Yakun Sophia Shao
University of California, Berkeley
H-index: 25
North America-United States
Top articles of Yakun Sophia Shao
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep neural network accelerator with fine-grained parallelism discovery | 2019/12/5 | ||
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization | arXiv preprint arXiv:2401.18079 | Coleman Hooper Sehoon Kim Hiva Mohammadzadeh Michael W Mahoney Yakun Sophia Shao | 2024/1/31 |
DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators | Charles Hong Qijing Huang Grace Dinh Mahesh Subedar Yakun Sophia Shao | 2023 | |
Cdpu: Co-designing compression and decompression processing units for hyperscale systems | Sagar Karandikar Aniruddha N Udipi Junsun Choi Joonho Whangbo Jerry Zhao | 2023/6/17 | |
RETROSPECTIVE: Aladdin: a Pre-RTL, Power-Performance Accelerator Simulator Enabling Large Design Space Exploration of Customized Architectures | Yakun Sophia Shao Brandon Reagen Gu-Yeon Wei David Brooks | 2023 | |
Full stack optimization of transformer inference: a survey | arXiv preprint arXiv:2302.14017 | Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan | 2023/2/27 |
Cost of Divergence in Ray Tracing: Performance Characterization on CPU and GPU | Hansung Kim Angie Wang Sizhuo Zhang Yakun Sophia Shao | 2023 | |
MoCA: Memory-centric, adaptive execution for multi-tenant deep neural networks | Seah Kim Hasan Genc Vadim Vadimovich Nikiforov Krste Asanović Borivoje Nikolić | 2023/2/25 | |
Scalable multi-die deep learning system | 2023/9/26 | ||
Enabling Scalable Heterogeneous Hardware Integration Co-simulation with Socket IPC | Ruohan Yan Zekai Lin Hansung Kim John Kubiatowicz Yakun Sophia Shao | 2023 | |
Code Transpilation for Hardware Accelerators | arXiv preprint arXiv:2308.06410 | Yuto Nishida Sahil Bhatia Shadaj Laddad Hasan Genc Yakun Sophia Shao | 2023/8/11 |
AuRORA: Virtualized Accelerator Orchestration for Multi-Tenant Workloads | Seah Kim Jerry Zhao Krste Asanović Borivoje Nikolić Yakun Sophia Shao | 2023 | |
Rosé: A hardware-software co-simulation infrastructure enabling pre-silicon full-stack robotics soc evaluation | Dima Nikiforov Shengjun Chris Dong Chengyi Lux Zhang Seah Kim Borivoje Nikolic | 2023/6/17 | |
Efficient Neural Network Accelerator Dataflows | 2022/3/10 | ||
Accelerating General-Purpose Linear Algebra on DNN Accelerators | Alon Amid Hasan Genc Jerry Zhao Krste Asanovic Borivoje Nikolic | 2022 | |
Learning A Continuous and Reconstructible Latent Space for Hardware Accelerator Design | Qijing Huang Charles Hong John Wawrzynek Mahesh Subedar Yakun Sophia Shao | 2022 | |
Efficient emotion recognition using hyperdimensional computing with combinatorial channel encoding and cellular automata | Brain informatics | Alisha Menon Anirudh Natarajan Reva Agashe Daniel Sun Melvin Aristio | 2022/12 |
Research infrastructures for hardware accelerators | Yakun Sophia Shao David Brooks | 2022/5/31 | |
CoSA: Scheduling by Constrained Optimization for Spatial Accelerators | Qijing Huang Minwoo Kang Grace Dinh Thomas Norell Aravind Kalaiah | 2021/6 | |
Simba: scaling deep-learning inference with chiplet-based architecture | Communications of the ACM | Yakun Sophia Shao Jason Cemons Rangharajan Venkatesan Brian Zimmer Matthew Fojtik | 2021/5/24 |
Co-Authors
