Yan Ge

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Dr Yan Ge

PhD, BSc, MSc

  • BS8 1UB

Personal profile

Research Groups and Themes

  • Intelligent Systems Laboratory

Keywords

  • Machine Learning
  • Financial Technology
  • Graph Embedding
  • Knowledge Graph

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Collaborations and top research areas from the last five years

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  • 3 Article (Academic Journal)
  • 2 Conference Contribution (Conference Proceeding)

  • Multi-Stock Movements Classification: A Decoupled Graph Diffusion Neural Network Approach

    You, Z., Shi, Z., Bo, H., Cartlidge, J., Zhang, L. & Ge, Y., 29 Apr 2025, Agents and Artificial Intelligence: 16th International Conference, ICAART 2024, Rome, Italy, February 24–26, 2024, Revised Selected Papers, Part II. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Springer, Vol. 2. p. 83-102 20 p. (Lecture Notes in Computer Science; vol. 15592 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

    Open Access
    File
    12 Downloads (Pure)

  • Towards deployment-centric multimodal AI beyond vision and language

    Liu, X., Zhang, J., Zhou, S., van der Plas, T. L., Vijayaraghavan, A., Grishina, A., Zhuang, M., Schofield, D., Tomlinson, C., Wang, Y., Li, R., van Zeeland, L., Tabakhi, S., Demeocq, C., Li, X., Das, A., Timmerman, O., Baldwin-McDonald, T., Wu, J. & Bai, P. & 28 others, Sahili, Z. A., Alwazzan, O., Do, T. N., Suvon, M. N. I., Wang, A., Cipolina-Kun, L., Moretti, L. A., Farndale, L., Jain, N., Efremova, N., Ge, Y., Varela, M., Lam, H.-K., Celiktutan, O., Evans, B. R., Coca-Castro, A., Wu, H., Abdallah, Z. S., Chen, C., Danchev, V., Tkachenko, N., Lu, L., Zhu, T., Slabaugh, G. G., Moore, R. K., Cheung, W. K., Charlton, P. H. & Lu, H., 21 Oct 2025, In: Nature Machine Intelligence. 7, 10, p. 1612–1624 13 p.

    Research output: Contribution to journal › Article (Academic Journal) › peer-review

    Open Access
    File
    11 Downloads (Pure)

  • DGDNN: Decoupled Graph Diffusion Neural Network for Stock Movement Prediction

    You, Z., Shi, Z., Bo, H., Cartlidge, J. P., Zhang, L. & Ge, Y., 28 Feb 2024, 16th International Conference on Agents and Artificial Intelligence (ICAART). Rocha , A. P., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 2. p. 431-442 12 p. (International Conference on Agents and Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

    Open Access
    File
    5 Citations (Scopus)
    81 Downloads (Pure)
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