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Quazi Ishtiaque Mahmud | Lattice

Quazi Ishtiaque Mahmud

Iowa State University

Papers on Lattice

1

Total citations

0

Topics

2

Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)RLHF & Preference Learning (1)

Frequent co-authors

Nesreen K. Ahmed (1)Ali Jannesari (1)

Papers (1)

Jul 23, 2026

Jul 23, 2026·also Affiliation:

Multi-turn RL with Structural and Performance Aware Rewards for CUDA Kernel Generation

CudaPerf achieves up to 5X speedup in CUDA kernel generation by leveraging structural code-aware rewards that traditional methods overlook.

Quazi Ishtiaque Mahmud, Nesreen K. Ahmed, Ali Jannesari

Code Generation & Program Synthesis RLHF & Preference Learning