Leyi Pan

Leyi Pan has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Efficient models & compression; often with Aiwei Liu, Lijie Wen, Bolin Ding.

2 papers in our library · 2025–2026

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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).

Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? (2025 · 11 citations)
Watermarking LLM outputs is promoted as a way to catch unauthorized knowledge distillation. It relies on "radioactivity": student models trained on watermarked teacher text inherit a detectable signal. This paper tests whether that signal survives a deliberate attacker. The authors propose three removal attacks:
d-TreeRPO: Towards More Reliable Policy Optimization for Diffusion Language Models (2026 · 3 citations)
Reinforcement learning for diffusion large language models (dLLMs) has two weak spots. Rewards are usually sparse outcome scores or unverified process signals, and per-token log-probabilities are approximated without accounting for the expectation over all possible decoding orders. d-TreeRPO addresses both. It…

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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 10 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated 1 November 2026