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Author

Junlin Yang

3 papers indexed here

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Preprint Oct 2026

HandsOn: A Large-Scale Simulation Benchmark for Generalizable Dexterous Manipulation

General-purpose manipulation requires reliable behavior across embodiments, objects, and task demands. We introduce HandsOn, a composable simulation platform and benchmark for cross-embodiment dexterous manipulation. It supports five robotic arms, six dexterous hands, and approximately 200 rigid, articulated, and defor...

Tian-Yuan Luo, Yi-Ming He, Hong-Jin Wu et al. · 1 citation · ⚡1
Jul 2026

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

OpenMLE is introduced, an open full-stack system for RSI research in MLE, spanning verifiable task environments with execution feedback, operator learning, and long-horizon search (OpenMLE-Evo) and enabling reproducible research on executable AI4AI toward RSI.

Junlin Yang, Che Jiang, Yu Fu et al. · 7 citations
Jul 2026

Dual Selective Pressure and Intelligent Screening of Mutagenized Bacillus subtilis for Enhanced Riboflavin Production.

An integrated strategy combining dual selective pressure, optimized microplate fermentation, and stepwise high-throughput screening to accelerate the isolation of riboflavin-overproducing Bacillus subtilis mutants is developed.

Fangyu Zhang, Guang-Qing Du, Miaomiao Xia et al. · 0 citations

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