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Steve Yang

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20082024

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  • 2024

    Financial Risk Disclosure Return Premium: A Topic Modeling Approach

    Zhang, B. & Yang, S., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Financial Semantic Textual Similarity: A New Dataset and Model

    Yang, S., Yang, S. & Mai, F., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Modeling investor sentiment jumps using deep reinforcement learning with a Hawkes cross-excitation modeling approach

    Yu, Y. & Yang, S. Y., 2024, 2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024. (2024 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • XBRL Agent: Leveraging Large Language Models for Financial Report Analysis

    Han, S., Kang, H., Jin, B., Liu, X. Y. & Yang, S. Y., 14 Nov 2024, ICAIF 2024 - 5th ACM International Conference on AI in Finance. p. 856-864 9 p. (ICAIF 2024 - 5th ACM International Conference on AI in Finance).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations
  • 2023

    Unveiling Equity: Exploring Feature Dependency using Complex-Valued Neural Networks and Attention Mechanism for Fair Data Analysis

    Tang, X., Zhang, M., Khan, A. R., Yang, S. Y. & Xu, J., 2023, 2023 IEEE 12th International Conference on Cloud Networking, CloudNet 2023. p. 256-264 9 p. (2023 IEEE 12th International Conference on Cloud Networking, CloudNet 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    Impact of False Information from Spoofing Strategies: An ABM Model of Market Dynamics

    Li, H. H. & Yang, S. Y., 2022, 2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2022 - Proceedings. (2022 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, CIFEr 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2018

    Bank Contagion Risk through Fire-Sales: A Heterogeneous Agent Model

    Zhang, X., Mo, C. Y. J. & Yang, S. Y., 2 Jul 2018, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). p. 2321-2328 8 p. 8628902. (Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2017

    Agent-based financial markets: A review of the methodology and domain

    Todd, A., Beling, P., Scherer, W. & Yang, S. Y., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. 7850016. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    18 Scopus citations

  • Entropy based measure sentiment analysis in the financial market

    Song, Q., Almahdi, S. & Yang, S. Y., 1 Jul 2017, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. p. 1-5 5 p. (2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Firm risk identification through topic analysis of textual financial disclosures

    Zhu, X., Yang, S. Y. & Moazeni, S., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. 7850005. (2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations
  • 2016

    Impact of XBRL on financial statement structural comparability

    Yang, S., Liu, F. C. & Zhu, X., 2016, 2016 International Conference on Information Systems, ICIS 2016. (2016 International Conference on Information Systems, ICIS 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2015

    An extreme firm-specific news sentiment asymmetry based trading strategy

    Song, Q., Liu, A., Yang, S. Y., Deane, A. & Datta, K., 2015, Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015. p. 898-904 7 p. 7376707. (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations

  • Bitcoin market return and volatility forecasting using transaction network flow properties

    Yang, S. Y. & Kim, J., 2015, Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015. p. 1778-1785 8 p. 7376825. (Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    29 Scopus citations
  • 2014

    Algorithmic trading behavior identification using reward learning method

    Yang, S. Y., Qiao, Q., Beling, P. A. & Scherer, W. T., 3 Sep 2014, Proceedings of the International Joint Conference on Neural Networks. p. 3807-3814 8 p. 6889878. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • An empirical study of the financial community network on Twitter

    Yang, S. Y., Mo, S. Y. K. & Zhu, X., 14 Oct 2014, 2014 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr Proceedings. Serguieva, A., Maringer, D., Palade, V. & Almeida, R. J. (eds.). p. 55-62 8 p. 6924054. (IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Twitter financial community modeling using agent based simulation

    Yang, S. Y., Liu, A. & Mo, S. Y. K., 14 Oct 2014, 2014 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr Proceedings. Serguieva, A., Maringer, D., Palade, V. & Almeida, R. J. (eds.). p. 63-70 8 p. 6924055. (IEEE/IAFE Conference on Computational Intelligence for Financial Engineering, Proceedings (CIFEr)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    5 Scopus citations
  • 2013

    A study of dark pool trading using an agent-based model

    Mo, S. Y. K., Paddrik, M. & Yang, S. Y., 2013, Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 19-26 8 p. 6611692. (Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations

  • Balance sheet outlier detection using a graph similarity algorithm

    Yang, S. & Cogill, R., 2013, Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 135-142 8 p. 6611709. (Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations
  • 2012

    Agent based model of the E-Mini Future: Application for policy making

    Hayes, R., Paddrik, M., Todd, A., Yang, S., Beling, P. & Scherer, W., 2012, Proceedings of the 2012 Winter Simulation Conference, WSC 2012. 6465037. (Proceedings - Winter Simulation Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations

  • An agent based model of the E-Mini S&P 500 applied to flash crash analysis

    Paddrik, M., Hayes, R., Todd, A., Yang, S., Beling, P. & Scherer, W., 2012, 2012 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2012 - Proceedings. p. 257-264 8 p. 6327800. (2012 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2012 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    32 Scopus citations

  • Behavior based learning in identifying High Frequency Trading strategies

    Yang, S., Paddrik, M., Hayes, R., Todd, A., Kirilenko, A., Beling, P. & Scherer, W., 2012, 2012 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2012 - Proceedings. p. 133-140 8 p. 6327783. (2012 IEEE Conference on Computational Intelligence for Financial Engineering and Economics, CIFEr 2012 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    24 Scopus citations
  • 2008

    A systems approach to the promotion and implementation of Medical Translational Research at the University of Virginia

    Ablowitz, J. L., Calhoun, T. D., Farmer, M. R., Liechty, D. W., McCoy, M. L., Potts, J. A., Shaw, B. A., Thomas, C. C., Weber, D. P. & Yang, S. Y., 2008, Proceedings of the 2008 IEEE Systems and Information Engineering Design Symposium, SIEDS 2008. p. 210-215 6 p. 4559713. (Proceedings of the 2008 IEEE Systems and Information Engineering Design Symposium, SIEDS 2008).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations