SELECTED SUBMITTED PAPERS
(Selected journal publications can be found here.)
(Selected conference publications can be found here.)


  1. Aranyak Acharyya, Joshua Agterberg, Youngser Park, Carey E. Priebe, "Concentration bounds on response-based vector embeddings of black-box generative models," Submitted, 2025


  2. Lingyou Pang, Lei Huang, Jianyu Lin, Tianyu Wang, Akira Horiguchi, Alexander Aue, Carey E. Priebe, "Unsupervised Conformal Inference: Bootstrapping and Alignment to Control LLM Uncertainty," Submitted, 2025


  3. Lingyou Pang, Lei Huang, Jianyu Lin, Tianyu Wang, Alexander Aue, Carey E. Priebe, "Taming Variability: Randomized and Bootstrapped Conformal Risk Control for LLMs," Submitted, 2025


  4. Aranyak Acharyya, Carey E. Priebe, Hayden S. Helm, "Testing for LLM response differences: the case of a composite null consisting of semantically irrelevant query perturbations," Submitted, 2025


  5. Runshi Tang, Runbing Zheng, Anru R. Zhang, Carey E. Priebe, "A functional tensor model for dynamic multilayer networks with common invariant subspaces and the RKHS estimation," Submitted, 2025


  6. Shiyu Chen, Cencheng Shen, Youngser Park, Carey E. Priebe, "Graph Neural Networks Powered by Encoder Embedding for Improved Node Learning," Submitted, 2025


  7. Jonghyeok Lee, Yao Xie, Youngser Park, Jason Hindes, Ira Schwartz, Carey E. Priebe, "Multi-Rank Subspace Change-Point Detection for Monitoring Robotic Swarms," Submitted, 2025


  8. Tianyu Wang, Lingyou Pang, Akira Horiguchi, Carey E. Priebe, "LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs," Submitted, 2025


  9. Edward Wang, Tianyu Wang, Avanti Athreya, Vince Lyzinski, Carey E. Priebe, "Gaussian mixture models as a proxy for interacting language models," Submitted, 2025


  10. Qingyang Wang, Nadine Randel, Yijie Yin, Cameron Shand, Amy Strange, Michael Winding, Albert Cardona, Marta Zlatic, Joshua T. Vogelstein, Carey E. Priebe, "Measuring the functional complexity of nanoscale connectomes: polarity matters," Submitted, 2025


  11. Michael W. Trosset, Kaiyi Tan, Minh Tang, Carey E. Priebe, "Out-of-Sample Embedding with Proximity Data: Projection versus Restricted Reconstruction," Submitted, 2025


  12. Hayden Helm, Tianyi Chen, Harvey McGuinness, Paige Lee, Brandon Duderstadt, Carey E. Priebe, "Toward a digital twin of U.S. Congress," Submitted, 2025


  13. Cencheng Shen, Darren Edge, Jonathan Larson, Carey E. Priebe, "Explaining Categorical Feature Interactions Using Graph Covariance and LLMs," Submitted, 2025


  14. Aranyak Acharyya, Michael W. Trosset, Carey E. Priebe, Hayden S. Helm, "Consistent estimation of generative model representations in the data kernel perspective space," Submitted, 2025


  15. Runbing Zheng, Avanti Athreya, Marta Zlatic, Michael Clayton, Carey E. Priebe, "Dynamic networks clustering via mirror distance," Submitted, 2024


  16. Harvey McGuinness, Tianyu Wang, Carey E. Priebe, Hayden Helm, "Investigating social alignment via mirroring in a system of interacting language models," Submitted, 2024


  17. Konstantinos Pantazis, Michael Trosset, William N. Frost, Carey E. Priebe, Vince Lyzinski, "Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings," Submitted, 2024


  18. Hayden Helm, Aranyak Acharyya, Brandon Duderstadt, Youngser Park, Carey E. Priebe, "Statistical inference on black-box generative models in the data kernel perspective space," Submitted, 2024


  19. Robert Osazuwa Ness, Katie Matton, Hayden Helm, Sheng Zhang, Junaid Bajwa, Carey E. Priebe, Eric Horvitz, "MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering," Submitted, 2024


  20. Tianyi Chen, Zachary Lubberts, Avanti Athreya, Youngser Park, Carey E. Priebe, "Euclidean mirrors and first-order changepoints in network time series," Submitted, 2024


  21. Aranyak Acharyya, Jesús Arroyo Relión, Michael Clayton, Marta Zlatic, Youngser Park,, Carey E. Priebe, "Consistent response prediction for multilayer networks on unknown manifolds," Submitted, 2024


