| 2026 | ICS | UpDown: Efficient Manycore based on Many Threading and Scalable Memory Parallelism. | Andronicus Rajasukumar, Ruiqi Xu, Tianchi Zhang, Yuqing (Ivy) Wang, Tianshuo Su, Marziyeh Nourian, Jianru Ding, Jiya Su, Rajat Khandelwal, Alexander Fell, David F. Gleich, Yanjing Li, Henry Hoffmann, Andrew A. Chien |
| 2025 | SC | KVMSR+UDWeave: Extreme-Scaling with Fine-grained Parallelism on the UpDown Graph Supercomputer. | Alexander Fell, Yuqing Wang, Tianshuo Su, Marziyeh Nourian, Wenyi Wang, Jose M. Monsalve Diaz, Andronicus Samsundar Rajasukumar, Jiya Su, Ruiqi Xu, Rajat Khandelwal, Tianchi Zhang, David F. Gleich, Yanjing Li, Hank Hoffmann, Andrew A. Chien |
| 2024 | WWW | Densest Subhypergraph: Negative Supermodular Functions and Strongly Localized Methods. | Yufan Huang, David F. Gleich, Nate Veldt |
| 2023 | ICML | Theoretical Bounds on the Network Community Profile from Low-rank Semi-definite Programming. | Yufan Huang, C. Seshadhri, David F. Gleich |
| 2022 | ICWSM | Fauci-Email: A JSON Digest of Anthony Fauci's Released Emails. | Austin R. Benson, Nate Veldt, David F. Gleich |
| 2021 | WWW | Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning. | Meng Liu, Nate Veldt, Haoyu Song, Pan Li, David F. Gleich |
| 2020 | KDD | Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs. | Nate Veldt, Anthony Wirth, David F. Gleich |
| 2020 | MFCS | Graph Clustering in All Parameter Regimes. | Junhao Gan, David F. Gleich, Nate Veldt, Anthony Wirth, Xin Zhang |
| 2020 | WWW | Using Cliques with Higher-order Spectral Embeddings Improves Graph Visualizations. | Huda Nassar, Caitlin Kennedy, Shweta Jain, Austin R. Benson, David F. Gleich |
| 2019 | WWW | Nonlinear Diffusion for Community Detection and Semi-Supervised Learning. | Rania Ibrahim, David F. Gleich |
| 2019 | WWW | Learning Resolution Parameters for Graph Clustering. | Nate Veldt, David F. Gleich, Anthony Wirth |
| 2019 | SDM | Flow-Based Local Graph Clustering with Better Seed Set Inclusion. | Nate Veldt, Christine Klymko, David F. Gleich |
| 2018 | ICDM | The HyperKron Graph Model for Higher-Order Features. | Nicole Eikmeier, Arjun S. Ramani, David F. Gleich |
| 2018 | ISAAC | Correlation Clustering Generalized. | David F. Gleich, Nate Veldt, Anthony Wirth |
| 2018 | WWW | Low Rank Spectral Network Alignment. | Huda Nassar, Nate Veldt, Shahin Mohammadi, Ananth Grama, David F. Gleich |
| 2018 | WWW | A Correlation Clustering Framework for Community Detection. | Nate Veldt, David F. Gleich, Anthony Wirth |
| 2018 | WAW | Dynamic Competition Networks: Detecting Alliances and Leaders. | Anthony Bonato, Nicole Eikmeier, David F. Gleich, Rehan Malik |
| 2017 | ICDCS | Distributed Fault Tolerant Linear System Solvers Based on Erasure Coding. | Xuejiao Kang, David F. Gleich, Ahmed H. Sameh, Ananth Grama |
| 2017 | KDD | Revisiting Power-law Distributions in Spectra of Real World Networks. | Nicole Eikmeier, David F. Gleich |
| 2017 | KDD | Retrospective Higher-Order Markov Processes for User Trails. | Tao Wu, David F. Gleich |
| 2017 | KDD | Local Higher-Order Graph Clustering. | Hao Yin, Austin R. Benson, Jure Leskovec, David F. Gleich |
| 2017 | WWW | Correlation Clustering with Low-Rank Matrices. | Nate Veldt, Anthony Ian Wirth, David F. Gleich |
