Fei Yu, Jian Guan, Hongrun Wu, Hui Wang, Biyang Ma. (2024). "Multi-population differential evolution approach for feature selection with mutual information ranking." Expert Systems with Applications, 260, 125404.
Wang, Hui; Wu, Hongrun; Chen, Yingpin; Ma, Biyang. (2023). "Multi-Agent Transfer Reinforcement Learning for Resource Management in Underwater Acoustic Communication Networks." IEEE Transactions on Network Science and Engineering.11(2), 2012-2023.
Yanyu Liu, Yifeng Zeng, Biyang Ma, Yinghui Pan, Huifan Gao, Xiaohan Huang (2023). "Improvement and Evaluation of the Policy Legibility in Reinforcement Learning." In Proc. Of AAMAS ’23. 2023, 3044–3046.
Biyang Ma, Bilian Chen, Yifeng Zeng*, Jing Tang, Langcai Cao (2022). " Tensor decomposition for multi-agent predictive state representation." Expert Systems with Applications, 2022,115969, 2022;. 189(1).
Yinghui Pan, Junhan Chen, Yifeng Zeng, Zhangrui Yao, Qianwen Li, Biyang Ma, Yi Ji, and Zhong Ming. (2022). "LBfT: Learning Bayesian Network Structures from Text in Autonomous Typhoon Response Systems." In Proc. Of AAMAS ’22. 2022, 1914–1916.
Biyang Ma, Yinghui Pan, Yifeng Zeng, Zhong Ming.(2022). "Ev-IDID: Enhancing solutions to interactive dynamic influence diagrams through evolutionary algorithms " In Proc. Of AAMAS ’22. 2022, 1911–1913.
Yifeng Zeng, Zhangrui Yao, Yinghui Pan, Wanqing Chen, Junxin Zhou, Junhan Chen, Biyang Ma, and Zhong Ming. (2021). "ATPT: Automate Typhoon Contingency Plan Generation from Text." In Proc. Of AAMAS ’21. 2021, 1788–1790.
Biyang Ma, Jing Tang, Bilian Chen, Yinghui Pan, Yifeng Zeng (2021). " Tensor optimization with group lasso for multi-agent predictive state representation." Knowledge-Based Systems, 2021, 106893., 2021. 211(7).
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, California