Sophia Shao

Assistant Professor, EECS, University of California, Berkeley

Joined

April 2022

Names

Sophia Shao (Preferred)

Emails

****@berkeley.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Assistant Professor

EECS, University of California, Berkeley (berkeley.edu)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Multipole Attention for Efficient Long Context Reasoning
Coleman Richard Charles Hooper, Sebastian Zhao, Luca Manolache, Sehoon Kim, Michael W. Mahoney, Sophia Shao, Kurt Keutzer, Amir Gholami
- NeurIPS 2025 poster
- Readers: Everyone
hdl2v: A Code Translation Dataset for Enhanced LLM Verilog Generation
Charles Hong, Brendan Roberts, Huijae An, Alex Um, Advay Ratan, Sophia Shao
- MLArchSys 2025 Oral
- Readers: Everyone
Autocomp: LLM-Driven Code Optimization for Tensor Accelerators
Charles Hong, Sahil Bhatia, Alvin Cheung, Sophia Shao
- MLArchSys 2025 Oral
- Readers: Everyone
ETS: Efficient Tree Search for Inference-Time Scaling
Coleman Hooper, Sehoon Kim, Suhong Moon, Kerem Dilmen, Monishwaran Maheswaran, Nicholas Lee, Michael W. Mahoney, Yakun Sophia Shao, Kurt Keutzer, Amir Gholami
- CoRR 2025
- Readers: Everyone
Virgo: Cluster-level Matrix Unit Integration in GPUs for Scalability and Energy Efficiency
Hansung Kim, Ruohan Richard Yan, Joshua You, Tieliang Vamber Yang, Yakun Sophia Shao
- ASPLOS (2) 2025
- Readers: Everyone
SuperNoVA: Algorithm-Hardware Co-Design for Resource-Aware SLAM
Seah Kim, Roger Hsiao, Borivoje Nikolic, James Demmel, Yakun Sophia Shao
- ASPLOS (1) 2025
- Readers: Everyone
AuRORA: A Full-Stack Solution for Scalable and Virtualized Accelerator Integration
Seah Kim, Jerry Zhao, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao
- IEEE Micro 2024
- Readers: Everyone
DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets
Xiaoyu Huang, Yufeng Chi, Ruofeng Wang, Zhongyu Li, Xue Bin Peng, Sophia Shao, Borivoje Nikolic, Koushil Sreenath
- CoRL 2024
- Readers: Everyone
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
Coleman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh, Michael W. Mahoney, Sophia Shao, Kurt Keutzer, Amir Gholami
- NeurIPS 2024 poster
- Readers: Everyone
DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets
Xiaoyu Huang, Yufeng Chi, Ruofeng Wang, Zhongyu Li, Xue Bin Peng, Yakun Sophia Shao, Borivoje Nikolic, Koushil Sreenath
- CoRL 2024
- Readers: Everyone

View all 68 publications

Co-Authors

View all 157 co-authors