Lin Lee Cheong

Lin Lee Cheong has 2 papers in our library, in 2026; often with Zhichao Xu, Kang Zhou, Kiran Ramnath.

2 papers in our library · 2026

The profile is the library's match of the name; two people with one name are not always told apart.

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).

Reinforcement Learning for Self-Improving Agent with Skill Library (2026 · 8 citations)
Agents built on LLMs and trained with RL often stay tied to their training scenarios. They struggle to turn experience gathered after deployment into better performance on later tasks. Skill libraries, where agents store reusable routines, can help, but current versions rely on hand-written prompts and so depend on…
Learning to Ideate for Machine Learning Engineering Agents (2026 · 2 citations)
Agents for machine learning engineering (MLE) often stop once they have one working solution and do not keep refining it.

8 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 28 times (of the 149,439 papers whose bibliographies we read); 4 citing papers with a page here →.

Updated 31 October 2026