SP

Shuchen Pu

0009-0009-2926-1371

cond-mat.mtrl-scics.AIcs.CEcs.CLphysics.comp-ph

On Valency

published · living versions

W_r2rvndm2·v1 · currentpublished

Asymmetric Looped Transformers: Fixed Global Representations for an Iterative Decoder

with Cheng Liang, Tengfei Zhang, Wenjie DU, Jianyu Wu +4

1 version

W_ap69b7ug·v1published

Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition

Preprints & journals

5 papers in the corpus · 2025–2026

Asymmetric Looped Transformers: Fixed Global Representations for an Iterative Decoder2610.28489v1 · Cheng Liang, Tengfei Zhang, Wenjie DU et al.2026 · 0 citationsarXivon Valency

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

X2SBench: an open benchmark for evaluating crystal structure determination from powder diffraction2609.29751v2 · Zhiyuan Gao, Juncheng Xiao, Shuchen Pu et al.2026 · 0 citationsarXiv

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark2606.18648v3 · Yigeng Jiang, Tengchao Yang, Taoyong Cui et al.2026 · 0 citationsarXiv

Chem-R: Learning to Reason as a Chemist2510.16880v2 · Weida Wang, Benteng Chen, Di Zhang et al.2025 · 0 citationsarXiv

Career total: 6 works. 5 are in this corpus.

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