Minjie Wang

1. MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
   2015/12/03 by Tianqi Chen, Chen, Tianqi, Mu Li +17 · 242 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #IoT and Edge/Fog Computing
2. Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
   2019/09/03 by Minjie Wang, Da Zheng, Wang, Minjie +27 · 21 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel Computing and Optimization Techniques
3. DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs
   2020/10/11 by Da Zheng, Zheng, Da, Chao Ma +15 · 17 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Griffin: Towards a Graph-Centric Relational Database Foundation Model
   2025/05/08 by Yanbo Wang, Xiyuan Wang, Wang, Yanbo +11 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
5. Cavity-enhanced and spatial-multimode spin-wave-photon quantum interface
   2023/07/24 by Minjie Wang, Haole Jiao, Wang, Minjie +13 · 2 citations
   Materials Science · Physics and Astronomy · #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #Electronic and Structural Properties of Oxides #FOS: Physical sciences #Quantum Physics (quant-ph)
6. ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction
   2024/10/13 by Yanlin Zhang, Zhang, Yanlin, Ning Li +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
7. Integrative Generalized Convex Clustering Optimization and Feature\n Selection for Mixed Multi-View Data
   2019/12/11 by Minjie Wang, Wang, Minjie, Genevera I. Allen +1 · 2 citations
   Computer Science · Engineering · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME) #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
8. Supervised Convex Clustering
   2020/05/25 by Minjie Wang, Tianyi Yao, Wang, Minjie +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Methodology (stat.ME)
9. DGI: Easy and Efficient Inference for GNNs
   2022/11/28 by Peiqi Yin, Yin, Peiqi, Xiao Yan +13 · 1 citation
   Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
10. Heta: Distributed Training of Heterogeneous Graph Neural Networks
    2024/08/19 by Yueqiao Zhong, Zhong, Yuchen, Junwei Su +5 · 1 citation
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
11. GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs
    2023/11/29 by Yueqiao Zhong, Guangming Sheng, Zhong, Yuchen +9 · 1 citation
    Computer Science · Medicine · #Advanced Graph Neural Networks #Dementia and Cognitive Impairment Research #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
12. Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling
    2018/05/10 by Minjie Wang, Chien-Chin Huang, Wang, Minjie +3 · 1 citation
    Computer Science · Mathematics · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #and Cluster Computing (cs.DC)