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← Authors

Ren-Biao Liu

3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

AAAI (2) ICML (1)

Top co-authors

Hui Sun (3) Ming Li (3) Chao-Zeng Ma (2) Xin-Ye Li (2) Anqi Li (2) Chaoding Yang (1) Jiang-Tian Xue (1)

Keywords

code generation (2) static analysis (1) algorithmic reasoning (1) algorithm implementation (1) machine learning algorithm (1) abstract syntax tree (1) api usage (1) candidate code selection (1) dynamic validation (1)

Papers

Dynamic-Static Synergistic Selection Method for Candidate Code Solutions with Generated Test Cases AAAI 2026 ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026 Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? ICML 2025