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20232025
most citedBeyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

2 citations · 2 across the 6 of their papers we have counts for

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cs.LG2025

Physics-informed Attention-enhanced Fourier Neural Operator for Solar Magnetic Field Extrapolations

Jinghao Cao, Qin Li, Mengnan Du +2

We propose Physics-informed Attention-enhanced Fourier Neural Operator (PIANO) to solve the Nonlinear Force-Free Field (NLFFF) problem in solar physics. Unlike conventional approac…

cs.CL2025

SAE-SSV: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models

Zirui He, Mingyu Jin, Bo Shen +3

Large language models (LLMs) have demonstrated impressive capabilities in natural language understanding and generation, but controlling their behavior reliably remains challenging…