Ren-Biao Liu
3 papers · 2025–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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The Questioner
(2)
Top co-authors
Research topics
Keywords
code generation
(3)
static analysis
(1)
algorithmic reasoning
(1)
algorithm implementation
(1)
machine learning algorithm
(1)
abstract syntax tree
(1)
api usage
(1)
performance improvement
(1)
large language model
(1)
reasoning step
(1)
dataset synthesis
(1)
candidate code selection
(1)
dynamic validation
(1)
chain-of-thoughts
(1)
Papers
ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls
AAAI 2026
Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases
AAAI 2026
Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding?
ICML 2025