Di, Shimin

1. Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks
   2023/08/14 by Zhili Wang, Wang, Zhili, Shimin Di +5 · 4 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
2. RemoteSAM: Towards Segment Anything for Earth Observation
   2025/05/23 by F. Liu, Yao, Liang, Delong Chen +14 · 11 citations
   Environmental Science · Engineering · #Methane Hydrates and Related Phenomena #Robotics and Sensor-Based Localization
3. Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding
   2021/04/22 by Shimin Di, Di, Shimin, Quanming Yao +5 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
4. RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow
   2025/07/25 by Liu Fan, Yao, Liang, Hongbo Lu +12 · 6 citations
   Computer Science · Engineering · #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization #Remote-Sensing Image Classification
5. Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks
   2023/12/17 by Wang, Jiachuan, Di, Shimin, Chen, Lei +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
6. Foam-Agent: Towards Automated Intelligent CFD Workflows
   2025/05/08 by Ling Yue, Nithin Somasekharan, Yue, Ling +8 · 6 citations
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Multiagent Systems (cs.MA) #Scientific Computing and Data Management #Topic Modeling
7. Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models
   2025/08/04 by Linan Yue, Yichao Du, Yue, Linan +19 · 13 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
8. UEMM-Air: Make Unmanned Aerial Vehicles Perform More Multi-modal Tasks
   2024/06/10 by Liang Yao, Yao, Liang, Fan Liu +10 · 1 citation
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Robotics and Sensor-Based Localization
9. Beyond path selection: Better LLMs for Scientific Information Extraction with MimicSFT and Relevance and Rule-induced(R²)GRPO
   2025/05/28 by Ran Li, Li, Ran, Shimin Di +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling