7 citations · 11 across the 11 of their papers we have counts for
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cs.LG2025
Enhancing Transformer with GNN Structural Knowledge via Distillation: A Novel Approach
Zhihua Duan, Jialin Wang
Integrating the structural inductive biases of Graph Neural Networks (GNNs) with the global contextual modeling capabilities of Transformers represents a pivotal challenge in graph…
cs.SE2025
Empirical Research on Utilizing LLM-based Agents for Automated Bug Fixing via LangGraph
Jialin Wang, Zhihua Duan
This paper presents a novel framework for automated code generation and debugging, designed to improve accuracy, efficiency, and scalability in software development. The proposed s…
cs.AI2025
Prompt-Based Monte Carlo Tree Search for Mitigating Hallucinations in Large Models
Zhihua Duan, Jialin Wang
With the rapid development of large models in the field of artificial intelligence, how to enhance their application capabilities in handling complex problems in the field of scien…