Bruno Ribeiro
Department of Computer Science
Purdue University
West Lafayette, IN
ribeirob@purdue.edu
Curriculum Vitae [PDF]
Current Students
PhD
- Beatrice Bevilacqua
- Jincheng Zhou
- Yucheng Zhang
MSc
- Ipsit Mantri
Undergraduate
- Ritwik Jain
Former Students
PhD
- S Chandra Mouli (Ph.D. 2024, Applied Scientist @ Meta)
- Yangze Zhou (Ph.D. 2024, Applied Scientist @ Spotify)
- Jianfei Gao (Ph.D. 2023, Applied Scientist @ Amazon)
- Leonardo Cotta (Ph.D. 2022, Postdoctoral Fellow @ Vector Institute)
- Bala Srinivasan (Ph.D. 2022, Senior Applied Scientist and Tech Lead @ Amazon)
- Mayank Kakodkar (Ph.D. 2022, Applied Scientist @ Amazon)
- Ryan Murphy (Ph.D. 2021, Financial Industry Regulatory Authority)
Undergraduate
- Kevin Xia (now PhD student at Columbia)
- Jack Good (now PhD student at CMU)
Publications
See complete list at Google Scholar
2025
Kaiyuan Zhang, Siyuan Cheng, Guangyu Shen, Bruno Ribeiro, Shengwei An, Pin-Yu Chen, Xiangyu Zhang, Ninghui Li
CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling
NDSS, 2025
BibTex
@inproceedings{zhang2025censor,
title={CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling},
author={Zhang, Kaiyuan and Cheng, Siyuan and Shen, Guangyu and Ribeiro, Bruno and An, Shengwei and Chen, Pin-Yu and Zhang, Xiangyu and Li, Ninghui},
booktitle={Network and Distributed System Security Symposium},
year={2025}
}
2024
Krishna Sri Ipsit Mantri, Xinzhi Wang, Carola-Bibiane Scönlieb, Bruno Ribeiro, Beatrice Bevilacqua, Moshe Eliasof
DiGRAF: Diffeomorphic Graph-Adaptive Activation Function
NeurIPS, 2024
BibTex
@inproceedings{mantri2024digraf,
title={DiGRAF: Diffeomorphic Graph-Adaptive Activation Function},
author={Mantri, Krishna Sri Ipsit and Wang, Xinzhi and Scönlieb, Carola-Bibiane and Ribeiro, Bruno and Bevilacqua, Beatrice and Eliasof, Moshe},
booktitle={Advances in Neural Information Processing Systems},
year={2024}
}
Mikhail Galkin, Jincheng Zhou, Bruno Ribeiro, Jian Tang, Zhaocheng Zhu
A Foundation Model for Zero-shot Logical Query Reasoning
NeurIPS, 2024
BibTex
@inproceedings{galkin2024foundation,
title={A Foundation Model for Zero-shot Logical Query Reasoning},
author={Galkin, Mikhail and Zhou, Jincheng and Ribeiro, Bruno and Tang, Jian and Zhu, Zhaocheng},
booktitle={Advances in Neural Information Processing Systems},
year={2024}
}
Shirley Wu, Kaidi Cao, Bruno Ribeiro, James Zou, Jure Leskovec
GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts
NeurIPS, 2024
BibTex
@inproceedings{wu2024graphmetro,
title={GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts},
author={Wu, Shirley and Cao, Kaidi and Ribeiro, Bruno and Zou, James and Leskovec, Jure},
booktitle={Advances in Neural Information Processing Systems},
year={2024}
}
Abd AlRhman AlQiam, Yuanjun Yao, Zhaodong Wang, Satyajeet Singh Ahuja, Ying Zhang, Sanjay Rao, Bruno Ribeiro, Mohit Tawarmalani
Transferable Neural WAN TE for Changing Topologies
ACM SIGCOMM, 2024
BibTex
@inproceedings{alqiam2024transferable,
title={Transferable Neural WAN TE for Changing Topologies},
author={AlQiam, Abd AlRhman and Yao, Yuanjun and Wang, Zhaodong and Ahuja, Satyajeet Singh and Zhang, Ying and Rao, Sanjay and Ribeiro, Bruno and Tawarmalani, Mohit},
booktitle={ACM SIGCOMM},
year={2024}
}
Mai Elkady, Thu Bui, Bruno Ribeiro, David I. Inouye
Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions
UAI, 2024
PDF | BibTex
@inproceedings{elkady2024vertical,
title={Vertical Validation: Evaluating Implicit Generative Models for Graphs on Thin Support Regions},
author={Elkady, Mai and Bui, Thu and Ribeiro, Bruno and Inouye, David I.},
booktitle={Conference on Uncertainty in Artificial Intelligence},
year={2024}
}
Jiacheng Li, Ninghui Li, Bruno Ribeiro
MIST: Defending Against Membership Inference Attacks Through Membership-Invariant Subspace Training
USENIX Security, 2024
BibTex | arXiv
@inproceedings{li2024mist,
title={MIST: Defending Against Membership Inference Attacks Through Membership-Invariant Subspace Training},
author={Li, Jiacheng and Li, Ninghui and Ribeiro, Bruno},
booktitle={USENIX Security Symposium},
year={2024}
}
S Chandra Mouli, Muhammad Alam, Bruno Ribeiro
MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning
ICLR, 2024 (spotlight)
BibTex | arXiv
@inproceedings{mouli2024metaphysica,
title={MetaPhysiCa: Improving OOD Robustness in Physics-informed Machine Learning},
author={Mouli, S Chandra and Alam, Muhammad and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2024}
}
Beatrice Bevilacqua, Moshe Eliasof, Eli Meirom, Bruno Ribeiro, Haggai Maron
Efficient Subgraph GNNs by Learning Effective Selection Policies
ICLR, 2024
BibTex | arXiv
@inproceedings{bevilacqua2024efficient,
title={Efficient Subgraph GNNs by Learning Effective Selection Policies},
author={Bevilacqua, Beatrice and Eliasof, Moshe and Meirom, Eli and Ribeiro, Bruno and Maron, Haggai},
booktitle={International Conference on Learning Representations},
year={2024}
}
2023
Jianfei Gao, Yangze Zhou, Jincheng Zhou, Bruno Ribeiro
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
arXiv:2302.01313
BibTex | arXiv
@article{gao2023double,
title={Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types},
