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Jiayuan He

3 accepted papers

2025

Improving Multi-Position Training Performance on Reducing Limb Condition Effect in Wrist Myoelectric Control

RA-L 2025

Compared to the forearm, the wrist is suitable for the combination of myoelectric control with the popular wearable devices, enabling human machine interaction in an intuitive and effortless way. The change of limb condition is a common disturbance degrading the performance of wrist myoelectric cont

Cited by 2SourceScholar
2024

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

ICML 2024poster

Large-scale recommendation systems are characterized by their reliance on high cardinality, heterogeneous features and the need to handle tens of billions of user actions on a daily basis. Despite being trained on huge volume of data with thousands of features, most Deep Learning Recommendation Mode…

2024

Principles from Clinical Research for NLP Model Generalization

NAACL 2024long

The NLP community typically relies on performance of a model on a held-out test set to assess generalization. Performance drops observed in datasets outside of official test sets are generally attributed to “out-of-distribution” effects. Here, we explore the foundations of generalizability and study…

Cited by 0SourcePDFScholar