1730 (2023)


2. Jiaqi Ye, Xiaodong Li, Pangjing Wu, Feng Wang: Action Pick-up in Dynamic Action Space Reinforcement Learning. CoRR abs/2304.00873 (2023)


3. Xiaodong Li, Chenxin Zou, Yi Cai, Yuelong Zhu: Knowledge Graph Quality Evaluation under Incomplete Information. CoRR abs/2212.00994 (2022)


4. Xiaodong Li, Pangjing Wu, Chenxin Zou, Qing Li: Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization. CoRR abs/2212.14670 (2022)


5. Xiaodong Li, Pangjing Wu, Chenxin Zou, Haoran Xie, Fu Lee Wang: Sentiment Lossless Summarization. Knowledge-Based Systems. 227: 107170 (2021)


6. Xiaodong Li, Pangjing Wu: Stock Price Prediction Incorporating Market Style Clustering. Cognitive Computation. (2021)


7. Xiaodong Li, Pangjing Wu, Wenpeng Wang: Incorporating stock prices and news sentiments for stock market prediction: A case of Hong Kong. Inf. Process. Manag. 57(5): 102212 (2020)


8. Xiaodong Li, Pangjing Wu, Rongrong Bo: Improving Order Execution Cost Estimation by Semisupervised Learning. IEEE Access 7: 178342-178356 (2019)


9. Xiaodong Li, Jingjing Cao, Zhaoqing Pan: Market impact analysis via deep learned architectures. Neural Comput. Appl. 31(10): 5989-6000 (2019) [Paper][BibTex]


10. Xiaodong Li, Haoran Xie, Raymond Y. K. Lau, Tak-Lam Wong, Fu Lee Wang: Stock Prediction via Sentimental Transfer Learning. IEEE Access 6: 73110-73118 (2018). [Paper][BibTex]


11. Jun Feng, Cheng Gong, Xiaodong Li, Raymond Y. K. Lau: Automatic Approach of Sentiment Lexicon Generation for Mobile Shopping Reviews. Wireless Communications and Mobile Computing 2018: 9839432:1-9839432:13 (2018). [Paper][BibTex]


12. Xiaodong Li, Haoran Xie, Ran Wang, Yi Cai, Jingjing Cao, Feng Wang, Huaqing Min, Xiaotie Deng: Empirical analysis: stock market prediction via extreme learning machine. Neural Computing and Applications 27(1): 67-78 (2016). [Paper][BibTex]


13. Haoran Xie, Xiaodong Li, Tao Wang, Raymond Y. K. Lau, Tak-Lam Wong, Li Chen, Fu Lee Wang, Qing Li: Incorporating sentiment into tag-based user profiles and resource profiles for personalized search in folksonomy. Inf. Process. Manage. 52(1): 61-72 (2016). [Paper][BibTex]


14. Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min: Personalized search for social media via dominating verbal context. Neurocomputing 172: 27-37 (2016). [Paper][BibTex]


15. Xiaodong Li, Haoran Xie, Yangqiu Song, Shanfeng Zhu, Qing Li, Fu Lee Wang: Does Summarization Help Stock Prediction? A News Impact Analysis. IEEE Intelligent Systems 30(3): 26-34 (2015). [Paper][BibTex]


16. Jingjing Cao, Sam Kwong, Ran Wang, Xiaodong Li, Ke Li, Xiangfei Kong: Class-specific soft voting based multiple extreme learning machines ensemble. Neurocomputing 149: 275-284 (2015). [Paper][BibTex]


17. Xiaodong Li, Xiaotie Deng, Shanfeng Zhu, Feng Wang, Haoran Xie: An intelligent market making strategy in algorithmic trading. Frontiers of Computer Science 8(4): 596-608 (2014). [Paper][BibTex]


18. Xiaodong Li, Xiaodi Huang, Xiaotie Deng, Shanfeng Zhu: Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information. Neurocomputing 142: 228-238 (2014). [Paper][BibTex]


19. Xiaodong Li, Haoran Xie, Li Chen, Jianping Wang, Xiaotie Deng: News impact on stock price return via sentiment analysis. Knowl.-Based Syst. 69: 14-23 (2014). [Paper][BibTex]


