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cs.LG2026
Beyond Forgetting: Representation Misdirection Elicits Controllable Side Behaviors and Capabilities
Tien Dang, The-Hai Nguyen, Dinh Mai Phuong +5
We consider Representation Misdirection (RM), a class of large language model (LLM) unlearning methods that achieve forgetting by redirecting the latent representations of forget-s…
cs.LG2025★ 1 cited
Detecting and Rectifying Noisy Labels: A Similarity-based Approach
Dang Huu-Tien, Minh-Phuong Nguyen, Naoya Inoue
Label noise in datasets could significantly damage the performance and robustness of deep neural networks (DNNs) trained on these datasets. As the size of modern DNNs grows, there…