Haoyang Liu

Haoyang Liu has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Bin Wang, Can Wang, Hande Dong.

2 papers in our library · 2026

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Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

Of its works in our library, with the number of works on each.

The most cited first (OpenAlex and our library).

Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective (2026 · 22 citations)
Policy optimization in RLVR often suffers from entropy collapse. Policy entropy falls quickly, rollouts become uniform, and group-relative advantages (as in GRPO) stop separating good responses from bad ones. Existing fixes such as Clip-Higher, Positive-Reweighting and Entropy-Aware Advantage are largely heuristic…
Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models (2026)
Large Reasoning Models often overthink, producing very long chains of thought that waste compute and can introduce errors.

11 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 22 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated 1 November 2026