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Yucheng Shi — most-cited papers & profile · AI for Code
← authors
·
overview
Yucheng Shi
22
papers ·
67
citations ·
14
h-index
Zhengzhou University · Zhengzhou University of Science and Technology · Songshan Lake Materials Laboratory · Guangdong Ocean University · Wuhan Institute of Technology
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Most-cited papers
MKRAG: Medical Knowledge Retrieval Augmented Generation For Medical Question Answering
2023 · 45 citations
Leveraging Large Language Models With Chain-of-thought And Prompt Engineering For Traffic Crash Severity Analysis And Inference
2024 · 21 citations
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations
2023 · 1 citations
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable
2026
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
2026
MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment
2025
TRON: Targeted Rule-Verifiable Online Environments for Visual Reasoning RL
2026
Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning
2026
Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis
2026
MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information
2025
Correctness Learning: Deductive Verification Guided Learning for Human-AI Collaboration
2025
UCB-driven Utility Function Search for Multi-objective Reinforcement Learning
2024
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
2024
Top co-authors
Junyao Yang
· 3
Ruhan Wang
· 3
Zhongzhi Li
· 3
Zongxia Li
· 3
Haitao Mi
· 2
Kishan Panaganti
· 2
Leoweiliang
· 2
Yue Yu
· 2
Anhao Li
· 1
Dongruo Zhou
· 1
Haotao Mi
· 1
Leowei Liang
· 1
Topics
Evaluation
Planning
Multi-Agent
cs.AI
Code Agents
RAG
Benchmarks
Model-Based RL
Exploration
Tool Use