  22. Ariel Lubonja, Cencheng Shen, Carey E. Priebe, Randal Burns, "Edge-Parallel Graph Encoder Embedding," Submitted, 2024


  23. Michael W. Trosset, Carey E. Priebe, "Continuous Multidimensional Scaling," Submitted, 2024


  24. Hayden Helm, Carey E Priebe, Weiwei Yang, "A Statistical Turing Test for Generative Models," Submitted, 2023


  25. Zhirui Li, Ben Johnson, Daniel L. Sussman, Carey E Priebe, Vince Lyzinski, "Gotta match 'em all: Solution diversification in graph matching matched filters," Submitted, 2023


  26. Tianyu Wang, Zachary M. Pisano, Carey E Priebe, "Occam Factor for Random Graphs: Erdös-Rènyi, Independent Edge, and a Uniparametric Stochastic Blockmodel," Submitted, 2023


  27. Brandon Duderstadt, Hayden S. Helm, Carey E Priebe, "Comparing Foundation Models using Data Kernels," Submitted, 2023


  28. Yukun Song, Carey E Priebe, Minh Tang, "Independence testing for inhomogeneous random graphs," Submitted, 2023


  29. Qingyang Wang, Michael A. Powell, Ali Geisa, Eric Bridgeford, Carey E Priebe, Joshua T. Vogelstein, "Why do networks have inhibitory/negative connections?," Submitted, 2023


  30. Cencheng Shen, Youngser Park, Carey E Priebe, "Graph Encoder Ensemble for Simultaneous Vertex Embedding and Community Detection," Submitted, 2023


  31. Carey E. Priebe, Ningyuan Huang, Soledad Villar, Cong Mu, Li Chen, "Deep Learning is Provably Robust to Symmetric Label Noise," Submitted, 2022


  32. Chen, Li; Huang, Ningyuan; Mu, Cong; Helm, Hayden; Lytvynets, Kate; Yang, Weiwei, Carey E. Priebe, "Deep Learning with Label Noise: A Hierarchical Approach," Submitted, 2022


  33. Ali Saad-Eldin, Benjamin D. Pedigo, Carey E. Priebe, Joshua T. Vogelstein, "Graph Matching via Optimal Transport," Submitted, 2021


  34. Ali Geisa, Ronak Mehta, Hayden S. Helm, Jayanta Dey, Eric Eaton, Carey E. Priebe, Joshua T. Vogelstein, "Towards a theory of out-of-distribution learning," Submitted, 2021


  35. Haoyin Xu, Kaleab A. Kinfu, Will LeVine, Sambit Panda, Jayanta Dey, Michael Ainsworth, Yu-Chung Peng, Madi Kusmanov, Florian Engert, Christopher M. White, Joshua T. Vogelstein, Carey E. Priebe, "Decision Forests vs. Deep Networks: Conceptual Similarities and Empirical Differences at Small Sample Sizes," Submitted, 2021


  36. Hayden S. Helm, Marah Abdin, Benjamin D. Pedigo, Shweti Mahajan, Vince Lyzinski, Youngser Park, Amitabh Basu, PialiChoudhury, Christopher M. White, Weiwei Yang, Carey E. Priebe, "Leveraging semantically similar queries for ranking via combining representations," Submitted, 2021


  37. Lingxin Hao, Angelo Mele, Joshua Cape, Avanti Athreya, Cong Mu, Carey E. Priebe, A Network Science Approach to Micro-Macro Structural Analysis of the Labor Market, Submitted, 2021


  38. Zachary M. Pisano, Daniel Q. Naiman, Carey E. Priebe, "Occam Factor for Gaussian Models With Unknown Variance Structure," Submitted, 2021


  39. Hayden S. Helm, Weiwei Yang, Sujeeth Bharadwaj, Kate Lytvynets, Oriana Riva, Christopher White, Ali Geisa, Carey E. Priebe, "Inducing a hierarchy for multi-class classification problems," Submitted, 2021


  40. Disa Mhembere, Da Zheng, Carey E. Priebe, Joshua T. Vogelstein, Randal Burns, "clusterNOR: A NUMA-Optimized Clustering Framework," submitted, 2020


  41. Joshua Agterberg, Minh Tang, Carey E Priebe, "Nonparametric Two-Sample Hypothesis Testing for Random Graphs with Negative and Repeated Eigenvalues," submitted, 2020


  42. Hayden S. Helm, Ronak D. Mehta, Brandon Duderstadt, Weiwei Yang, Christoper M. White, Ali Geisa, Joshua T. Vogelstein, Carey E Priebe, "A partition-based similarity for classification distributions," submitted, 2020


