Jianbo Dai

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (3) ICML (1)

Top co-authors

Zhijiang Guo (4) Yuhao Qing (2) Han Weng (2) Heming Cui (2) Yingjia Wan (2) Jianqiao Lu (2) Dong Huang (2) Wanru Zhao (1) Hongru Wang (1) Pengguang Chen (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Natural Language Processing (2) Application Areas (2) Learning Types (2) Computer Science (1) Deep Learning (1) Knowledge & Reasoning (1) Applications (1) Core Methods (1) Generation (1) Models (1) Optimization & Theory (1) Reasoning (1)

Keywords

large language model (3) execution time (2) code generation (2) memory usage (2) language model (1) process supervision (1) reasoning verification (1) step-level confidence (1) reasoning capability (1) execution profile feedback (1) iterative code revision (1) efficiency improvement (1) fine tuning (1) code optimization (1) answer selection (1) chain of thought (1) confidence score (1) code efficiency (1) verification model (1) execution efficiency (1)

Papers

EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning ICML 2025 AutoPSV: Automated Process-Supervised Verifier NeurIPS 2024 EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization NeurIPS 2024 MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs NeurIPS 2024