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researcher

Xinnian Liang

18 papers hereh-index 13933 citations31 works total

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

author position
  • first author7
  • middle author9

Across the 16 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CL17
  • cs.LG1
same name
  • Xinnian Liang — 5 papers, h 3

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
20202025
most citedMAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL

8 citations · 21 across the 18 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Chenwei Lou, Zewei Sun, Xinnian Liang +6

Large Language Models (LLMs) have demonstrated remarkable capabilities but often face challenges with tasks requiring sophisticated reasoning. While Chain-of-Thought (CoT) promptin…

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