Potential customer mining application of smart home products based on LightGBM PU learning and Spark ML algorithm practice. - Zhihua Duan; Jialin Wang (CoRR, 2020)

AutoTest: Evolutionary Code Solution Selection with Test Cases. - Zhihua Duan; Jialin Wang (CSCloud, 2024)

Multi-tool Integration Application for Math Reasoning Using Large Language Model. - Zhihua Duan; Jialin Wang (CoRR, 2024)

Implicit Sentiment Analysis Based on Chain of Thought Prompting. - Zhihua Duan; Jialin Wang (CoRR, 2024)

Enhancing Multi-Agent Consensus through Third-Party LLM Integration: Analyzing Uncertainty and Mitigating Hallucinations in Large Language Models. - Zhihua Duan; Jialin Wang (CoRR, 2024)

Exploration of LLM Multi-Agent Application Implementation Based on LangGraph+CrewAI. - Zhihua Duan; Jialin Wang (CoRR, 2024)

Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows. - Jialin Wang; Zhihua Duan (CoRR, 2024)

Agent AI with LangGraph: A Modular Framework for Enhancing Machine Translation Using Large Language Models. - Jialin Wang; Zhihua Duan (CoRR, 2024)

Prompt-Based Monte Carlo Tree Search for Mitigating Hallucinations in Large Models. - Zhihua Duan; Jialin Wang (CoRR, 2025)

Research on the Application of Spark Streaming Real-Time Data Analysis System and large language model Intelligent Agents. - Jialin Wang; Zhihua Duan (CoRR, 2025)

Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph. - Jialin Wang; Zhihua Duan (CoRR, 2025)

Enhancing Transformer with GNN Structural Knowledge via Distillation: A Novel Approach. - Zhihua Duan; Jialin Wang (CoRR, 2025)