M.F. Lightstone

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (2)Natural Language Processing (1)Tool Use & Agents (1)Distributed Systems & Hardware (1)

Frequent co-authors

Zhifan Ye (2)Zihao Ye (2)Hanfeng Chen (2)Aditya Kane (2)

Papers (2)

Mar 25, 2026

Terry Chen +221w ago

AVO: Agentic Variation Operators for Autonomous Evolutionary Search

Autonomous coding agents can now outperform expert-engineered attention kernels on NVIDIA's latest Blackwell GPUs, discovering optimizations that eluded human experts.

Terry Chen, Zhifan Ye, Bing Xu +20

Code Generation & Program Synthesis Natural Language Processing Tool Use & Agents

Mar 19, 2026

Project Lead1w ago

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