author={Gao, Jianfei and Zhou, Yangze and Zhou, Jincheng and Ribeiro, Bruno},
journal={arXiv preprint arXiv:2302.01313},
year={2023}
}
Leonardo Cotta, Beatrice Bevilacqua, Nesreen Ahmed, Bruno Ribeiro
Causal Lifting and Link Prediction
Proceedings of the Royal Society A, 2023
BibTex | Paper
@article{cotta2023causal,
title={Causal Lifting and Link Prediction},
author={Cotta, Leonardo and Bevilacqua, Beatrice and Ahmed, Nesreen and Ribeiro, Bruno},
journal={Proceedings of the Royal Society A},
year={2023}
}
Chandan Botha, Jianfei Gao, Sanjay Rao, Bruno Ribeiro
Veritas: Answering Causal Queries from Video Streaming Traces
ACM SIGCOMM, 2023
BibTex
@inproceedings{botha2023veritas,
title={Veritas: Answering Causal Queries from Video Streaming Traces},
author={Botha, Chandan and Gao, Jianfei and Rao, Sanjay and Ribeiro, Bruno},
booktitle={ACM SIGCOMM},
year={2023}
}
Jiacheng Li, Ninghui Li, Bruno Ribeiro
Effective passive membership inference attacks in federated learning against overparameterized models
ICLR, 2023
BibTex | Paper
@inproceedings{li2023effective,
title={Effective passive membership inference attacks in federated learning against overparameterized models},
author={Li, Jiacheng and Li, Ninghui and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2023}
}
2022
Yun Seong Nam, Jianfei Gao, Chandan Bothra, Ehab Ghabashneh, Sanjay Rao, Bruno Ribeiro, Jibin Zhan, Hui Zhang
Xatu: Richer Neural Network Based Prediction for Video Streaming
SIGMETRICS, 2022
BibTex | Paper
@inproceedings{nam2022xatu,
title={Xatu: Richer Neural Network Based Prediction for Video Streaming},
author={Nam, Yun Seong and Gao, Jianfei and Bothra, Chandan and Ghabashneh, Ehab and Rao, Sanjay and Ribeiro, Bruno and Zhan, Jibin and Zhang, Hui},
booktitle={SIGMETRICS},
year={2022}
}
Yangze Zhou, Gitta Kutyniok, Bruno Ribeiro
OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs
NeurIPS, 2022
BibTex | arXiv
@inproceedings{zhou2022ood,
title={OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs},
author={Zhou, Yangze and Kutyniok, Gitta and Ribeiro, Bruno},
booktitle={Advances in Neural Information Processing Systems},
year={2022}
}
S Chandra Mouli, Yangze Zhou, Bruno Ribeiro
Bias Challenges in Counterfactual Data Augmentation
UAI Workshop on Causal Representation Learning, 2022
BibTex | arXiv
@inproceedings{mouli2022bias,
title={Bias Challenges in Counterfactual Data Augmentation},
author={Mouli, S Chandra and Zhou, Yangze and Ribeiro, Bruno},
booktitle={UAI Workshop on Causal Representation Learning},
year={2022}
}
Jianfei Gao, Bruno Ribeiro
On the Equivalence Between Temporal and Static Equivariant Graph Representations
ICML, 2022
BibTex | Paper
@inproceedings{gao2022equivalence,
title={On the Equivalence Between Temporal and Static Equivariant Graph Representations},
author={Gao, Jianfei and Ribeiro, Bruno},
booktitle={International Conference on Machine Learning},
year={2022}
}
S. Chandra Mouli, Bruno Ribeiro
Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks
ICLR, 2022 (Oral)
BibTex | Paper
@inproceedings{mouli2022asymmetry,
title={Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks},
author={Mouli, S Chandra and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2022}
}
Carlos HC Teixeira, Mayank Kakodkar, Vinícius Dias, Wagner Meira, Bruno Ribeiro
Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation
Data Mining and Knowledge Discovery, 2022
BibTex | Paper
@article{teixeira2022sequential,
title={Sequential stratified regeneration: MCMC for large state spaces with an application to subgraph count estimation},
author={Teixeira, Carlos HC and Kakodkar, Mayank and Dias, Vinícius and Meira, Wagner and Ribeiro, Bruno},
journal={Data Mining and Knowledge Discovery},
year={2022}
}
Lisette Espín-Noboa, Fariba Karimi, Bruno Ribeiro, Kristina Lerman, Claudia Wagner
Explaining classification performance and bias via network structure and sampling technique
Applied Network Science, 2022
BibTex | Paper
@article{espin2022explaining,
title={Explaining classification performance and bias via network structure and sampling technique},
author={Espín-Noboa, Lisette and Karimi, Fariba and Ribeiro, Bruno and Lerman, Kristina and Wagner, Claudia},
journal={Applied Network Science},
year={2022}
}
2021
Leonardo Cotta, Christopher Morris, Bruno Ribeiro
Reconstruction for Powerful Graph Representations
NeurIPS, 2021
BibTex | arXiv | Code
@inproceedings{cotta2021reconstruction,
title={Reconstruction for Powerful Graph Representations},
author={Cotta, Leonardo and Morris, Christopher and Ribeiro, Bruno},
booktitle={Advances in Neural Information Processing Systems},
year={2021}
}
Beatrice Bevilacqua, Yangze Zhou, Bruno Ribeiro
Size-Invariant Graph Representations for Graph Classification Extrapolations
ICML, 2021 (Long Talk)
BibTex | arXiv | Code
@inproceedings{bevilacqua2021size,
title={Size-Invariant Graph Representations for Graph Classification Extrapolations},
author={Bevilacqua, Beatrice and Zhou, Yangze and Ribeiro, Bruno},
booktitle={International Conference on Machine Learning},
year={2021}
}
Mengyue Hang, Jennifer Neville, Bruno Ribeiro
A Collective Learning Framework to Boost GNN Expressiveness
ICML, 2021
BibTex | arXiv
@inproceedings{hang2021collective,
