Research

Publications

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1. Ahmad, S., & Elhamifar, E. Group Activity Recognition via Individual Action Relations. [Submitted to the International Conference on Computer Vision (ICCV) 2023]

2. Ahmad, S., El-Nasr, M. S., & Elhamifar, E. (2021, Oct). Hierarchical Dual Attention-based Recurrent Neural Networks for Individual and Group Activity Recognition in Games. In Proc. of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE), Vol. 17, No. 1, pp. 116-123. [pdf][link]

3. Partlan, N., Kleinman, E., Howe, J., Ahmad, S., Marsella, S., & Seif El-Nasr, M. (2021, Aug). Design-Driven Requirements for Computationally Co-Creative Game AI Design Tools. In Proc. of the 16th International Conference on the Foundations of Digital Games (FDG), pp. 1-12. [pdf][link]

4. Morshed, M.S., Ahmad, S., & Noor-E-Alam, M. Stochastic Steepest Descent Methods for Linear Systems: Greedy Sampling & Momentum. arXiv preprint arXiv:2012.13087. [pdf][link]

5. Kleinman, E., Ahmad, S., Bryant, A., Teng, Z., Nguyen, T. H. D., & Seif El-Nasr, M. (2020, Sep). "And then they died": Using Action Sequences for Data Driven, Context Aware Gameplay Analysis. In Proc. of the 15th International Conference on the Foundations of Digital Games (FDG), pp. 1-12. [pdf][link]

6. Ahmad, S., Bryant, A., Kleinman, E., Teng, Z., Nguyen, T. H. D., & Seif El-Nasr, M. (2019, October). Modeling Individual and Team Behavior through Spatio-temporal Analysis. In Proceedings of the Annual Symposium on Computer-Human Interaction in Play, pp. 601-612. ACM. [pdf][link]

7. Ahmad, S., Kamal, R., Ali, M.E., Qi, J., Scheuermann, P., Tanin, E. (2017, September) The Flexible Group Spatial Keyword Query. In 2017 Australasian Database Conference, pp. 3-16. Springer, Cham. [pdf][link]