Scholar
Suvinay Subramanian
Google Scholar ID: 54KhKdEAAAAJ
Google
Citations & Impact
Citations
1,506
H-index
14
i10-index
19
Publications
20
Co-authors
18
list available
Publications
Cited
0
Resume (English only)
Academic Achievements
- ICML 2025 (to appear): "Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding"
- ISCA 2025 (to appear): "RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving"
- ICLR 2025 (Spotlight): "Effective Interplay between Sparsity and Quantization: From Theory to Practice"
- ICLR 2025: "The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws"
- Contributed to multiple high-impact publications on AI inference pipelines, sparsity, and quantization.
Miscellany
- Co-hosts the Computer Architecture Podcast with Lisa Hsu.
- Enjoys hiking, traveling, cooking, reading, word games, and diverse music genres.
- Passionate about Carnatic music; studies Carnatic vocal and the Mridangam (Indian percussion instrument).
- Actively supports South Indian arts through operational roles in Bay Area organizations like South India Fine Arts.
- Former member of MIT Ohms, a South Asian fusion a cappella group, performing in inter-collegiate competitions and local events.