title={A Collective Learning Framework to Boost GNN Expressiveness},
author={Hang, Mengyue and Neville, Jennifer and Ribeiro, Bruno},
booktitle={International Conference on Machine Learning},
year={2021}
}
S Chandra Mouli, Bruno Ribeiro
Neural Networks for Learning Counterfactual G-Invariances from Single Environments
ICLR, 2021
BibTex
@inproceedings{mouli2021neural,
title={Neural Networks for Learning Counterfactual G-Invariances from Single Environments},
author={Mouli, S Chandra and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2021}
}
Mohsen Minaei, S Chandra Mouli, Mainack Mondal, Bruno Ribeiro, Aniket Kate
Deceptive Deletions for Protecting Withdrawn Posts on Social Media Platform
NDSS, 2021
BibTex
@inproceedings{minaei2021deceptive,
title={Deceptive Deletions for Protecting Withdrawn Posts on Social Media Platform},
author={Minaei, Mohsen and Mouli, S Chandra and Mondal, Mainack and Ribeiro, Bruno and Kate, Aniket},
booktitle={Network and Distributed System Security Symposium},
year={2021}
}
Jiacheng Li, Ninghui Li, Bruno Ribeiro
Membership Inference Attacks and Defenses in Classification Models
ACM CODASPY, 2021 (Best Paper Award) 🏆
BibTeX
@inproceedings{li2021membership,
title={Membership Inference Attacks and Defenses in Classification Models},
author={Li, Jiacheng and Li, Ninghui and Ribeiro, Bruno},
booktitle={Proceedings of the Eleventh ACM Conference on Data and Application Security and Privacy},
pages={5--16},
year={2021}
}
2020
Leonardo Cotta, Carlos H. C. Teixeira, Ananthram Swami, Bruno Ribeiro
Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models
NeurIPS, 2020
BibTex | arXiv
@inproceedings{cotta2020unsupervised,
title={Unsupervised Joint k-node Graph Representations with Compositional Energy-Based Models},
author={Cotta, Leonardo and Teixeira, Carlos H. C. and Swami, Ananthram and Ribeiro, Bruno},
booktitle={Advances in Neural Information Processing Systems},
year={2020}
}
Amit Sheoran, Sonia Fahmy, Matthew Osinski, Chunyi Peng, Bruno Ribeiro, Jia Wang
Experience: towards automated customer issue resolution in cellular networks
MOBICOM, 2020
BibTex | Paper
@inproceedings{sheoran2020experience,
title={Experience: towards automated customer issue resolution in cellular networks},
author={Sheoran, Amit and Fahmy, Sonia and Osinski, Matthew and Peng, Chunyi and Ribeiro, Bruno and Wang, Jia},
booktitle={Proceedings of the Annual International Conference on Mobile Computing and Networking},
year={2020}
}
P. C. Sruthi, Sanjay Rao, Bruno Ribeiro
Pitfalls of data-driven networking: A case study of latent causal confounders in video streaming
ACM SIGCOMM Workshop on Network Meets AI & ML (NetAI), 2020
BibTex | Paper
@inproceedings{sruthi2020pitfalls,
title={Pitfalls of data-driven networking: A case study of latent causal confounders in video streaming},
author={Sruthi, P. C. and Rao, Sanjay and Ribeiro, Bruno},
booktitle={ACM SIGCOMM Workshop on Network Meets AI \& ML (NetAI)},
year={2020}
}
Balasubramaniam Srinivasan, Bruno Ribeiro
On the Equivalence between Positional Node Embeddings and Structural Graph Representations
ICLR, 2020
BibTex | arXiv
@inproceedings{srinivasan2020equivalence,
title={On the Equivalence between Positional Node Embeddings and Structural Graph Representations},
author={Srinivasan, Balasubramaniam and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2020}
}
Jianfei Gao, Mohamed A. Zahran, Amit Sheoran, Sonia Fahmy, Bruno Ribeiro
Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations
AAAI, 2020
BibTex | arXiv
@inproceedings{gao2020infinity,
title={Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations},
author={Gao, Jianfei and Zahran, Mohamed A. and Sheoran, Amit and Fahmy, Sonia and Ribeiro, Bruno},
booktitle={AAAI Conference on Artificial Intelligence},
year={2020}
}
2019
Changping Meng, Jiasen Yang, Bruno Ribeiro, Jennifer Neville
HATS: A Hierarchical Sequence-Attention Framework for Inductive Set-of-Sets Embeddings
KDD, 2019
BibTex | Paper
@inproceedings{meng2019hats,
title={HATS: A Hierarchical Sequence-Attention Framework for Inductive Set-of-Sets Embeddings},
author={Meng, Changping and Yang, Jiasen and Ribeiro, Bruno and Neville, Jennifer},
booktitle={Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
year={2019}
}
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak Rao, Bruno Ribeiro
Relational Pooling for Graph Representations
ICML, 2019
BibTex | arXiv
@inproceedings{murphy2019relational,
title={Relational Pooling for Graph Representations},
author={Murphy, Ryan L. and Srinivasan, Balasubramaniam and Rao, Vinayak and Ribeiro, Bruno},
booktitle={International Conference on Machine Learning},
year={2019}
}
Ryan L. Murphy, Balasubramaniam Srinivasan, Vinayak Rao, Bruno Ribeiro
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs
ICLR, 2019
BibTex | arXiv
@inproceedings{murphy2019janossy,
title={Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs},
author={Murphy, Ryan L. and Srinivasan, Balasubramaniam and Rao, Vinayak and Ribeiro, Bruno},
booktitle={International Conference on Learning Representations},
year={2019}
}
Leonardo Teixeira, Brian Jalaian, Bruno Ribeiro
Are Graph Neural Networks Miscalibrated?
