Shimin Di

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 · 3 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. RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow
   2025/07/25 by Yao, Liang, Liu Fan, Hongbo Lu +12 · 6 citations
   Computer Science · Engineering · #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization #Remote-Sensing Image Classification
3. 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
4. Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding
   2021/04/22 by Shimin Di, Di, Shimin, Quanming Yao +5 · 1 citation
   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)
5. Single-Cell RNA-seq Synthesis with Latent Diffusion Model
   2023/12/21 by Yixuan Wang, Shuangyin Li, Wang, Yixuan +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
6. Beyond path selection: Better LLMs for Scientific Information Extraction with MimicSFT and Relevance and Rule-induced(R²)GRPO
   2025/05/28 by Ran Li, Shimin Di, Li, Ran +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
7. AI-generated Images Challenge Visual Trust in High-risk Scenarios
   2026/07/23 by Yi-Zhi Wang, Yichen Xiao, Linan Yue +5
   #cs.CV #cs.AI
8. DREvo: Distilling Recalibrated Historical Experience for Harness Self-Evolution
   2026/07/29 by Hanghui Guo, Weijie Shi, Zhangze Chen +6
   Computer Science · #cs.LG #cs.MA