Sining Zhoubian

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Natural Language Processing (1)Reasoning & Chain-of-Thought (1)Scalable Oversight & Alignment Theory (1)

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Xuanming Zhang (1)Yuxuan Chen (1)Tianyi Tang (1)An Yang (1)

Papers (1)

Jun 20, 2026

DAMO3w ago·also Tsinghua AI, B and

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

Bypassing final-layer perturbations can significantly enhance reasoning capabilities in aligned LLMs, achieving better performance with zero memory overhead.

Xuanming Zhang, Sining Zhoubian, Yuxuan Chen +8

Natural Language Processing Reasoning & Chain-of-Thought Scalable Oversight & Alignment Theory

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Sining Zhoubian

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)