QL

Qihan Lin

cs.CLcs.AI

On Valency

published · living versions

W_s3knahgg·v1 · currentpublished

AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments

with Rui Wang, Zishen Lai, Jiayu Liu, Cheng Qian +13

1 version

Preprints & journals

5 papers in the corpus · 2025–2026

AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments2610.25950v1 · Rui Wang, Zishen Lai, Jiayu Liu et al.2026 · 0 citationsarXivon Valency

OmniEdu: Open Foundation Models for Learning and Teaching2609.23088v1 · Hao Liang, Qihan Lin, Meiyi Qiang et al.2026 · 0 citationsarXiv

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems2606.22388v1 · Jiayu Liu, Qihan Lin, Cheng Qian et al.2026 · 0 citationsarXiv

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs2605.09635v4 · Hao Liang, Qihan Lin, Mingrui Chen et al.2026 · 0 citationsarXiv

Rethinking Prospect Theory for LLMs: Revealing the Instability of Decision-Making under Epistemic Uncertainty2508.08992v5 · Rui Wang, Qihan Lin, Jiayu Liu et al.2025 · 0 citationsarXiv

Career total: 5 works. 5 are in this corpus.

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