Learning and Reasoning with Graph-Structured Representations Workshop @ ICML (Spotlight), 2019
BibTex | arXiv
@inproceedings{teixeira2019graph,
title={Are Graph Neural Networks Miscalibrated?},
author={Teixeira, Leonardo and Jalaian, Brian and Ribeiro, Bruno},
booktitle={Learning and Reasoning with Graph-Structured Representations Workshop at ICML},
year={2019}
}
Guangyu Li, Yong Liu, Bruno Ribeiro, Hao Ding
On group popularity prediction in event-based social networks
IEEE Transactions on Network Science and Engineering, 2019
BibTex | Paper
@article{li2019group,
title={On group popularity prediction in event-based social networks},
author={Li, Guangyu and Liu, Yong and Ribeiro, Bruno and Ding, Hao},
journal={IEEE Transactions on Network Science and Engineering},
year={2019}
}
Fabricio Murai, Bruno Ribeiro, Don Towlsey, Pinghui Wang
Characterizing directed and undirected networks via multidimensional walks with jumps
ACM Transactions on Knowledge Discovery from Data (TKDD), 2019
BibTex | arXiv
@article{murai2019characterizing,
title={Characterizing directed and undirected networks via multidimensional walks with jumps},
author={Murai, Fabricio and Ribeiro, Bruno and Towlsey, Don and Wang, Pinghui},
journal={ACM Transactions on Knowledge Discovery from Data},
year={2019}
}
S Chandra Mouli, Leonardo Teixeira, Jennifer Neville, Bruno Ribeiro
Deep Lifetime Clustering
arXiv:1910.00547, 2019
BibTex | arXiv
@article{mouli2019deep,
title={Deep Lifetime Clustering},
author={Mouli, S Chandra and Teixeira, Leonardo and Neville, Jennifer and Ribeiro, Bruno},
journal={arXiv preprint arXiv:1910.00547},
year={2019}
}
2018
Pedro Savarese, Mayank Kakodar, Bruno Ribeiro
From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training through Stopping Sets
AAAI, 2018
BibTex | arXiv
@inproceedings{savarese2018monte,
title={From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training through Stopping Sets},
author={Savarese, Pedro and Kakodar, Mayank and Ribeiro, Bruno},
booktitle={AAAI Conference on Artificial Intelligence},
year={2018}
}
Jason Meng, Chandra S. Mouli, Bruno Ribeiro, Jennifer Neville
Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction
AAAI, 2018
BibTex | Code
@inproceedings{meng2018subgraph,
title={Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction},
author={Meng, Jason and Mouli, Chandra S. and Ribeiro, Bruno and Neville, Jennifer},
booktitle={AAAI Conference on Artificial Intelligence},
year={2018}
}
Carlos Teixeira, Leonardo Cotta, Bruno Ribeiro, Wagner Meira Jr.
Graph Pattern Mining and Learning through User-defined Relations
ICDM, 2018
BibTex | arXiv
@inproceedings{teixeira2018graph,
title={Graph Pattern Mining and Learning through User-defined Relations},
author={Teixeira, Carlos and Cotta, Leonardo and Ribeiro, Bruno and Meira Jr., Wagner},
booktitle={IEEE International Conference on Data Mining},
year={2018}
}
Zahaib Akhtar, Yun Seong Nam, Ramesh Govindan, Sanjay Rao, Jessica Chen, Ethan Katz-Bassett, Bruno Ribeiro, Jibin Zhan, Hui Zhang
Oboe: auto-tuning video ABR algorithms to network conditions
SIGCOMM, 2018
BibTex | Paper
@inproceedings{akhtar2018oboe,
title={Oboe: auto-tuning video ABR algorithms to network conditions},
author={Akhtar, Zahaib and Nam, Yun Seong and Govindan, Ramesh and Rao, Sanjay and Chen, Jessica and Katz-Bassett, Ethan and Ribeiro, Bruno and Zhan, Jibin and Zhang, Hui},
booktitle={ACM SIGCOMM},
year={2018}
}
Guangyu Li, Yong Liu, Bruno Ribeiro, Hao Ding
On Group Popularity Prediction in Event-Based Social Networks
ICWSM, 2018
BibTex | Paper
@inproceedings{li2018group,
title={On Group Popularity Prediction in Event-Based Social Networks},
author={Li, Guangyu and Liu, Yong and Ribeiro, Bruno and Ding, Hao},
booktitle={International AAAI Conference on Web and Social Media},
year={2018}
}
Mohamed S Hassan, Bruno Ribeiro, Walid G Aref
SBG-sketch: a self-balanced sketch for labeled-graph stream summarization
ICSSDM, 2018
BibTex | arXiv
@inproceedings{hassan2018sbg,
title={SBG-sketch: a self-balanced sketch for labeled-graph stream summarization},
author={Hassan, Mohamed S and Ribeiro, Bruno and Aref, Walid G},
booktitle={International Conference on Scientific and Statistical Database Management},
year={2018}
}
Pinghui Wang, Junzhou Zhao, Bruno Ribeiro, John C.S. Lui, Don Towsley, Xiaohong Guan
Practical Characterization of Large Networks Using Neighborhood Information
Knowledge and Information Systems, 2018
BibTex
@article{wang2018practical,
title={Practical Characterization of Large Networks Using Neighborhood Information},
author={Wang, Pinghui and Zhao, Junzhou and Ribeiro, Bruno and Lui, John C.S. and Towsley, Don and Guan, Xiaohong},
journal={Knowledge and Information Systems},
year={2018}
}
2017
Fabricio Murai, Diogo Rennó, Bruno Ribeiro, Gisele L. Pappa, Don Towsley, Krista Gile
Selective Harvesting over Networks
Data Mining and Knowledge Discovery, 2017
BibTex | arXiv
@article{murai2017selective,
title={Selective Harvesting over Networks},
author={Murai, Fabricio and Rennó, Diogo and Ribeiro, Bruno and Pappa, Gisele L. and Towsley, Don and Gile, Krista},
journal={Data Mining and Knowledge Discovery},
year={2017}
}
Jiasen Yang, Bruno Ribeiro, Jennifer Neville
Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls
UAI Workshop on Statistical Relational AI, 2017
BibTex | arXiv
@inproceedings{yang2017stochastic,
title={Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls},
author={Yang, Jiasen and Ribeiro, Bruno and Neville, Jennifer},
booktitle={UAI Workshop on Statistical Relational AI},
year={2017}
}
Jiasen Yang, Bruno Ribeiro, Jennifer Neville
Should We Be Confident in Peer Effects Estimated from Partial Crawls of Social Networks?
