Medusa: A Scalable Interconnect for Many-Port DNN Accelerators and Wide DRAM Controller Interfaces. - Yongming Shen 001; Tianchu Ji; Michael Ferdman; Peter A. Milder (FPL, 2018)

Argus: An End-to-End Framework for Accelerating CNNs on FPGAs. - Yongming Shen 001; Tianchu Ji; Michael Ferdman; Peter A. Milder (IEEE Micro, 2019)

On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers. - Tianchu Ji; Shraddhan Jain; Michael Ferdman; Peter A. Milder; H. Andrew Schwartz; Niranjan Balasubramanian (ACL/IJCNLP (Findings), 2021)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Tianchu Ji; Ji-Ung Lee; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Pedro Henrique Martins; André F. T. Martins; Peter A. Milder; et al. (CoRR, 2022)

Efficient Methods for Natural Language Processing: A Survey. - Marcos V. Treviso; Ji-Ung Lee; Tianchu Ji; Betty van Aken; Qingqing Cao; Manuel R. Ciosici; Michael Hassid; Kenneth Heafield; Sara Hooker; Colin Raffel; Pedro Henrique Martins; André F. T. Martins; et al. (Trans. Assoc. Comput. Linguistics, 2023)