Author

Guang-Hao Zhou

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#artificial intelligence Preprint Sep 2026

GUARD: Natural Forgetting in Large Reasoning Models via Guided Answer-Reasoning Distillation

Recent advances in large reasoning models (LRMs) have made machine unlearning more challenging, as protected facts or unsafe rationales may surface in intermediate chain-of-thought (CoT) traces before the final answer is produced. Existing unlearning objectives typically suppress the target content or redirect internal...

Ze-Yu Yan, Guang-Hao Zhou, Ming-Hui Qiu et al. · 0 citations

#artificial intelligence May 2026

Valley3: Scaling Omni Foundation Models for E-commerce

This work carefully design a four-stage omni e-commerce continued pre-training pipeline, through which Valley3 progressively acquires audio understanding, cross-modal instruction-following, e-commerce domain knowledge, and long-context reasoning capabilities, ultimately evolving into an omni model for diverse e-commerc...

Zeyu Chen, Guang-Hao Zhou, Qi-Xiang Yin et al. · arXiv.org · 1 citation