ICWSM (Poster), 2017
BibTex | Paper
@inproceedings{yang2017should,
title={Should We Be Confident in Peer Effects Estimated from Partial Crawls of Social Networks?},
author={Yang, Jiasen and Ribeiro, Bruno and Neville, Jennifer},
booktitle={International AAAI Conference on Web and Social Media},
year={2017}
}
Kun Tu, Bruno Ribeiro, Ananthram Swami, Don Towsley
Temporal Clustering in time-varying Networks with Time Series Analysis
NIPS Time Series Workshop, 2017
BibTex
@inproceedings{tu2017temporal,
title={Temporal Clustering in time-varying Networks with Time Series Analysis},
author={Tu, Kun and Ribeiro, Bruno and Swami, Ananthram and Towsley, Don},
booktitle={NIPS Time Series Workshop},
year={2017}
}
Mohamed S. Hassan, Bruno Ribeiro, Walid G. Aref
SBG-Sketch: A Self-Balanced Sketch for Labeled-Graph Stream Summarization
arXiv preprint, 2017
BibTex | arXiv
@article{hassan2017sbg,
title={SBG-Sketch: A Self-Balanced Sketch for Labeled-Graph Stream Summarization},
author={Hassan, Mohamed S. and Ribeiro, Bruno and Aref, Walid G.},
journal={arXiv preprint arXiv:1709.06723},
year={2017}
}
2016
Flavio Figueiredo, Bruno Ribeiro, Jussara Almeida, Christos Faloutsos
TribeFlow: Mining & Predicting User Trajectories
ACM International Conference on World Wide Web (WWW), 2016
BibTex | Code | arXiv
@inproceedings{figueiredo2016tribeflow,
title={TribeFlow: Mining \& Predicting User Trajectories},
author={Figueiredo, Flavio and Ribeiro, Bruno and Almeida, Jussara and Faloutsos, Christos},
booktitle={International Conference on World Wide Web},
year={2016}
}
Bo Jiang, Daniel R. Figueiredo, Bruno Ribeiro, Don Towsley
On the Duration and Intensity of Competitions in Nonlinear Polya Urn Processes with Fitness
ACM SIGMETRICS, 2016 (Best Paper Award) 🏆
BibTex
@inproceedings{jiang2016duration,
title={On the Duration and Intensity of Competitions in Nonlinear Polya Urn Processes with Fitness},
author={Jiang, Bo and Figueiredo, Daniel R. and Ribeiro, Bruno and Towsley, Don},
booktitle={ACM SIGMETRICS},
year={2016}
}
Konstantin Avrachenkov, Bruno Ribeiro, Jithin K. Sreedharan
Inference in OSNs via Lightweight Partial Crawls
ACM SIGMETRICS, 2016
BibTex | arXiv
@inproceedings{avrachenkov2016inference,
title={Inference in OSNs via Lightweight Partial Crawls},
author={Avrachenkov, Konstantin and Ribeiro, Bruno and Sreedharan, Jithin K.},
booktitle={ACM SIGMETRICS},
year={2016}
}
Flavio Figueiredo, Bruno Ribeiro, Jussara M. Almeida, Christos Faloutsos
A Summary of the TribeFlow Model for Music Discovery Applications
ICML Workshop on Machine Learning for Music Discovery (Invited), 2016
BibTex
@inproceedings{figueiredo2016summary,
title={A Summary of the TribeFlow Model for Music Discovery Applications},
author={Figueiredo, Flavio and Ribeiro, Bruno and Almeida, Jussara M. and Faloutsos, Christos},
booktitle={ICML Workshop on Machine Learning for Music Discovery},
year={2016}
}
Flavio Figueiredo, Bruno Ribeiro, Christos Faloutsos, Nazareno Andrade, Jussara M. Almeida
Mining Online Music Listening Trajectories
ISMIR: International Symposium/Conference on Music Information Retrieval, 2016
BibTex
@inproceedings{figueiredo2016mining,
title={Mining Online Music Listening Trajectories},
author={Figueiredo, Flavio and Ribeiro, Bruno and Faloutsos, Christos and Andrade, Nazareno and Almeida, Jussara M.},
booktitle={International Society for Music Information Retrieval Conference},
year={2016}
}
2015
Bruno Ribeiro, Minh Hoang, Ambuj Singh
Beyond Models: Forecasting Complex Network Processes Directly from Data
ACM International Conference on World Wide Web (WWW), 2015
BibTex | Code
@inproceedings{ribeiro2015beyond,
title={Beyond Models: Forecasting Complex Network Processes Directly from Data},
author={Ribeiro, Bruno and Hoang, Minh and Singh, Ambuj},
booktitle={International Conference on World Wide Web},
year={2015}
}
Bruno Ribeiro, Christos Faloutsos
Modeling Website Popularity Competition in the Attention-Activity Marketplace
ACM International Conference on Web Search and Data (WSDM), 2015
BibTex | arXiv
@inproceedings{ribeiro2015modeling,
title={Modeling Website Popularity Competition in the Attention-Activity Marketplace},
author={Ribeiro, Bruno and Faloutsos, Christos},
booktitle={ACM International Conference on Web Search and Data Mining},
year={2015}
}
Bo Jiang, Liyuan Sun, Daniel R Figueiredo, Bruno Ribeiro, Don Towsley
On the duration and intensity of cumulative advantage competitions
Journal of Statistical Mechanics: Theory and Experiment, 2015
BibTex
@article{jiang2015duration,
title={On the duration and intensity of cumulative advantage competitions},
author={Jiang, Bo and Sun, Liyuan and Figueiredo, Daniel R and Ribeiro, Bruno and Towsley, Don},
