Publications

1. M. Treviso et al., “Efficient Methods for Natural Language Processing: A Survey,” Transactions of the Association for Computational Linguistics, vol. 11, pp. 826–860, Jul. 2023. [arXiv ver.]
2. T. Ji, S. Jain, M. Ferdman, P. Milder, H. A. Schwartz, and N. Balasubramanian, “On the Distribution and Sparsity of Attention within Transformers”, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, Aug. 2021. [arXiv ver.]
3. Y. Shen, T. Ji, M. Ferdman, and P. Milder, “Argus: An End-to-End Framework for Accelerating CNNs on FPGAs”, IEEE Micro, vol. 39, no. 5, pp. 17-25, Sep. 2019, doi: 10.1109/MM.2019.2930607.
4. Y. Shen, T. Ji, M. Ferdman, and P. Milder, “Medusa: A Scalable Interconnect for Many-Port DNN Accelerators and Wide DRAM Controller Interfaces”, in 2018 28th International Conference on Field Programmable Logic and Applications (FPL), Aug. 2018, pp. 101-1014, doi: 10.1109/FPL.2018.00026. [arXiv ver.]