Jacob R. Stevens
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
5
Active years
2018–2022
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | DAC | Efficient ensembles of graph neural networks. | Amrit Nagarajan, Jacob R. Stevens, Anand Raghunathan |
| 2022 | IJCNN | AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models. | Amrit Nagarajan, Sanchari Sen, Jacob R. Stevens, Anand Raghunathan |
| 2021 | DAC | GNNerator: A Hardware/Software Framework for Accelerating Graph Neural Networks. | Jacob R. Stevens, Dipankar Das, Sasikanth Avancha, Bharat Kaul, Anand Raghunathan |
| 2021 | DAC | Softermax: Hardware/Software Co-Design of an Efficient Softmax for Transformers. | Jacob R. Stevens, Rangharajan Venkatesan, Steve Dai, Brucek Khailany, Anand Raghunathan |
| 2020 | DATE | Emerging Neural Workloads and Their Impact on Hardware. | David Brooks, Martin M. Frank, Tayfun Gokmen, Udit Gupta, Xiaobo Sharon Hu, Shubham Jain, Ann Franchesca Laguna, Michael T. Niemier, Ian O'Connor, Anand Raghunathan, Ashish Ranjan, Dayane Reis, Jacob R. Stevens, Carole-Jean Wu, Xunzhao Yin |
| 2019 | DAC | X-MANN: A Crossbar based Architecture for Memory Augmented Neural Networks. | Ashish Ranjan, Shubham Jain, Jacob R. Stevens, Dipankar Das, Bharat Kaul, Anand Raghunathan |
| 2019 | MICRO | Manna: An Accelerator for Memory-Augmented Neural Networks. | Jacob R. Stevens, Ashish Ranjan, Dipankar Das, Bharat Kaul, Anand Raghunathan |
| 2018 | DATE | ACCLIB: Accelerators as libraries. | Jacob R. Stevens, Yue Du, Vivek Kozhikkott, Anand Raghunathan |
| 2018 | ICCAD | AxBA: an approximate bus architecture framework. | Jacob R. Stevens, Ashish Ranjan, Anand Raghunathan |