Siva Kumar Sastry Hari

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (2)Inference & Quantization (1)Training Efficiency & Optimization (1)Code Generation & Program Synthesis (1)

Frequent co-authors

Sana Damani (2)Jingquan Wang (2)Qijing Huang (1)Zhifan Ye (1)

Papers (2)

Jun 24, 2026

Qijing Huang +92w ago

SOLAR: AI-Powered Speed-of-Light Performance Analysis

SOLAR achieves zero observed violations in Speed-of-Light performance analysis, transforming how we approach deep learning optimizations.

Qijing Huang, Sana Damani, Zhifan Ye +7

Distributed Systems & Hardware Inference & Quantization Training Efficiency & Optimization

Mar 19, 2026

Project LeadMar 19, 2026

SOL-ExecBench: Speed-of-Light Benchmarking for Real-World GPU Kernels Against Hardware Limits

Agentic AI systems are still far from maximizing hardware potential: SOL-ExecBench reveals a significant gap between current GPU kernel performance and analytically derived Speed-of-Light bounds across a wide range of AI models.

Edward Lin, Sahil Modi, Siva Kumar Sastry Hari +37

Code Generation & Program Synthesis Distributed Systems & Hardware Eval Frameworks & Benchmarks

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Siva Kumar Sastry Hari

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)