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cs.DC2026
GTaP: A GPU-Resident Fork-Join Task-Parallel System with a Pragma-Based Interface
Yuki Maeda, Kenjiro Taura
Graphics Processing Units (GPUs) excel at regular data-parallel workloads. In contrast, many irregular workloads are naturally expressed using fork-join task parallelism, which is…
cs.CL2026
Steering at the Source: Style Modulation Heads for Robust Persona Control
Yoshihiro Izawa, Gouki Minegishi, Koshi Eguchi +2
Activation steering offers a computationally efficient mechanism for controlling Large Language Models (LLMs) without fine-tuning. While effectively controlling target traits (e.g.…