  43. Cong Mu, Angelo Mele, Lingxin Hao, Joshua Cape, Avanti Athreya, Carey E. Priebe, "On identifying unobserved heterogeneity in stochastic blockmodel graphs with vertex covariates," submitted, 2020


  44. Lingxin Hao, Angelo Mele, Joshua Cape, Avanti Athreya, Cong Mu, Carey E. Priebe, "Latent Communities in Employment Relations and Wage Distributions: A Network Approach," submitted, 2020


  45. Hayden S. Helm, Amitabh Basu, Avanti Athreya, Youngser Park, Joshua T. Vogelstein, Michael Winding, Marta Zlatic, Albert Cardona, Patrick Bourke, Jonathan Larson, Chris White, Carey E Priebe, "Learning to rank via combining representations," submitted, 2020


  46. Carey E Priebe, Joshua Vogelstein, Florian Engert, Christopher M White, "Modern Machine Learning: Partition & Vote," submitted, 2020


  47. Michael W. Trosset, Mingyue Gao, Minh Tang, Carey E Priebe, "Learning 1-Dimensional Submanifolds for Subsequent Inference on Random Dot Product Graphs," submitted, 2020


  48. Joshua Agterberg, Minh Tang, Carey E Priebe, "On Two Distinct Sources of Nonidentifiability in Latent Position Random Graph Models," submitted, 2020


  49. Anton Alyakin, Yichen Qin, Carey E Priebe "LqRT: Robust Hypothesis Testing of Location Parameters using Lq-Likelihood-Ratio-Type Test in Python," submitted, 2019


  50. Cencheng Shen, Carey E Priebe, Joshua T. Vogelstein "The Exact Equivalence of Independence Testing and Two-Sample Testing," submitted, 2019


  51. Disa Mhembere, Da Zheng, Joshua Vogelstein, Carey E. Priebe, Randal Burns, "Graphyti: A Semi-External Memory Graph Library for FlashGraph," submitted, 2019.


  52. Hayden Helm, Joshua Vogelstein, Carey E. Priebe, "Vertex Classification on Weighted Networks," submitted, 2019.


  53. Runze Tang, Minh Tang, Joshua T. Vogelstein, Carey E. Priebe, "Robust Estimation from Multiple Graphs under Gross Error Contamination," submitted, 2017.


  54. Keith Levin, Avanti Athreya, Minh Tang, Vince Lyzinski, Youngser Park, Carey E. Priebe, "A central limit theorem for an omnibus embedding of random dot product graphs," submitted, 2017.


  55. P. Rubin-Delanchy, C.E. Priebe, M. Tang, "Consistency of adjacency spectral embedding for the mixed membership stochastic blockmodel," submitted, 2017.


  56. C.E. Priebe, Y. Park, M. Tang, A, Athreya, V. Lyzinski, J. Vogelstein, Y. Qin, B. Cocanougher, K. Eichler, M. Zlatic, A. Cardona, "Semiparametric spectral modeling of the Drosophila connectome," submitted, 2017.


  57. Michael W. Trosset, Mingyue Gao, Carey E. Priebe, "On the Power of Likelihood Ratio Tests in Dimension-Restricted Submodels," submitted, 2016.


  58. Jordan Yoder, Carey E. Priebe, "A Model-based Semi-Supervised Clustering Methodology," submitted, 2015.


  59. Nam Lee, Carey E. Priebe, Youngser Park, I-Jeng Wang, Michael Rosen, "Techniques for clustering interaction data as a collection of graphs," submitted, 2014.


  60. Vince Lyzinski, Sancar Adali, Joshua T. Vogelstein, Youngser Park, Carey E. Priebe, "Seeded Graph Matching Via Joint Optimization of Fidelity and Commensurability," submitted, 2014.


  61. Damianos Karakos, Shuai Huang, Sanjeev Khudanpur, Carey E. Priebe, "Information-Theoretic Aspects of Iterative Denoising," submitted, 2013.


  62. Minh Tang, Youngser Park, and Carey E. Priebe, "Out-of-sample Extension for Latent Position Graphs," submitted, 2013.


  63. L. Chen, C.E. Priebe, D.L. Sussman, D.C. Comer, W.P. Megarry, and J.C. Tilton, "Enhanced Archaeological Predictive Modelling in Space Archaeology," submitted, 2013.


  64. Lucy F. Robinson, C.E. Priebe, "Detecting Time-dependent Structure in Network Data via a New Class of Latent Process Models," submitted, 2012.


  65. G.A. Coppersmith, C.E. Priebe, "Vertex Nomination via Content and Context," submitted, 2012.
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