Mihai Cucuringu

1. Uniqueness of Low-Rank Matrix Completion by Rigidity Theory
   2009/02/23 by Amit Singer, Mihai Cucuringu, Singer, Amit +1 · 6 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Advanced Vision and Imaging #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
2. GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks
   2022/02/01 by Yixuan He, Quan Gan, He, Yixuan +9 · 5 citations
   Computer Science · Economics, Econometrics and Finance · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sports Analytics and Performance
3. Localization on low-order eigenvectors of data matrices
   2011/09/07 by Mihai Cucuringu, Michael W. Mahoney, Cucuringu, Mihai +1 · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #Chaos control and synchronization #Computational Engineering #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Neural Networks and Applications #Optical Network Technologies #and Science (cs.CE)
4. MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian
   2022/09/01 by Yixuan He, Michael Permultter, He, Yixuan +5 · 4 citations
   Computer Science · Mathematics · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Social and Information Networks (cs.SI) #cs.AI #cs.LG #cs.SI #stat.ML
5. Anomaly Detection in Networks with Application to Financial Transaction Networks
   2019/01/02 by Andrew Elliott, Mihai Cucuringu, Elliott, Andrew +7 · 3 citations
   Computer Science · Physics and Astronomy · #05C82 #Anomaly Detection Techniques and Applications #Applications (stat.AP) #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Network Security and Intrusion Detection #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
6. Volatility forecasting with machine learning and intraday commonality
   2022/02/08 by Chao Zhang, Yihuang Zhang, Zhang, Chao +5 · 3 citations
   Economics, Econometrics and Finance · Decision Sciences · #Market Dynamics and Volatility #Financial Risk and Volatility Modeling #Stock Market Forecasting Methods
7. Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?
   2025/05/11 by W Li, Hyeonjun Kim, Li, Weixian Waylon +5 · 7 citations
   Decision Sciences · Computer Science · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #Machine Learning in Healthcare #Complex Systems and Time Series Analysis
8. PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs
   2022/02/22 by Yixuan He, He, Yixuan, Xitong Zhang +9 · 2 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
9. Lead-lag detection and network clustering for multivariate time series with an application to the US equity market
   2022/01/20 by Stefanos Bennett, Bennett, Stefanos, Mihai Cucuringu +3 · 2 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
10. On denoising modulo 1 samples of a function
    2017/10/27 by Mihai Cucuringu, Cucuringu, Mihai, Hemant Tyagi +1 · 1 citation
    Engineering · Decision Sciences · Mathematics · #Sparse and Compressive Sensing Techniques #Probabilistic and Robust Engineering Design #Advanced Optimization Algorithms Research
11. An extension of the angular synchronization problem to the heterogeneous setting
    2020/12/29 by Mihai Cucuringu, Hemant Tyagi, Cucuringu, Mihai +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Gene Regulatory Network Analysis #Nonlinear Dynamics and Pattern Formation #Cellular Automata and Applications
12. SSSNET: Semi-Supervised Signed Network Clustering
    2021/10/13 by Yixuan He, He, Yixuan, Gesine Reinert +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
13. A Universal End-to-End Approach to Portfolio Optimization via Deep Learning
    2021/11/17 by Chao Zhang, Zihao Zhang, Zhang, Chao +5 · 1 citation
    Economics, Econometrics and Finance · Decision Sciences · Engineering · #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Reservoir Engineering and Simulation Methods
14. Causality-Inspired Models for Financial Time Series Forecasting
    2024/08/19 by Daniel Cunha Oliveira, Yutong Lu, Oliveira, Daniel Cunha +7 · 2 citations
    Computer Science · Decision Sciences · #Computational Finance (q-fin.CP) #FOS: Economics and business #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
15. Graph Neural Networks for Forecasting Multivariate Realized Volatility with Spillover Effects
    2023/08/01 by Chao Zhang, Zhang, Chao, Xingyue Pu +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Market Dynamics and Volatility #Monetary Policy and Economic Impact #Risk Management (q-fin.RM) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
16. Spectral Clustering for Directed Graphs via Likelihood Estimation on Stochastic Block Models
    2024/03/28 by Ning Zhang, Xiaowen Dong, Zhang, Ning +3 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Data Management and Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
17. ClusterLOB: Enhancing Trading Strategies by Clustering Orders in Limit Order Books
    2025/04/29 by Yichi Zhang, Mihai Cucuringu, Zhang, Yichi +5 · 3 voices · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Economics and business #Financial Markets and Investment Strategies #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR) #q-fin.TR
18. Gaussian Boson Sampling for Asset Clustering in Statistical Arbitrage Portfolios
    2026/07/21 by Dayne Marcus Lopena, Daniel Buguks, Zhenghao Li +7
    #quant-ph #q-fin.CP