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researcher

Lucy Liao

2 papers hereh-index 2238 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.IR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

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

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IR2025

Request-Only Optimization for Recommendation Systems

Liang Guo, Wei Li, Lucy Liao +25

Deep Learning Recommendation Models (DLRMs) represent one of the largest machine learning applications on the planet. Industry-scale DLRMs are trained with petabytes of recommendat…

cs.LG2024★ 5 cited

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

Jiaqi Zhai, Lucy Liao, Xing Liu +9

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 dail…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.