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Shenghua Liu

32 papers hereh-index 13489 citations38 works total

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

author position
  • middle author25
  • last author5

Across the 30 of 32 papers where every author was matched, so the position is known.

fields
  • cs.CL20
  • cs.AI6
  • cs.CV3
  • cs.SD2
  • cs.LG1
same name
  • Shenghua Liu — 9 papers, h 22
  • Shenghua Liu — 5 papers, h 6
  • Shenghua Liu — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedA Survey of Context Engineering for Large Language Models

13 citations · 29 across the 31 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

SAW: Stage-Aware Dynamic Weighting for Multi-Objective Reinforcement Learning in Large Language Models

Yuchen He, Baolong Bi, Shenghua Liu +7

Although multi-objective reinforcement learning (MORL) is central to aligning large language models with complex human preferences, the prevailing practice of static weighted summa…

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