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cs.SE2025
TritonRL: Training LLMs to Think and Code Triton Without Cheating
Jiin Woo, Shaowei Zhu, Allen Nie +3
The rapid evolution of Large Language Models (LLMs) has driven a growing demand for automated, high-performance system kernels to accelerate machine learning workloads. We introduc…
cs.LG2025
Large Language Model-Enhanced Reinforcement Learning for Diverse and Novel Recommendations
Jiin Woo, Alireza Bagheri Garakani, Tianchen Zhou +2
In recommendation systems, diversity and novelty are essential for capturing varied user preferences and encouraging exploration, yet many systems prioritize click relevance. While…