Ming Gao

1. Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
   2023/06/10 by Jianing Wang, Wang, Jianing, Qiushi Sun +5 · 10 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
2. Electrochemical impedance spectroscopy
   2021/06/10 by Shangshang Wang, Jianbo Zhang, Oumaïma Gharbi +3 · 6 citations
   Chemistry · Engineering · Materials Science · #Corrosion Behavior and Inhibition #Electrochemical Analysis and Applications #Fuel Cells and Related Materials
3. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
   2024/02/13 by Jianing Wang, Junda Wu, Wang, Jianing +9 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Towards Unified Prompt Tuning for Few-shot Text Classification
   2022/05/11 by Jianing Wang, Chengyu Wang, Wang, Jianing +15 · 3 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
5. BiRank: Towards Ranking on Bipartite Graphs
   2017/08/15 by Xiangnan He, He, Xiangnan, Ming Gao +5 · 2 citations
   Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Recommender Systems and Techniques #Advanced Graph Neural Networks
6. GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting
   2023/02/28 by Kangyang Luo, Xiang Li, Luo, Kangyang +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Privacy-Preserving Technologies in Data
7. A polynomial-time algorithm for learning nonparametric causal graphs
   2020/06/22 by Ming Gao, Gao, Ming, Yi Ding +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
8. Constraining Inflation with the BICEP/Keck CMB Polarization Experiments
   2024/01/01 by Keck Collaboration, Zeeshan Ahmed, Ade, P. A. R. +146 · 3 citations
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Computational Physics and Python Applications #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Geophysics and Gravity Measurements
9. Responses of soil carbon pool and soil aggregates associated organic carbon to straw and straw-derived biochar addition in a dryland cropping mesocosm system
   2018/10/01 by Rong Huang, Dong Tian, Jiang Liu +3 · 1 citation
10. Learning Vertex Representations for Bipartite Networks
    2019/01/16 by Ming Gao, Gao, Ming, Xiangnan He +9 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
11. Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends
    2024/01/15 by Yunshi Lan, Xinyuan Li, Lan, Yunshi +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Text Readability and Simplification #Topic Modeling
12. Efficient Bayesian network structure learning via local Markov boundary\n search
    2021/10/12 by Ming Gao, Bryon Aragam, Gao, Ming +1 · 1 citation
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
13. Principles towards Real-Time Simulation of Material Point Method on Modern GPUs
    2021/11/01 by Yun Fei, Yuhan Huang, Fei, Yun +3 · 1 citation
    Earth and Planetary Sciences · Engineering · #Precipitation Measurement and Analysis #Fluid Dynamics Simulations and Interactions
14. Machine Learning Relationships between Nanoporous Structures and Electrochemical Performance in MOF Supercapacitors
    2025/01/16 by Zhenxiang Wang, Wang, Zhenxiang, Taizheng Wu +11 · 2 citations
    Chemistry · Materials Science · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Metal-Organic Frameworks: Synthesis and Applications #Nanoporous metals and alloys #Supercapacitor Materials and Fabrication
15. A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction
    2024/09/26 by Guangyu Wang, Wang, Guangyu, Yujie Chen +8 · 1 citation
    Computer Science · Engineering · #Advanced Clustering Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
16. PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
    2024/12/19 by Jiayi Wu, Wu, Jiayi, Cai, Hengyi +12 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Technology and Control Systems #Manufacturing Process and Optimization
17. The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition
    2025/05/20 by Ming Gao, Shilong Wu, Gao, Ming +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
18. A Novel Solver for QUBO Problems: Performance Analysis and Comparative Study with State-of-the-Art Algorithms
    2025/06/05 by Jiecheng Yang, Ding Wang, Yang, Jiecheng +9 · 2 citations
    Computer Science · #Complexity and Algorithms in Graphs #Constraint Satisfaction and Optimization #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
19. Beyond blind feature injection: An information foraging theory-guided deep learning framework for product recommendation
    2026/07/24 by Weiyue Li, Ming Gao, Jingmin An +5
    Computer Science · #Explainable Artificial Intelligence (XAI) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining