Guinan Su

Max Planck Institute for Intelligent Systems, AI Center Tübingen

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Inference & Quantization (1)Reasoning & Chain-of-Thought (1)

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Johannes Zenn (1)Mrinmaya Sachan (1)Jonas Geiping (1)

Papers (1)

Apr 22, 2026

3d ago·also ETH, AI Center Tübingen, ELLIS, Tübingen

Efficient Test-Time Inference via Deterministic Exploration of Truncated Decoding Trees

Deterministic decoding can outperform stochastic self-consistency in constrained domains by systematically exploring high-probability reasoning traces, leading to better performance with less computation.

Johannes Zenn, Guinan Su, Mrinmaya Sachan +1

Code Generation & Program Synthesis Inference & Quantization Reasoning & Chain-of-Thought

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Guinan Su

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)