Publications
Latest Out
BA-DPO: Bias-Adjusted Direct Preference Optimization for Language Model Alignment [PDF]
Pre-print
OSCAR: Certified Online Learning for Auditable Financial Screening under Selective and Delayed Labels
ICAIF 2026
Fair Bubble Sort: Provably Optimal Fair Ranking with Continuous Sensitive Attributes
NeurIPS 2026
Overcoming the Resolution Limit: Significance-Aware Regularization for Intersectional Fairness
NeurIPS 2026
Inductive Correlation Clustering with Graph Neural Networks [PDF]
CIKM 2026
JECHO: Scalable Echo Chamber Detection via Jaccard-based Homophily and Seed Expansion [PDF]
CIKM 2026
HyDRA: Lossless Hypergraph Summarization via Co-Clustering [PDF]
Pre-print
Bounded-Abstention Pairwise Learning to Rank [PDF]
KDD 2026
Auditing for Demographic Bias in Opaque Rankings [PDF]
VLDB 2026
A Survey on Algorithmic Interventions in Opinion Dynamics [PDF]
Pre-print
A Survey on Centrality and Importance Measures in Hypergraphs [PDF]
ACM Computing Surveys
Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits [PDF]
ICLR 2026
Multilayer Correlation Clustering [PDF]
AISTATS 2026
Books & Edited Volumes
Synthesis Lectures on Data Mining. Springer, 2022.
Data Mining and Knowledge Discovery Series. Taylor & Francis LLC, 2010.
KDD 2024, Barcelona, Spain. ACM, 2024.
WWW 2026, Dubai, United Arab Emirates. ACM, 2026.
Lecture Notes in Computer Science 14169. Springer, 2023.
Lecture Notes in Computer Science 14170. Springer, 2023.
Lecture Notes in Computer Science 14171. Springer, 2023.
Lecture Notes in Computer Science 14172. Springer, 2023.
Lecture Notes in Computer Science 14173. Springer, 2023.
Lecture Notes in Computer Science 14174. Springer, 2023.
Lecture Notes in Computer Science 14175. Springer, 2023.
CEUR Workshop Proceedings 2890, 2021.
ICMLA 2020, Miami, FL, USA. IEEE, 2020.
DSAA 2019, Washington, DC, USA. IEEE, 2019.
CEUR Workshop Proceedings 2482, 2019.
Lecture Notes in Computer Science 11051. Springer, 2019.
Lecture Notes in Computer Science 11052. Springer, 2019.
DSAA 2018, Turin, Italy. IEEE, 2018.
The New Review of Hypermedia and Multimedia 24(2). Taylor & Francis, 2018.
HT 2017, Prague, Czech Republic. ACM, 2017.
ICDM 2016, Barcelona, Spain. IEEE, 2016.
ICDM Workshops 2016, Barcelona, Spain. IEEE, 2016.
Lecture Notes in Computer Science 9286. Springer, 2015.
ACM Transactions on Intelligent Systems and Technology 5(1). ACM, 2013.
Machine Learning (ML) 81(1). Springer, 2010.
Data Mining and Knowledge Discovery Journal 21(2). Springer, 2010.
Lecture Notes in Computer Science 6321. Springer, 2010.
Lecture Notes in Computer Science 6322. Springer, 2010.
Lecture Notes in Computer Science 6323. Springer, 2010.
Lecture Notes in Computer Science 5456. Springer, 2009.
IEEE, 2008. ISBN 978-0-7695-3503-6.
Lecture Notes in Computer Science 4890. Springer, 2008.
Data and Knowledge Engineering (DKE) 65(1). Elsevier, 2008.
Lecture Notes in Computer Science 3933. Springer, 2006.