20. Haoran Xie, Xiaodong Li, Jiantao Wang, Qing Li, Yi Cai: The Collaborative Search by Tag-Based User Profile in Social Media. The Scientific World Journal 2014: 608326:1-608326:7 (2014). [Paper][BibTex]


21. Haoran Xie, Qing Li, Xudong Mao, Xiaodong Li, Yi Cai, Qianru Zheng: Mining Latent User Community for Tag-Based and Content-Based Search in Social Media. Comput. J. 57(9): 1415-1430 (2014). [Paper][BibTex]


22. Haoran Xie, Qing Li, Xudong Mao, Xiaodong Li, Yi Cai, Yanghui Rao: Community-aware user profile enrichment in folksonomy. Neural Networks 58: 111-121 (2014). [Paper][BibTex]

    Conference Papers

1. Jiaqi Ye, Xiaodong Li, Yingying Wang: A Multi-Agent Deep Reinforcement Learning Framework for VWAP Strategy Optimization. IJCNN, 2022.


2. Chenxin Zou, Xiaodong Li, Pangjing Wu, Haoran Xie: M2R: from Mathematical Models to Resource Description Framework. APWeb-WAIM, 2022.


3. Yingying Wang, Xiaodong Li, Pangjing Wu, Haoran Xie: Many-to-many pair trading. APWeb-WAIM, 2022.


4. Xiaodong Li, Haoran Xie, Tak-Lam Wong, Fu Lee Wang: Market impact analysis via sentimental transfer learning. BigComp 2017: 451-452. [Paper][BibTex]


5. Feng Wang, Zhiyong Zhao, Xiaodong Li, Fei Yu, Hao Zhang: Stock volatility prediction using multi-kernel learning based extreme learning machine. IJCNN 2014: 3078-3085. [Paper][BibTex]


6. Xiaodong Li, Shanfeng Zhu, Haoran Xie, Qing Li: Document Summarization via Self-Present Sentence Relevance Model. DASFAA (2) 2013: 309-323. [Paper][BibTex]


7. Ting Jin, Haoran Xie, Jingsheng Lei, Qing Li, Xiaodong Li, Xudong Mao, Yanghui Rao: Finding Dominating Set from Verbal Contextual Graph for Personalized Search in Folksonomy. Web Intelligence 2013: 367-372. [Paper][BibTex]


8. Xiaodong Li, Chao Wang, Jiawei Dong, Feng Wang, Xiaotie Deng, Shanfeng Zhu: Improving Stock Market Prediction by Integrating Both Market News and Stock Prices. DEXA (2) 2011: 279-293. [Paper][BibTex]


9. Xiaodong Li, Xiaotie Deng, Feng Wang, Keren Dong: Empirical Analysis: News Impact on Stock Prices Based on News Density. ICDM Workshops 2010: 585-592. [Paper][BibTex]

1. 2021 - 2022, Fundamental Research Funds for the Central Universities.


2. 2019 - 2020, Fundamental Research Funds for the Central Universities.


3. 2018 - 2021, National Key R&D Program of China.


4. 2017 - 2019, National Natural Science Foundation of China.


5. 2016 - 2017, Fundamental Research Funds for the Central Universities.

1. Associate Editor of NLP Journal.

• 2017.03 - 2017.06, Compilers.


• 2017.09 - 2017.12, Software Engineering.


• 2018.03 - 2018.06, Compilers.


• 2018.09 - 2018.12, Software Engineering.


• 2018.09 - 2018.12, Information Retrieval.


• 2019.09 - 2019.12, Information Retrieval.


• 2020.09 - 2020.12, Information Retrieval.


• 2020.09 - 2020.12, Java Programming.


• 2020.09 - 2020.12, Python and Financial Data Analysis.


• 2021.09 - 2021.12, Information Retrieval.


• 2021.09 - 2021.12, Java Programming.


• 2022.09 - 2022.12, Information Retrieval.


• 2022.09 - 2022.12, Java Programming.


• 2022.09 - 2022.12, Data Analysis.

Copyright © LI Xiaodong