Bryan Perozzi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
37
Venues
14
Active years
2011–2025
Best venue rank
A*
Where they publish
Papers
37 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning. | Bahare Fatemi, Mehran Kazemi, Anton Tsitsulin, Karishma Malkan, Jinyeong Yim, John Palowitch, Sungyong Seo, Jonathan Halcrow, Bryan Perozzi |
| 2025 | ICML | Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks. | Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Luis Mller, Jan Tnshoff, Antoine Siraudin, Viktor Zaverkin, Michael M. Bronstein, Mathias Niepert, Bryan Perozzi, Mikhail Galkin, Christopher Morris |
| 2025 | ICML | Best of Both Worlds: Advantages of Hybrid Graph Sequence Models. | Ali Behrouz, Ali Parviz, Mahdi Karami, Clayton Sanford, Bryan Perozzi, Vahab Mirrokni |
| 2024 | ICLR | Talk like a Graph: Encoding Graphs for Large Language Models. | Bahare Fatemi, Jonathan Halcrow, Bryan Perozzi |
| 2024 | KDD | Graph Reasoning with LLMs (GReaL). | Anton Tsitsulin, Bryan Perozzi, Bahare Fatemi, Jonathan J. Halcrow |
| 2023 | ICML | Graph Generative Model for Benchmarking Graph Neural Networks. | Minji Yoon, Yue Wu, John Palowitch, Bryan Perozzi, Russ Salakhutdinov |
| 2023 | KDD | HUGE: Huge Unsupervised Graph Embeddings with TPUs. | Brandon A. Mayer, Anton Tsitsulin, Hendrik Fichtenberger, Jonathan Halcrow, Bryan Perozzi |
| 2023 | KDD | Graph Neural Networks in TensorFlow. | Bryan Perozzi, Sami Abu-El-Haija, Anton Tsitsulin |
| 2023 | SIGIR | HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer. | Kaize Ding, Albert Jiongqian Liang, Bryan Perozzi, Ting Chen, Ruoxi Wang, Lichan Hong, Ed H. Chi, Huan Liu, Derek Zhiyuan Cheng |
| 2023 | UAI | SubMix: Learning to Mix Graph Sampling Heuristics. | Sami Abu-El-Haija, Joshua V. Dillon, Bahare Fatemi, Kyriakos Axiotis, Neslihan Bulut, Johannes Gasteiger, Bryan Perozzi, MohammadHossein Bateni |
| 2022 | KDD | GraphWorld: Fake Graphs Bring Real Insights for GNNs. | John Palowitch, Anton Tsitsulin, Brandon A. Mayer, Bryan Perozzi |
| 2021 | ICLR | Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning. | Elan Sopher Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan |
| 2021 | WWW | Pathfinder Discovery Networks for Neural Message Passing. | Benedek Rozemberczki, Peter Englert, Amol Kapoor, Martin Blais, Bryan Perozzi |
| 2020 | KDD | Scaling Graph Neural Networks with Approximate PageRank. | Aleksandar Bojchevski, Johannes Klicpera, Bryan Perozzi, Amol Kapoor, Martin Blais, Benedek Rzemberczki, Michal Lukasik, Stephan Gnnemann |
| 2020 | KDD | Grale: Designing Networks for Graph Learning. | Jonathan Halcrow, Alexandru Mosoi, Sam Ruth, Bryan Perozzi |
| 2020 | WWW | Graph Embedding with Personalized Context Distribution. | Di Huang, Zihao He, Yuzhong Huang, Kexuan Sun, Sami Abu-El-Haija, Bryan Perozzi, Kristina Lerman, Fred Morstatter, Aram Galstyan |
| 2020 | WWW | Just SLaQ When You Approximate: Accurate Spectral Distances for Web-Scale Graphs. | Anton Tsitsulin, Marina Munkhoeva, Bryan Perozzi |
| 2019 | ECIR | Social Relation Inference via Label Propagation. | Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena |
| 2019 | ICML | MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing. | Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan |
| 2019 | WWW | DDGK: Learning Graph Representations for Deep Divergence Graph Kernels. | Rami Al-Rfou, Bryan Perozzi, Dustin Zelle |
| 2019 | WWW | Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts. | Alessandro Epasto, Bryan Perozzi |
| 2019 | UAI | N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification. | Sami Abu-El-Haija, Amol Kapoor, Bryan Perozzi, Joonseok Lee |
| 2018 | AAAI | HARP: Hierarchical Representation Learning for Networks. | Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena |
| 2018 | CIKM | Enhanced Network Embeddings via Exploiting Edge Labels. | Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena |
| 2017 | CIKM | Learning Edge Representations via Low-Rank Asymmetric Projections. | Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou |
| 2017 | WWW | Ties That Bind: Characterizing Classes by Attributes and Social Ties. | Aria Rezaei, Bryan Perozzi, Leman Akoglu |
| 2016 | ICWSM | Freshman or Fresher? Quantifying the Geographic Variation of Language in Online Social Media. | Vivek Kulkarni, Bryan Perozzi, Steven Skiena |
| 2016 | KDD | When Recommendation Goes Wrong: Anomalous Link Discovery in Recommendation Networks. | Bryan Perozzi, Michael Schueppert, Jack Saalweachter, Mayur Thakur |
| 2016 | SDM | Scalable Anomaly Ranking of Attributed Neighborhoods. | Bryan Perozzi, Leman Akoglu |
| 2015 | WWW | Statistically Significant Detection of Linguistic Change. | Vivek Kulkarni, Rami Al-Rfou, Bryan Perozzi, Steven Skiena |
| 2015 | WWW | Exact Age Prediction in Social Networks. | Bryan Perozzi, Steven Skiena |
| 2015 | SDM | POLYGLOT-NER: Massive Multilingual Named Entity Recognition. | Rami Al-Rfou, Vivek Kulkarni, Bryan Perozzi, Steven Skiena |
| 2015 | SISAP | Vector-Based Similarity Measurements for Historical Figures. | Yanqing Chen, Bryan Perozzi, Steven Skiena |
| 2014 | KDD | DeepWalk: online learning of social representations. | Bryan Perozzi, Rami Al-Rfou, Steven Skiena |
| 2014 | KDD | Focused clustering and outlier detection in large attributed graphs. | Bryan Perozzi, Leman Akoglu, Patricia Iglesias Snchez, Emmanuel Mller |
| 2013 | CoNLL | Polyglot: Distributed Word Representations for Multilingual NLP. | Rami Al-Rfou', Bryan Perozzi, Steven Skiena |
| 2011 | ICDM | Finding the 'Needle': Locating Interesting Nodes Using the K-shortest Paths Algorithm in MapReduce. | Christopher McCubbin, Bryan Perozzi, Andrew Levine, Abdul Rahman |