journal={Journal of Statistical Mechanics: Theory and Experiment},
year={2015}
}
2014
Pinghui Wang, John C.S. Lui, Bruno Ribeiro, Don Towsley, Junzhou Zhao, Xiaohong Guan
Efficiently Estimating Motif Statistics of Large Networks
ACM Transactions on Knowledge Discovery from Data (TKDD), 2014
BibTex | arXiv
@article{wang2014efficiently,
title={Efficiently Estimating Motif Statistics of Large Networks},
author={Wang, Pinghui and Lui, John C.S. and Ribeiro, Bruno and Towsley, Don and Zhao, Junzhou and Guan, Xiaohong},
journal={ACM Transactions on Knowledge Discovery from Data},
year={2014}
}
Ting-Kai Huang, Bruno Ribeiro, Harsha V. Madhyastha, Michalis Faloutsos
The Socio-monetary Incentives of Online Social Network Malware Campaigns
ACM Conference on Online Social Networks (COSN), 2014
BibTex
@inproceedings{huang2014socio,
title={The Socio-monetary Incentives of Online Social Network Malware Campaigns},
author={Huang, Ting-Kai and Ribeiro, Bruno and Madhyastha, Harsha V. and Faloutsos, Michalis},
booktitle={ACM Conference on Online Social Networks},
year={2014}
}
Flavio Figueiredo, Jussara M Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries
ECML/PKDD, 2014
BibTex | arXiv
@inproceedings{figueiredo2014revisit,
title={Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries},
author={Figueiredo, Flavio and Almeida, Jussara M and Matsubara, Yasuko and Ribeiro, Bruno and Faloutsos, Christos},
booktitle={European Conference on Machine Learning and Knowledge Discovery in Databases},
year={2014}
}
Bruno Ribeiro
Modeling and Predicting the Growth and Death of Membership-based Websites
International Conference on World Wide Web (WWW), 2014
BibTex | arXiv
@inproceedings{ribeiro2014modeling,
title={Modeling and Predicting the Growth and Death of Membership-based Websites},
author={Ribeiro, Bruno},
booktitle={International Conference on World Wide Web},
year={2014}
}
K. Avrachenkov, P. Basu, G. Neglia, B. Ribeiro*, D. Towsley
Pay Few, Influence Most: Online Myopic Network Covering
IEEE NetSciCom Workshop, 2014 (Best Paper Award) 🏆
BibTex | arXiv
@inproceedings{avrachenkov2014pay,
title={Pay Few, Influence Most: Online Myopic Network Covering},
author={Avrachenkov, K. and Basu, P. and Neglia, G. and Ribeiro, B. and Towsley, D.},
booktitle={IEEE NetSciCom Workshop},
year={2014}
}
Bo Jiang, Liyuan Sun, Daniel R. Figueiredo, Bruno Ribeiro, Don Towsley
On the duration and intensity of cumulative advantage competitions and the struggle of the fittest
arXiv, 2014
BibTex | arXiv
@article{jiang2014duration,
title={On the duration and intensity of cumulative advantage competitions and the struggle of the fittest},
author={Jiang, Bo and Sun, Liyuan and Figueiredo, Daniel R. and Ribeiro, Bruno and Towsley, Don},
journal={arXiv preprint arXiv:1402.4536},
year={2014}
}
Peng Xia, Kun Tu, Bruno Ribeiro, Hua Jiang, Xiaodong Wang, Cindy Chen, Benyuan Liu, Don Towsley
Who is Dating Whom: Characterizing User Behaviors of a Large Online Dating Site
Social Network Analysis – Community Detection and Evolution, Springer, 2014
BibTex | arXiv
@incollection{xia2014dating,
title={Who is Dating Whom: Characterizing User Behaviors of a Large Online Dating Site},
author={Xia, Peng and Tu, Kun and Ribeiro, Bruno and Jiang, Hua and Wang, Xiaodong and Chen, Cindy and Liu, Benyuan and Towsley, Don},
booktitle={Social Network Analysis - Community Detection and Evolution},
publisher={Springer},
year={2014}
}
Kun Tu, Bruno Ribeiro, H. Jiang, X. Wang, David Jensen, Benyuan Liu, Don Towsley
Online Dating Recommendations: Matching Markets and Learning Preferences
5th International Workshop on Social Recommender Systems (SRS) @ WWW, 2014
BibTex | arXiv
@inproceedings{tu2014online,
title={Online Dating Recommendations: Matching Markets and Learning Preferences},
author={Tu, Kun and Ribeiro, Bruno and Jiang, H. and Wang, X. and Jensen, David and Liu, Benyuan and Towsley, Don},
booktitle={International Workshop on Social Recommender Systems},
year={2014}
}
Yeon-sup Lim, Bruno Ribeiro, Don Towsley
Classifying Latent Infection States in Complex Networks
SIMPLEX Workshop @ WWW, 2014
BibTex | arXiv
@inproceedings{lim2014classifying,
title={Classifying Latent Infection States in Complex Networks},
author={Lim, Yeon-sup and Ribeiro, Bruno and Towsley, Don},
booktitle={SIMPLEX Workshop at WWW},
year={2014}
}
James Atwood, Bruno Ribeiro, Don Towsley
Efficient Network Generation Under General Preferential Attachment
SIMPLEX Workshop @ WWW, 2014
BibTex | arXiv | Code
@inproceedings{atwood2014efficient,
title={Efficient Network Generation Under General Preferential Attachment},
author={Atwood, James and Ribeiro, Bruno and Towsley, Don},
