Runlin Lei

1. EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks
   2022/05/27 by Runlin Lei, Lei, Runlin, Zhen Wang +7 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
   2024/10/07 by Yuwei Hu, Runlin Lei, Hu, Yuwei +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
3. LLM-Based Multi-Agent Systems are Scalable Graph Generative Models
   2024/10/13 by Jiarui Ji, Ji, Jiarui, Runlin Lei +14 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
4. Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
   2024/05/26 by Runlin Lei, Lei, Runlin, Yuwei Hu +5 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Software Testing and Debugging Techniques