KC
Kaitao Chen
cs.AIcs.CLcs.CVPathologyArtificial IntelligenceBenchmarkingBrain NeoplasmsCost-Benefit AnalysisCryoultramicrotomyDecision Support Systems, Clinical
On Valency
published · living versionsW_ap69b7ug·v1 · currentpublished
Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition
with Wenjie Lou, Tianshuo Peng, Shiyang Feng, Shengji Tang +94
1 version
Preprints & journals
11 papers in the corpus · 2024–2026Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition2610.28578v1 · Wenjie Lou, Tianshuo Peng, Shiyang Feng et al.2026 · 0 citationsarXivon Valency
OmniPathoVQA: Benchmarking pathology vision-language models with Encyclopedia-scale knowledge.42431152 · Chen, Kaitao, Wei, Linda, Rui, Shaohao et al.2026 · 0 citationsMedical image analysis. 2026;113:104196
Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning2606.31599v1 · Kaitao Chen, Weiqian Zhao, Jiamin Wu et al.2026 · 0 citationsarXiv
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory2606.09365v4 · Haoran Sun, Wenjie Li, Yujie Zhang et al.2026 · 0 citationsarXiv
Diagnosing Knowledge Conflict in Multimodal Long-Chain Reasoning2602.14518v1 · Jing Tang, Kun Wang, Haolang Lu et al.2026 · 0 citationsarXiv
AI-augmented intraoperative decision-making workflows in diffuse midline glioma biopsy using cryosection pathology.41298469 · Yuan, Yifan, Yue, Qi, Wang, Yining et al.2025 · 0 citationsNature communications. 2025;16(1):11667
Think Twice to See More: Iterative Visual Reasoning in Medical VLMs2510.10052v1 · Kaitao Chen, Shaohao Rui, Yankai Jiang et al.2025 · 1 citationarXiv
AdaThink-Med: Optimizing Inference-Time Compute for Medical Reasoning via Uncertainty Quantification2509.24560v2 · Shaohao Rui, Kaitao Chen, Weijie Ma et al.2025 · 0 citationsarXiv
Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making2508.05996v2 · Kaitao Chen, Mianxin Liu, Daoming Zong et al.2025 · 0 citationsarXiv
Cost-effective instruction learning for pathology vision and language analysis.40537601 · Chen, Kaitao, Liu, Mianxin, Yan, Fang et al.2025 · 6 citationsNature computational science. 2025;5(7):524-533
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning2505.19213v1 · Shaohao Rui, Kaitao Chen, Weijie Ma et al.2025 · 0 citationsarXiv
Career total: 22 works. 11 are in this corpus.
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