My Publications

Conferences

• Efficient Transformer Inference with Statically Structured Sparse Attention
  Design Automation Conference (DAC), 2023
  
  Steve Dai, Hasan Genc, Rangharajan Venkatesan, Brucek Khailany
• MoCA: Memory-Centric, Adaptive Execution for Multi-Tenant Deep Neural Networks
  International Symposium on High-Performance Computer Architecture (HPCA), 2023
  
  Seah Kim, Hasan Genc, Vadim Vadimovich Nikiforov, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao
• Exocompilation for Productive Programming of Hardware Accelerators
  Programming Language Design and Implementation (PLDI), 2022
  Yuka Ikarashi, Gilbert Louis Bernstein, Alex Reinking, Hasan Genc, Jonathan Ragan-Kelley
• A 16mm2 106.1 GOPS/W Heterogeneous RISC-V Multi-Core Multi-Accelerator SoC in Low-Power 22nm FinFET
  European Solid-State Circuits Conference (ESSCIRC), 2021
  
  Abraham Gonzalez, Jerry Zhao, Ben Korpan, Hasan Genc, Colin Schmidt, John Wright, Ayan Biswas, Alon Amid, Farhana Sheikh, Anton Sorokin, Sirisha Kale, Mani Yalamanchi, Ramya Yarlagadda, Mark Flannigan, Larry Abramowitz, Elad Alon, Yakun Sophia Shao, Krste Asanovic, Borivoje Nikolic
• Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration
  Design Automation Conference (DAC), 2021 (Best Paper Award)
  Hasan Genc, Seah Kim, Alon Amid, Ameer Haj-Ali, Vighnesh Iyer, Pranav Prakash, Jerry Zhao, Daniel Grubb, Harrison Liew, Howard Mao, Albert Ou, Colin Schmidt, Samuel Steffl, John Wright, Ion Stoica, Jonathan Ragan-Kelley, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao
• MAVBench: Micro Aerial Vehicle Benchmarking
  International Symposium on Microarchitectures (MICRO), 2018
  Hasan Genc*, Behzad Boroujerdian*, Srivatsan Krishnan, Wenzhi Cui, Aleksandra Faust, and Vijay Janapa Reddi

* Authors with equal contribution

Journals

• The Role of Compute in Autonomous Micro Aerial Vehicles: Optimizing for Mission Time and Energy Efficiency
  ACM Transactions on Computer Systems (TOCS), 2022
  Behzad Boroujerdian, Hasan Genc, Srivatsan Krishnan, Bardienus Pieter Duisterhof, Brian Plancher, Kayvan Mansoorshahi, Marcelino Almeida, Wenzhi Cui, Aleksandra Faust, Vijay Janapa Reddi
• Domain Specific Approximation for Object Detection
  IEEE Micro Special Issue: Approximate Computing, 2017
  Ting-Wu Chin, Chia-Lin Yu, Matthew Halpern, Hasan Genc, Shiao-Li Tsao, and Vijay Janapa Reddi
• Flying IoT: Toward Low-Power Vision in the Sky
  IEEE Micro Special Issue: Ultra-Low-Power Processors, 2017
  Hasan Genc, Yazhou Zhu, Ting-Wu Chin, Matthew Halpern, and Vijay Janapa Reddi

Preprints

• SPEED: Speculative Pipelined Execution for Efficient Decoding
  arXiv:2310.12072, 2023
  Coleman Hooper, Sehoon Kim, Hiva Mohammadzadeh, Hasan Genc, Kurt Keutzer, Amir Gholami, Sophia Shao
• Full Stack Optimization of Transformer Inference: a Survey
  arXiv:2302.14017, 2023
  Sehoon Kim, Coleman Hooper, Thanakul Wattanawong, Minwoo Kang, Ruohan Yan, Hasan Genc, Grace Dinh, Qijing Huang, Kurt Keutzer, Michael W. Mahoney, Yakun Sophia Shao, Amir Gholami
• ProTuner: Tuning Programs with Monte Carlo Tree Search
  arXiv:2005.13685, 2020
  Ameer Haj-Ali, Hasan Genc, Qijing Huang, William Moses, John Wawrzynek, Krste Asanović, Ion Stoica
• Gemmini: An Agile Systolic Array Generator Enabling Systematic Evaluations of Deep-Learning Architectures
  arXiv:1911.09925v2, 2019
  Hasan Genc*, Ameer Haj-Ali*, Vighnesh Iyer*, Alon Amid*, Howard Mao, John Wright, Colin Schmidt, Jerry Zhao, Albert Ou, Max Banister, Yakun Sophia Shao, Borivoje Nikolic, Ion Stoica, and Krste Asanovic

* Authors with equal contribution

Workshops

• Accelerating General-Purpose Linear Algebra on DNN Accelerators
  Workshop on Democratizing Domain-Specific Accelerators (WDDSA), 2022
  Alon Amid, Hasan Genc, Jerry Zhao, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao
• Gemmini: An Open-Source, Full-System DNN Accelerator Design and Evaluation Platform
  Open-Source Computer Architecture Research Workshop (OSCAR), 2022
  Hasan Genc, Seah Kim, Vadim Vadimovich Nikiforov, Simon Zirui Guo, Borivoje Nikolic, Krste Asanovic, Yakun Sophia Shao
• Memory-centric, Adaptive Execution for Multi-Tenant DNNs
  Architecture, Compiler, and System Support for Multi-model DNN Workloads Workshop (ACSMD), 2022
  Seah Kim, Hasan Genc, Vadim Vadimovich Nikiforov, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao
• Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration
  IBM IEEE CAS/EDS AI Compute Symposium, 2020
  Seah Kim, Hasan Genc
• Optimizing Sensor-Cloud Architectures for Real-time Autonomous Drone Operation
  Sensors to Cloud Architectures Workshop (SCAW), 2017
  Hasan Genc, Ting-Wu Chin, Matthew Halpern, Vijay Janapa Reddi