RM

Runmin Ma

cs.AIcs.CL

On Valency

published · living versions

W_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

5 papers in the corpus · 2025–2026

Sage-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

Agents-K1: Towards Agent-native Knowledge Orchestration2606.13669v3 · Zongsheng Cao, Bihao Zhan, Jinxin Shi et al.2026 · 0 citationsarXiv

InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery2602.08990v1 · Shiyang Feng, Runmin Ma, Xiangchao Yan et al.2026 · 0 citationsarXiv

SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence2512.22334v3 · Yiheng Wang, Yixin Chen, Shuo Li et al.2025 · 0 citationsarXiv

FlowSearch: Advancing deep research with dynamic structured knowledge flow2510.08521v2 · Yusong Hu, Runmin Ma, Yue Fan et al.2025 · 0 citationsarXiv

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

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