booktitle={SIMPLEX Workshop at WWW},
year={2014}
}
2013
Bruno Ribeiro, Nicola Perra, Andrea Baronchelli
Quantifying the Effect of Temporal Resolution on Time-varying Networks
Scientific Reports, 2013
BibTex | arXiv
@article{ribeiro2013quantifying,
title={Quantifying the Effect of Temporal Resolution on Time-varying Networks},
author={Ribeiro, Bruno and Perra, Nicola and Baronchelli, Andrea},
journal={Scientific Reports},
year={2013}
}
Peng Xia, Bruno Ribeiro, Cindy Chen, Benyuan Liu, Don Towsley
A Study of User Behavior on an Online Dating Site
ASONAM (Short Paper), 2013
BibTex
@inproceedings{xia2013study,
title={A Study of User Behavior on an Online Dating Site},
author={Xia, Peng and Ribeiro, Bruno and Chen, Cindy and Liu, Benyuan and Towsley, Don},
booktitle={International Conference on Advances in Social Networks Analysis and Mining},
year={2013}
}
Ting-Kai Huang, Md Sazzadur Rahman, Harsha V. Madhyastha, Michalis Faloutsos, Bruno Ribeiro
An Analysis of Socware Cascades in Online Social Networks
WWW, 2013
BibTex
@inproceedings{huang2013analysis,
title={An Analysis of Socware Cascades in Online Social Networks},
author={Huang, Ting-Kai and Rahman, Md Sazzadur and Madhyastha, Harsha V. and Faloutsos, Michalis and Ribeiro, Bruno},
booktitle={International Conference on World Wide Web},
year={2013}
}
Fabricio Murai, Bruno Ribeiro, Don Towsley, Krista Gile
Characterizing Branching Processes from Sampled Data
SIMPLEX Workshop @ WWW, 2013
BibTex | arXiv
@inproceedings{murai2013characterizing,
title={Characterizing Branching Processes from Sampled Data},
author={Murai, Fabricio and Ribeiro, Bruno and Towsley, Don and Gile, Krista},
booktitle={SIMPLEX Workshop at WWW},
year={2013}
}
F. Murai, B. Ribeiro, D. Towsley, P. Wang
On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling
IEEE Journal on Selected Areas in Communications (Special Issue on Network Science), 2013
BibTex | arXiv
@article{murai2013set,
title={On Set Size Distribution Estimation and the Characterization of Large Networks via Sampling},
author={Murai, F. and Ribeiro, B. and Towsley, D. and Wang, P.},
journal={IEEE Journal on Selected Areas in Communications},
year={2013}
}
2012
D. Figueiredo, P. Nain, B. Ribeiro*, E. de Souza e Silva, D. Towsley
Characterizing Continuous Time Random Walks on Time-varying Graphs
SIGMETRICS, 2012
BibTex | arXiv
@inproceedings{figueiredo2012characterizing,
title={Characterizing Continuous Time Random Walks on Time-varying Graphs},
author={Figueiredo, D. and Nain, P. and Ribeiro, B. and de Souza e Silva, E. and Towsley, D.},
booktitle={ACM SIGMETRICS},
year={2012}
}
Bruno Ribeiro, Prithwish Basu, Don Towsley
Multiple Random Walks to Uncover Short Paths in Power Law Networks
IEEE INFOCOM NetSciCom, 2012
BibTex
@inproceedings{ribeiro2012multiple,
title={Multiple Random Walks to Uncover Short Paths in Power Law Networks},
author={Ribeiro, Bruno and Basu, Prithwish and Towsley, Don},
booktitle={IEEE INFOCOM NetSciCom Workshop},
year={2012}
}
Bruno Ribeiro, Don Towsley
On the Estimation Accuracy of Degree Distributions from Graph Sampling
IEEE Conference on Decision and Control (Invited), 2012
BibTex
@inproceedings{ribeiro2012estimation,
title={On the Estimation Accuracy of Degree Distributions from Graph Sampling},
author={Ribeiro, Bruno and Towsley, Don},
booktitle={IEEE Conference on Decision and Control},
year={2012}
}
Bruno Ribeiro, Pinghui Wang, Fabricio Murai, Don Towsley
Sampling Directed Graphs with Random Walks
INFOCOM, 2012
BibTex
@inproceedings{ribeiro2012sampling,
title={Sampling Directed Graphs with Random Walks},
author={Ribeiro, Bruno and Wang, Pinghui and Murai, Fabricio and Towsley, Don},
booktitle={IEEE INFOCOM},
year={2012}
}
2011
Y. Lim, D. S. Menasche, B. Ribeiro, D. Towsley, P. Basu
Online estimating the k central nodes of a network
IEEE Network Science Workshop (NSW), 2011
BibTex
@inproceedings{lim2011online,
title={Online estimating the k central nodes of a network},
author={Lim, Y. and Menasche, D. S. and Ribeiro, B. and Towsley, D. and Basu, P.},
booktitle={IEEE Network Science Workshop},
year={2011}
}
Bruno Ribeiro, Daniel Figueiredo, Edmundo de Souza e Silva, Don Towsley
Characterizing Dynamic Graphs with Continuous-time Random Walks
SIGMETRICS, 2011
BibTex
@inproceedings{ribeiro2011characterizing,
title={Characterizing Dynamic Graphs with Continuous-time Random Walks},
author={Ribeiro, Bruno and Figueiredo, Daniel and de Souza e Silva, Edmundo and Towsley, Don},
booktitle={ACM SIGMETRICS},
year={2011}
}
2010
Konstantin Avrachenkov, Bruno Ribeiro, Don Towsley
Improving Random Walk Estimation Accuracy with Uniform Restarts
Workshop on Algorithms and Models for the Web Graph (WAW), 2010
