Benchang Zhu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)RLHF & Preference Learning (1)Training Efficiency & Optimization (1)

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Binbin Zheng (1)Xing Ma (1)Yiheng Liang (1)Jingqing Ruan (1)

Papers (1)

Apr 12, 2026

2w ago·also Fudan, Meituan, NJU

SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting

Stop uniformly distilling your LLMs: SCOPE selectively amplifies teacher guidance on incorrect trajectories and reinforces student uncertainty on correct ones, leading to significant gains in reasoning performance.

Binbin Zheng, Xing Ma, Yiheng Liang +6

Inference & Quantization RLHF & Preference Learning Training Efficiency & Optimization

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Benchang Zhu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)