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Bruno Ribeiro
Associate Professor, Computer Science, Purdue University
Joined
October 2017
Names
Bruno Ribeiro
(Preferred)
,
Bruno F. Ribeiro
,
Bruno F. M. Ribeiro
Emails
****@cs.purdue.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@stanford.edu
(Confirmed)
,
****@purdue.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Associate Professor
Computer Science,
Purdue University
(purdue.edu)
2023
–
Present
Visiting Associate Professor
Computer Science,
Stanford University
(stanford.edu)
2023
–
2024
Assistant Professor
Computer Science,
Purdue University
(purdue.edu)
2015
–
2023
Postdoc
Computer Science,
Carnegie Mellon University
(cmu.edu)
2013
–
2015
PhD student
Computer Science,
University of Massachusetts, Amherst
(umass.edu)
2004
–
2010
Advisors, Relations & Conflicts
Postdoc Advisor
Christos Faloutsos
2013
–
2015
PhD Advisor
Don Towsley
2004
–
2012
Expertise
representation learning
2015
–
Present
learning representation invariances (sets
,
graphs
,
etc.)
2014
–
Present
relational learning
2008
–
Present
graph machine learning
2008
–
Present
Publications
Ori: Capturing Gradient Subspace Drift via Streaming $k$-PCA for Very Low-Rank LLM Training
Xinyu Luo
,
Jincheng Zhou
,
Mengbo Wang
,
Zilin Shen
,
Nadia Atallah Lanman
,
Petros Drineas
,
Bruno Ribeiro
,
Brian Bullins
ICLR 2026 Conference Desk Rejected Submission
Readers:
Everyone
Membership Inference Attacks Against Fine-tuned Diffusion Language Models
Yuetian Chen
,
Kaiyuan Zhang
,
Yuntao Du
,
Edoardo Stoppa
,
Charles Fleming
,
Ashish Kundu
,
Bruno Ribeiro
,
Ninghui Li
ICLR 2026 Poster
Readers:
Everyone
Bridging Input Feature Spaces Towards Graph Foundation Models
Moshe Eliasof
,
Krishna Sri Ipsit Mantri
,
Beatrice Bevilacqua
,
Bruno Ribeiro
,
Carola-Bibiane Schönlieb
ICLR 2026 Poster
Readers:
Everyone
All In: Bridging Input Feature Spaces Towards Graph Foundation Models
Moshe Eliasof
,
Krishna Sri Ipsit Mantri
,
Beatrice Bevilacqua
,
Bruno Ribeiro
,
Carola-Bibiane Schönlieb
UniReps2025
Readers:
Everyone
Differentiable Constraint-Based Causal Discovery
Jincheng Zhou
,
Mengbo Wang
,
Anqi He
,
Yumeng Zhou
,
Hessam Olya
,
Murat Kocaoglu
,
Bruno Ribeiro
NeurIPS 2025 poster
Readers:
Everyone
Constraint-based Causal Discovery from a Collection of Conditioning Sets
Kenneth Lee
,
Bruno Ribeiro
,
Murat Kocaoglu
UAI 2025 Poster
Readers:
Everyone
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations
Krishna Sri Ipsit Mantri
,
Carola-Bibiane Schönlieb
,
Bruno Ribeiro
,
Chaim Baskin
,
Moshe Eliasof
CoRR 2025
Readers:
Everyone
TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs
Yucheng Zhang
,
Beatrice Bevilacqua
,
Mikhail Galkin
,
Bruno Ribeiro
CoRR 2025
Readers:
Everyone
On the Effectiveness of Random Weights in Graph Neural Networks
Thu Bui
,
Carola-Bibiane Schönlieb
,
Bruno Ribeiro
,
Beatrice Bevilacqua
,
Moshe Eliasof
CoRR 2025
Readers:
Everyone
Zero-Shot Generalization of GNNs over Distinct Attribute Domains
Yangyi Shen
,
Jincheng Zhou
,
Beatrice Bevilacqua
,
Joshua Robinson
,
Charilaos Kanatsoulis
,
Jure Leskovec
,
Bruno Ribeiro
ICML 2025 poster
Readers:
Everyone
View all 192 publications
Co-Authors
Abd AlRhman AlQiam
Abhishek Naik
Ali Shakouri
Ambuj K. Singh
Amit Sheoran
Ananthram Swami
Andrea Baronchelli
Andrea Passerini
Aniket Kate
Anqi He
Antonio Longa
Anugunj Naman
Ashish Kundu
Babak Salimi
Balasubramaniam Srinivasan
Beatrice Bevilacqua
Benyuan Liu
Bo Jiang
Brian Bullins
Brian Jalaian
Bruna Jasinowodolinski
Bruno Lepri
Carlos H. C. Teixeira
Carola-Bibiane Schönlieb
Cesar Marcondes
View all 206 co-authors