BibTex
@inproceedings{avrachenkov2010improving,
title={Improving Random Walk Estimation Accuracy with Uniform Restarts},
author={Avrachenkov, Konstantin and Ribeiro, Bruno and Towsley, Don},
booktitle={Workshop on Algorithms and Models for the Web Graph},
year={2010}
}
William Gauvin, Bruno Ribeiro, Benyuan Liu, Don Towsley, Jie Wang
Measurement and Gender-Specific Analysis of User Publishing Characteristics on MySpace
IEEE Network Special Issue on Online Social Networks, 2010
BibTex
@article{gauvin2010measurement,
title={Measurement and Gender-Specific Analysis of User Publishing Characteristics on MySpace},
author={Gauvin, William and Ribeiro, Bruno and Liu, Benyuan and Towsley, Don and Wang, Jie},
journal={IEEE Network},
year={2010}
}
Bruno Ribeiro, Don Towsley
Estimating and Sampling Graphs with Multidimensional Random Walks
ACM SIGCOMM Internet Measurement Conference, 2010
BibTex
@inproceedings{ribeiro2010estimating,
title={Estimating and Sampling Graphs with Multidimensional Random Walks},
author={Ribeiro, Bruno and Towsley, Don},
booktitle={ACM SIGCOMM Internet Measurement Conference},
year={2010}
}
Bruno Ribeiro, William Gauvin, Benyuan Liu, Don Towsley
On MySpace Account Spans and Double Pareto-Like Distribution of Friends
IEEE Infocom Network Science Workshop, 2010
BibTex
@inproceedings{ribeiro2010myspace,
title={On MySpace Account Spans and Double Pareto-Like Distribution of Friends},
author={Ribeiro, Bruno and Gauvin, William and Liu, Benyuan and Towsley, Don},
booktitle={IEEE Infocom Network Science Workshop},
year={2010}
}
2009 and Earlier
Bruno Ribeiro, Daniel Figueiredo, Don Towsley
Herding BitTorrent Traffic away from Expensive ISP Links
UMass CMPSCI Technical Report, 2009
BibTex
@techreport{ribeiro2009herding,
title={Herding BitTorrent Traffic away from Expensive ISP Links},
author={Ribeiro, Bruno and Figueiredo, Daniel and Towsley, Don},
institution={University of Massachusetts Amherst},
number={UM-CS-2008-029},
year={2009}
}
Bruno Ribeiro, Tao Ye, Don Towsley
A Resource-minimalist Flow Size Histogram Estimator
ACM SIGCOMM Internet Measurement Conference, 2008
BibTex
@inproceedings{ribeiro2008resource,
title={A Resource-minimalist Flow Size Histogram Estimator},
author={Ribeiro, Bruno and Ye, Tao and Towsley, Don},
booktitle={ACM SIGCOMM Internet Measurement Conference},
year={2008}
}
Bruno Ribeiro, Weifeng Chen, Gerome Miklau, Don Towsley
Analyzing Privacy in Enterprise Packet Trace Anonymization
Network & Distributed System Security Symposium (NDSS), 2008
BibTex
@inproceedings{ribeiro2008analyzing,
title={Analyzing Privacy in Enterprise Packet Trace Anonymization},
author={Ribeiro, Bruno and Chen, Weifeng and Miklau, Gerome and Towsley, Don},
booktitle={Network and Distributed System Security Symposium},
year={2008}
}
Bruno Ribeiro, Don Towsley, Tao Ye, Jean Bolot
Fisher Information of Sampled Packets: an Application to Flow Size Estimation
ACM SIGCOMM Internet Measurement Conference (IMC), 2006
BibTex
@inproceedings{ribeiro2006fisher,
title={Fisher Information of Sampled Packets: an Application to Flow Size Estimation},
author={Ribeiro, Bruno and Towsley, Don and Ye, Tao and Bolot, Jean},
booktitle={ACM SIGCOMM Internet Measurement Conference},
year={2006}
}
Bruno Ribeiro, Edmundo de Souza e Silva, Don Towsley
On the Efficiency of Path Diversity for Continuous Media Applications
UMass CMPSCI Technical Report 05-19, 2005
BibTex
@techreport{ribeiro2005efficiency,
title={On the Efficiency of Path Diversity for Continuous Media Applications},
author={Ribeiro, Bruno and de Souza e Silva, Edmundo and Towsley, Don},
institution={University of Massachusetts Amherst},
number={05-19},
year={2005}
}
Weifeng Chen, Yong Huang, Bruno Ribeiro, Kyoungwon Suh, Honggang Zhang, Edmundo de Souza e Silva, Jim Kurose, Don Towsley
Exploiting the IPID field to infer network path and end-system characteristics
Passive and Active Measurement Workshop (PAM), 2005
BibTex
@inproceedings{chen2005exploiting,
title={Exploiting the IPID field to infer network path and end-system characteristics},
author={Chen, Weifeng and Huang, Yong and Ribeiro, Bruno and Suh, Kyoungwon and Zhang, Honggang and de Souza e Silva, Edmundo and Kurose, Jim and Towsley, Don},
booktitle={Passive and Active Measurement Workshop},
year={2005}
}
S. C. Coutinho, Bruno Ribeiro
On Holomorphic Foliations without Algebraic Solutions
Experimental Mathematics, Vol. 10, No. 4, pp. 529-536, 2001
BibTex
@article{coutinho2001holomorphic,
title={On Holomorphic Foliations without Algebraic Solutions},
author={Coutinho, S. C. and Ribeiro, Bruno},
journal={Experimental Mathematics},
volume={10},
number={4},
pages={529--536},
year={2001}
}