Xiao Huang
- Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
2024/06/12 by Zijin Hong, Hong, Zijin, Zheng Yuan +11 · 35 citations
Computer Science · #Advanced Computational Techniques and Applications #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- Do underserved and socially vulnerable communities observe more crashes? A spatial examination of social vulnerability and crash risks in Texas
2022/05/31 by Xiao Li, Siyu Yu, Xiao Huang +3 · 9 citations
Social Sciences · Engineering · #Urban Transport and Accessibility #Traffic and Road Safety #Health disparities and outcomes
- KnowGPT: Knowledge Graph based Prompting for Large Language Models
2023/12/11 by Qinggang Zhang, Zhang, Qinggang, Junnan Dong +9 · 10 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #AI in Service Interactions
- Dirichlet Energy Constrained Learning for Deep Graph Neural Networks
2021/07/06 by Kaixiong Zhou, Xiao Huang, Zhou, Kaixiong +11 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security
2017/10/09 by Felix R. Fischer, Fischer, Felix, Konstantin Böttinger +11 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Software Engineering Research #Security and Verification in Computing
- SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed\n Networks
2019/08/11 by Yuening Li, Li, Yuening, Xiao Huang +7 · 4 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Complex Network Analysis Techniques
- Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
2024/02/18 by Zijin Hong, Hong, Zijin, Zheng Yuan +9 · 6 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries #Semantic Web and Ontologies
- Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations
2023/06/29 by Xuansheng Wu, Wu, Xuansheng, Huachi Zhou +8 · 4 citations
Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
- Auto-GNN: Neural Architecture Search of Graph Neural Networks
2019/09/07 by Kaixiong Zhou, Qingquan Song, Zhou, Kaixiong +5 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- RSC: Accelerating Graph Neural Networks Training via Randomized Sparse Computations
2022/10/19 by Zirui Liu, Liu, Zirui, Shengyuan Chen +9 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- SpatialScore: Towards Comprehensive Evaluation for Spatial Intelligence
2025/05/22 by Haoning Wu, Xiao Huang, Wu, Haoning +8 · 11 citations
Computer Science · Engineering · #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Constraint Satisfaction and Optimization
- MGAE: Masked Autoencoders for Self-Supervised Learning on Graphs
2022/01/07 by Qiaoyu Tan, Tan, Qiaoyu, Ninghao Liu +9 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques
- GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation
2025/06/03 by Yilin Xiao, Xiao, Yilin, Junnan Dong +13 · 8 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
- Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
2025/01/20 by Zijin Hong, Hao Wu, Hong, Zijin +19 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Graph Contrastive Learning with Personalized Augmentation
2022/09/14 by Qiaoyu Tan, Zhang, Xin, Xiao Huang +4 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- MolCPT: Molecule Continuous Prompt Tuning to Generalize Molecular Representation Learning
2022/12/20 by Cameron Diao, Kaixiong Zhou, Diao, Cameron +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Chemical Synthesis and Analysis #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
- Beyond Prediction: On-street Parking Recommendation using Heterogeneous Graph-based List-wise Ranking
2023/04/29 by Hanyu Sun, Sun, Hanyu, Xiao Huang +3 · 1 citation
Engineering · Environmental Science · Social Sciences · #Smart Parking Systems Research #Impact of Light on Environment and Health #Urban Transport and Accessibility
- Global-aware siamese network for change detection on remote sensing images
2023/04/05 by Ruiqian Zhang, Hanchao Zhang, Xiaogang Ning +3 · 1 citation
Engineering · Earth and Planetary Sciences · Environmental Science · #Remote-Sensing Image Classification #Remote Sensing and Land Use #Remote Sensing in Agriculture
- LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
2025/10/11 by Zhuang, Luyao, Shengyuan Chen, Yilin Xiao +12 · 4 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
- On developing piecewise rational mapping with fine regulation capability for WENO schemes
2021/01/27 by Qin Li, Li, Qin, Yan, Pan +6 · 1 citation
Earth and Planetary Sciences · Engineering · Mathematics · #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Meteorological Phenomena and Simulations #Numerical Analysis (math.NA) #Numerical methods for differential equations
- You Don't Need Pre-built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
2025/08/08 by Shengyuan Chen, Chuang Zhou, Chen, Shengyuan +14 · 4 citations
Computer Science · #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques
- Graph Cross-Correlated Network for Recommendation
2024/11/02 by Hao Chen, Yuanchen Bei, Chen, Hao +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- The Role of Open-Source LLMs in Shaping the Future of GeoAI
2025/04/24 by Xiao Huang, Zhengzhong Tu, Huang, Xiao +5 · 1 citation
Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
- CLR-Bench: Evaluating Large Language Models in College-level Reasoning
2024/10/23 by Junnan Dong, Zijin Hong, Dong, Junnan +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Mechanical sensing of fluid shear stress biphasically regulates chondrocyte metabolism and osteoarthritis progression: Implications for therapeutics
2026/07/23 by Peng Wang, Wenfei Tang, Yongbing Mou +7
- Twin Agent: Context Residual Compression for Privilege Separated Agents
2026/07/21 by Zhanhao Hu, Dennis Jacob, Xiao Huang +3
#cs.CR #cs.CL