OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Andrei Liviu Nicolicioiu
Researcher, FAIR, Meta
PhD student, Montreal Institute for Learning Algorithms, University of Montreal, Université de Montréal
Joined
July 2019
Names
Andrei Liviu Nicolicioiu
(Preferred)
,
Andrei Nicolicioiu
Emails
****@gmail.com
(Confirmed)
,
****@bitdefender.com
(Confirmed)
,
****@stud.acs.upb.ro
,
****@tuebingen.mpg.de
(Confirmed)
,
****@mila.quebec
(Confirmed)
,
****@umontreal.ca
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
Semantic Scholar
Career & Education History
Researcher
FAIR,
Meta
(meta.com)
2024
–
Present
PhD student
Montreal Institute for Learning Algorithms, University of Montreal, Université de Montréal
(mila.umontreal.ca)
2023
–
Present
Intern
Max Planck Institute for Intelligent Systems, Max-Planck Institute
(tuebingen.mpg.de)
2022
–
2022
ML Researcher
Bitdefender
(bitdefender.com)
2016
–
2022
MS student
University Politehnica of Bucharest
(cs.pub.ro)
2016
–
2018
Undergrad student
University Politehnica of Bucharest
(cs.pub.ro)
2012
–
2016
Advisors, Relations & Conflicts
Coauthor
Armand Mihai Nicolicioiu
2023
–
Present
PhD Advisor
Aaron Courville
2023
–
Present
Coauthor
Iulia Duta
2017
–
Present
Coauthor
Marius Leordeanu
2016
–
Present
Coauthor
Cian Eastwood
2022
–
2023
Coauthor
Julius von Kügelgen
2022
–
2023
Coauthor
Bernhard Schölkopf
2022
–
2023
Coauthor
Simion-Vlad Bogolin
2018
–
2018
Expertise
LLM reasoning
2024
–
Present
out-of-distribution generalisation
2021
–
Present
robustness
2020
–
Present
reasoning
2019
–
Present
graph neural networks
2018
–
Present
vision-language
2018
–
Present
Publications
On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity
Andrei Liviu Nicolicioiu
,
Mohammad Pezeshki
,
Aaron Courville
ICML 2026 FoGen Workshop Poster
Readers:
Everyone
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
Cristian Daniel Paduraru
,
Antonio Barbalau
,
Radu Filipescu
,
Andrei Liviu Nicolicioiu
,
Elena Burceanu
ICLR 2026 Poster
Readers:
Everyone
WASP: A Weight-Space Approach to Detecting Learned Spuriousness
Cristian Daniel Paduraru
,
Antonio Barbalau
,
Radu Filipescu
,
Andrei Liviu Nicolicioiu
,
Elena Burceanu
NeurIPS 2025 - Reliable ML Workshop
Readers:
Everyone
WASP: A Weight-Space Approach to Detecting Learned Spuriousness
Cristian Daniel Paduraru
,
Antonio Barbalau
,
Radu Filipescu
,
Andrei Liviu Nicolicioiu
,
Elena Burceanu
Mech Interp Workshop (NeurIPS 2025) Poster
Readers:
Everyone
ConceptDrift: Uncovering Biases through the Lens of Foundation Models
Cristian Daniel Paduraru
,
Antonio Barbalau
,
Radu Filipescu
,
Andrei Liviu Nicolicioiu
,
Elena Burceanu
IAI Workshop @ NeurIPS 2024
Readers:
Everyone
Stylist: Style-Driven Feature Ranking for Robust Novelty Detection
Stefan Smeu
,
Elena Burceanu
,
Emanuela Haller
,
Andrei Liviu Nicolicioiu
Submitted to ICLR 2024
Readers:
Everyone
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
Cian Eastwood
,
Shashank Singh
,
Andrei Liviu Nicolicioiu
,
Marin Vlastelica
,
Julius von Kügelgen
,
Bernhard Schölkopf
NeurIPS 2023 poster
Readers:
Everyone
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
Stefan Smeu
,
Elena Burceanu
,
Andrei Liviu Nicolicioiu
,
Emanuela Haller
Published: 21 Oct 2022, Last Modified: 05 May 2023
NeurIPS 2022 Workshop DistShift Poster
Readers:
Everyone
DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability
Cian Eastwood
,
Andrei Liviu Nicolicioiu
,
Julius Von Kügelgen
,
Armin Kekić
,
Frederik Träuble
,
Andrea Dittadi
,
Bernhard Schölkopf
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
On the DCI Framework for Evaluating Disentangled Representations: Extensions and Connections to Identifiability
Cian Eastwood
,
Andrei Liviu Nicolicioiu
,
Julius Von Kügelgen
,
Armin Kekic
,
Frederik Träuble
,
Andrea Dittadi
,
Bernhard Schölkopf
Published: 09 Jul 2022, Last Modified: 05 May 2023
CRL@UAI 2022 Poster
Readers:
Everyone
View all 16 publications
Co-Authors
Aaron Courville
Andrea Dittadi
Antonio Barbalau
Armin Kekic
Armin Kekić
Bernhard Schölkopf
Cian Eastwood
Cristian Daniel Paduraru
Elena Burceanu
Emanuela Haller
Frederik Träuble
Iulia Duta
Julius Von Kügelgen
Julius von Kügelgen
Marin Vlastelica
Marius Leordeanu
Mohammad Pezeshki
Radu Filipescu
Shashank Singh
Stefan Smeu