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cs.AI2026
WAQS: Weight Absorption for Quadratic Probing and Affine Steering
Ding Zhu, Mohammad Mahdi Khalili
Activation steering provides a lightweight alternative to fine-tuning for controlling large language model behavior. Existing methods, however, often face a trade-off between effic…
cs.LG2026
Self-Consuming Generative Models with Co-Evolving Human Preferences
Xiukun Wei, Tian Xie, Ding Zhu +1
Generative models are increasingly trained in self-consuming iterative loops, where users curate preferred samples from model-generated candidates and the curated samples are used…