Minhua Lin

1. Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
   2024/10/22 by Minhua Lin, Lin, Minhua, Zhengzhang Chen +15 · 8 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting
2. Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
   2024/10/17 by Minhua Lin, Zhiwei Zhang, Lin, Minhua +11 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Stealing Training Graphs from Graph Neural Networks
   2024/11/17 by Minhua Lin, Lin, Minhua, Enyan Dai +9 · 1 citation
   Computer Science · #Advanced Graph Neural Networks
4. Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
   2025/11/04 by Zhiwei Zhang, Zhang, Zhiwei, Xiaomin Li +18 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
5. Position: Reasoning After Perception Means Reasoning Without Vision
   2025/07/21 by Hongcheng Gao, Gao, Hongcheng, Zihao Huang +23 · 3 citations
   Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Neurobiology of Language and Bilingualism