QZ

Qingcheng Zeng

cs.CLcs.AIcs.IRcs.LG

On Valency

published · living versions

W_zbunfz7y·v1 · currentpublished

Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work

with Wenhui Chen, Shiwen Cheng, Hao Dong, Chenda Duan +38

1 version

Preprints & journals

11 papers in the corpus · 2025–2026

RealControlBench: A Benchmark for Interpretability-Informed Fine-Grained Control of LLMs and Agents2610.27295v1 · Xinying Cai, Bin Hu, Mingyu Jin et al.2026 · 0 citationsarXiv

OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software2609.39903v1 · Dingyuan Dai, Heli Qi, Lei Liu et al.2026 · 0 citationsarXiv

Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work2609.11977v1 · Wenhui Chen, Shiwen Cheng, Hao Dong et al.2026 · 0 citationsarXivon Valency

Finding the Right Tables and Columns: A Benchmark and Corpus-Adaptive Embeddings for SQL Schema Retrieval2607.13311v1 · Qingcheng Zeng, Puxuan Yu, Aman Mehta et al.2026 · 0 citationsarXiv

Beyond Monolingual Deep Research: Evaluating Agents and Retrievers with Cross-Lingual BrowseComp-Plus2606.15345v2 · Yuheng Lu, Qingcheng Zeng, Heli Qi et al.2026 · 0 citationsarXiv

Dual-View Training for Instruction-Following Information Retrieval2604.18845v1 · Qingcheng Zeng, Puxuan Yu, Aman Mehta et al.2026 · 0 citationsarXiv

Farther the Shift, Sparser the Representation: Analyzing OOD Mechanisms in LLMs2603.03415v3 · Mingyu Jin, Yutong Yin, Jingcheng Niu et al.2026 · 0 citationsarXiv

RAPTOR: Ridge-Adaptive Logistic Probes2602.00158v3 · Ziqi Gao, Yaotian Zhu, Qingcheng Zeng et al.2026 · 0 citationsarXiv

NOVA: NOise-aware Verbal Confidence CAlibration for Robust Large Language Models in RAG Systems2601.11004v4 · Jiayu Liu, Rui Wang, Qing Zong et al.2026 · 0 citationsarXiv

Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards2509.21882v3 · Fang Wu, Aaron Tu, Weihao Xuan et al.2025 · 0 citationsarXiv

The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models2505.18497v3 · Kefan Yu, Qingcheng Zeng, Weihao Xuan et al.2025 · 2 citationsarXiv

Career total: 22 works. 11 are in this corpus.

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