ZK

Zhizhuo Kou

0009-0006-4309-2330

cs.LGcs.AIcs.CLcs.CVcs.CEq-fin.PMq-fin.PRq-fin.ST

On Valency

published · living versions

W_mafgvj96·v1 · currentpublished

Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Models

with Sizai Hou, Long Chen, Jian Yang, Junyu Luo +4

1 version

W_a5edfju7·v1published

Answering in the User's Variety: Calibrated Accommodation Pairs for Post-Training

Preprints & journals

9 papers in the corpus · 2023–2026

Inherited, Not Invented: Tracing the Provenance of Wait in Reasoning Models2610.30882v1 · Zhizhuo Kou, Sizai Hou, Long Chen et al.2026 · 0 citationsarXivon Valency

Answering in the User's Variety: Calibrated Accommodation Pairs for Post-Training2610.28474v1 · Zhizhuo Kou, Heming Li, Jian Yang et al.2026 · 0 citationsarXivon Valency

Entertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literally2610.21204v1 · Zhizhuo Kou, Jian Yang, Pengfei Hao et al.2026 · 0 citationsarXiv

MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark2601.04643v2 · Cui Yakun, Yanting Zhang, Zhu Lei et al.2026 · 0 citationsarXiv

Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation2507.07621v1 · Junyu Luo, Yuhao Tang, Yiwei Fu et al.2025 · 1 citationarXiv

Surgery-R1: Advancing Surgical-VQLA with Reasoning Multimodal Large Language Model via Reinforcement Learning2506.19469v1 · Pengfei Hao, Shuaibo Li, Hongqiu Wang et al.2025 · 0 citationsarXiv

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation2505.24714v1 · Junyu Luo, Zhizhuo Kou, Liming Yang et al.2025 · 11 citationsarXiv

Automate Strategy Finding with LLM in Quant Investment2409.06289v4 · Zhizhuo Kou, Holam Yu, Junyu Luo et al.2024 · 10 citationsarXiv

Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey2308.04947v1 · Liping Wang, Jiawei Li, Lifan Zhao et al.2023 · 7 citationsarXiv

Career total: at least 16 works. 9 are in this corpus.

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