| 2017 | SDM | Multimodal Network Alignment. | Huda Nassar, David F. Gleich |
| 2016 | ICML | A Simple and Strongly-Local Flow-Based Method for Cut Improvement. | Nate Veldt, David F. Gleich, Michael W. Mahoney |
| 2016 | SDM | Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering. | Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon |
| 2016 | WAW | Mining and Modeling Character Networks. | Anthony Bonato, David Ryan D'Angelo, Ethan R. Elenberg, David F. Gleich, Yangyang Hou |
| 2015 | KDD | Using Local Spectral Methods to Robustify Graph-Based Learning Algorithms. | David F. Gleich, Michael W. Mahoney |
| 2015 | KDD | Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming. | Yangyang Hou, Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon |
| 2015 | SDM | Tensor Spectral Clustering for Partitioning Higher-order Network Structures. | Austin R. Benson, David F. Gleich, Jure Leskovec |
| 2015 | SDM | Non-exhaustive, Overlapping | Joyce Jiyoung Whang, Inderjit S. Dhillon, David F. Gleich |
| 2015 | WAW | Strong Localization in Personalized PageRank Vectors. | Huda Nassar, Kyle Kloster, David F. Gleich |
| 2014 | ICML | Anti-differentiating approximation algorithms: A case study with min-cuts, spectral, and flow. | David F. Gleich, Michael W. Mahoney |
| 2014 | KDD | Heat kernel based community detection. | Kyle Kloster, David F. Gleich |
| 2014 | WWW | Fast maximum clique algorithms for large graphs. | Ryan A. Rossi, David F. Gleich, Assefaw Hadish Gebremedhin, Md. Mostofa Ali Patwary |
| 2013 | CIKM | Overlapping community detection using seed set expansion. | Joyce Jiyoung Whang, David F. Gleich, Inderjit S. Dhillon |
| 2013 | WAW | A Nearly-Sublinear Method for Approximating a Column of the Matrix Exponential for Matrices from Large, Sparse Networks. | Kyle Kloster, David F. Gleich |
| 2012 | ICASSP | Distinguishing signal from noise in an SVD of simulation data. | Paul G. Constantine, David F. Gleich |
| 2012 | KDD | Vertex neighborhoods, low conductance cuts, and good seeds for local community methods. | David F. Gleich, C. Seshadhri |
| 2012 | SC | A multithreaded algorithm for network alignment via approximate matching. | Arif M. Khan, David F. Gleich, Alex Pothen, Mahantesh Halappanavar |
| 2012 | WSDM | Overlapping clusters for distributed computation. | Reid Andersen, David F. Gleich, Vahab S. Mirrokni |
| 2012 | WAW | Dynamic PageRank Using Evolving Teleportation. | Ryan A. Rossi, David F. Gleich |
| 2011 | KDD | Rank aggregation via nuclear norm minimization. | David F. Gleich, Lek-Heng Lim |
| 2010 | WWW | Tracking the random surfer: empirically measured teleportation parameters in PageRank. | David F. Gleich, Paul G. Constantine, Abraham D. Flaxman, Asela Gunawardana |
| 2010 | WAW | Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks. | Pooya Esfandiar, Francesco Bonchi, David F. Gleich, Chen Greif, Laks V. S. Lakshmanan, Byung-Won On |
| 2009 | ICDM | Algorithms for Large, Sparse Network Alignment Problems. | Mohsen Bayati, Margot Gerritsen, David F. Gleich, Amin Saberi, Ying Wang |
| 2007 | WAW | Using Polynomial Chaos to Compute the Influence of Multiple Random Surfers in the PageRank Model. | Paul G. Constantine, David F. Gleich |
| 2004 | ICDM | SVD based Term Suggestion and Ranking System. | David F. Gleich, Leonid Zhukov |