FY
Fangchen Yu
cs.AIcs.CLcs.LG
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
15 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
From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research2610.21767v1 · Yijia Mao, Song Dai, Tao Chen et al.2026 · 0 citationsarXiv
SciWalker: Synthesizing Scientific Coding Problems with Operator Graphs and Execution Feedback2609.30054v1 · Chenxi Li, Wenxuan Zeng, Yun Luo et al.2026 · 0 citationsarXiv
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning2608.14277v1 · Haonan He, Haodi Lei, Yun Luo et al.2026 · 0 citationsarXiv
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent2606.30616v2 · Lei Bai, Zongsheng Cao, Yang Chen et al.2026 · 0 citationsarXiv
Agents-K1: Towards Agent-native Knowledge Orchestration2606.13669v3 · Zongsheng Cao, Bihao Zhan, Jinxin Shi et al.2026 · 0 citationsarXiv
ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research2606.07591v5 · Wanghan Xu, Shuo Li, Tianlin Ye et al.2026 · 0 citationsarXiv
P1-VL: Bridging Visual Perception and Scientific Reasoning in Physics Olympiads2602.09443v1 · Yun Luo, Futing Wang, Qianjia Cheng 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
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows2512.16969v1 · Wanghan Xu, Yuhao Zhou, Yifan Zhou et al.2025 · 0 citationsarXiv
P1: Mastering Physics Olympiads with Reinforcement Learning2511.13612v1 · Jiacheng Chen, Qianjia Cheng, Fangchen Yu et al.2025 · 0 citationsarXiv
SCI-Verifier: Scientific Verifier with Thinking2509.24285v1 · Shenghe Zheng, Chenyu Huang, Fangchen Yu et al.2025 · 0 citationsarXiv
PhysicsMinions: Winning Gold Medals in the Latest Physics Olympiads with a Coevolutionary Multimodal Multi-Agent System2509.24855v1 · Fangchen Yu, Junchi Yao, Ziyi Wang et al.2025 · 0 citationsarXiv
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?2509.07894v4 · Fangchen Yu, Haiyuan Wan, Qianjia Cheng et al.2025 · 0 citationsarXiv
KAE: Kolmogorov-Arnold Auto-Encoder for Representation Learning2501.00420v1 · Fangchen Yu, Ruilizhen Hu, Yidong Lin et al.2024 · 0 citationsarXiv
Career total: 26 works. 15 are in this corpus.
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