Gemmini: Enabling systematic deep-learning architecture evaluation via full-stack integration H Genc, S Kim, A Amid, A Haj-Ali, V Iyer, P Prakash, J Zhao, D Grubb, ... 2021 58th ACM/IEEE Design Automation Conference (DAC), 769-774, 2021 | 316* | 2021 |
Mavbench: Micro aerial vehicle benchmarking B Boroujerdian, H Genc, S Krishnan, W Cui, A Faust, V Reddi 2018 51st annual IEEE/ACM international symposium on microarchitecture …, 2018 | 94 | 2018 |
Flying iot: Toward low-power vision in the sky H Genc, Y Zu, TW Chin, M Halpern, VJ Reddi IEEE micro 37 (6), 40-51, 2017 | 60 | 2017 |
Full stack optimization of transformer inference: a survey S Kim, C Hooper, T Wattanawong, M Kang, R Yan, H Genc, G Dinh, ... arXiv preprint arXiv:2302.14017, 2023 | 58 | 2023 |
Exocompilation for productive programming of hardware accelerators Y Ikarashi, GL Bernstein, A Reinking, H Genc, J Ragan-Kelley Proceedings of the 43rd ACM SIGPLAN International Conference on Programming …, 2022 | 37 | 2022 |
MoCA: Memory-centric, adaptive execution for multi-tenant deep neural networks S Kim, H Genc, VV Nikiforov, K Asanović, B Nikolić, YS Shao 2023 IEEE International Symposium on High-Performance Computer Architecture …, 2023 | 22 | 2023 |
Protuner: tuning programs with monte carlo tree search A Haj-Ali, H Genc, Q Huang, W Moses, J Wawrzynek, K Asanović, I Stoica arXiv preprint arXiv:2005.13685, 2020 | 17 | 2020 |
Domain-specific approximation for object detection TW Chin, CL Yu, M Halpern, H Genc, SL Tsao, VJ Reddi IEEE Micro 38 (1), 31-40, 2018 | 16 | 2018 |
A 16mm2 106.1 GOPS/W Heterogeneous RISC-V Multi-Core Multi-Accelerator SoC in Low-Power 22nm FinFET A Gonzalez, J Zhao, B Korpan, H Genc, C Schmidt, J Wright, A Biswas, ... ESSCIRC 2021-IEEE 47th European Solid State Circuits Conference (ESSCIRC …, 2021 | 14 | 2021 |
Speed: Speculative pipelined execution for efficient decoding C Hooper, S Kim, H Mohammadzadeh, H Genc, K Keutzer, A Gholami, ... arXiv preprint arXiv:2310.12072, 2023 | 12 | 2023 |
The role of compute in autonomous micro aerial vehicles: Optimizing for mission time and energy efficiency B Boroujerdian, H Genc, S Krishnan, BP Duisterhof, B Plancher, ... ACM Transactions on Computer Systems (TOCS) 39 (1-4), 1-44, 2022 | 9 | 2022 |
Why compute matters for UAV energy efficiency? B Boroujerdian, H Genc, S Krishnan, A Faust, VJ Reddi | 6 | 2018 |
Yakun Sophia Shao, and Amir Gholami. 2023. Full Stack Optimization of Transformer Inference: a Survey S Kim, C Hooper, T Wattanawong, M Kang, R Yan, H Genc, G Dinh, ... arXiv preprint arXiv:2302.14017, 2023 | 5 | 2023 |
Optimizing sensor-cloud architectures for real-time autonomous drone operation H Genc, TW Chin, M Halpern, VJ Reddi Sensors to Cloud Architectures Workshop (SCAW), 2017 | 5 | 2017 |
The role of compute in autonomous aerial vehicles B Boroujerdian, H Genc, S Krishnan, BP Duisterhof, B Plancher, ... arXiv preprint arXiv:1906.10513, 2019 | 4 | 2019 |
Efficient transformer inference with statically structured sparse attention S Dai, H Genc, R Venkatesan, B Khailany 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 3 | 2023 |
Enabling Full-Stack DNN Accelerator Design and Evaluation on Synthesizable Hardware H Genc | | 2024 |
Code Transpilation for Hardware Accelerators Y Nishida, S Bhatia, S Laddad, H Genc, YS Shao, A Cheung arXiv preprint arXiv:2308.06410, 2023 | | 2023 |
Accelerating General-Purpose Linear Algebra on DNN Accelerators A Amid, H Genc, J Zhao, K Asanovic, B Nikolic, YS Shao | | |