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Showing papers from Qiuzhen College, Tsinghua University Show all papers

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NeurIPS 2026TsinghuaSouthern University of Science aQiuzhen College, TsinghuaDepartment of Automation, TsinghTsinghuaRL for LLMs

Boosting LLM Reasoning via Human-Inspired Reward Shaping

T2T dynamically rewards exploration on failed reasoning attempts and brevity on correct ones, significantly boosting LLM math reasoning over GRPO.

Wenze Lin, Zhen Yang, Xitai Jiang, Xiaoteng Ma and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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medium 7/10
strict 0/5
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NeurIPS 2026OralQiuzhen College, TsinghuaTsinghuaCausal inference

Impossibility of Distribution-Free Predictive Inference for Individual Treatment Effects

Distribution-free predictive inference for individual treatment effects with continuous covariates requires trivial infinite-length prediction sets.

Chongguang Tao, Zheng Zhou, Yuhong Yang

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 2/5
medium 5/10
strict 4/5