PPaperPicks

Jilles Vreeken

CISPA Helmholtz Center for Information Security, Saarbrücken, Germany

18 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2310-2806 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×8NeurIPS ×3AISTATS ×2SIGKDD ×2ECML-PKDD ×1ICML ×1SDM ×1

Frequent coauthors

Joscha Cüppers
×5
Sarah Mameche
×5
Sascha Xu
×5
Nils Philipp Walter
×3
Lénaïg Cornanguer
×2
Osman Mian
×2
Janis Kalofolias
×2
Sebastian Dalleiger
×2
Boris Wiegand
×2
Aleena Siji
×1
Jiaming Cui
×1
Bijaya Adhikari
×1

Papers

  1. Causal Discovery from Interval-Based Event Sequences
    AAAI 2026 ·
    Lénaïg Cornanguer
    ,
    Joscha Cüppers
    , Jilles Vreeken
  2. SEQRET: Mining Rule Sets from Event Sequences
    AAAI 2026 ·
    Aleena Siji
    ,
    Joscha Cüppers
    ,
    Osman Mian
    , Jilles Vreeken
  3. Accurately Estimating Unreported Infections using Information Theory
    SDM 2025 ·
    Jiaming Cui
    ,
    Bijaya Adhikari
    ,
    Arash Haddadan
    ,
    A. S. M. Ahsan-Ul-Haque
    , Jilles Vreeken,
    Anil Vullikanti
    ,
    B. Aditya Prakash
  4. Causal Mixture Models: Characterization and Discovery
    NeurIPS 2025 ·
    Sarah Mameche
    ,
    Janis Kalofolias
    , Jilles Vreeken
  5. Federated Binary Matrix Factorization Using Proximal Optimization
    AAAI 2025 ·
    Sebastian Dalleiger
    , Jilles Vreeken,
    Michael Kamp
  6. From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs
    AAAI 2025 ·
    Iiro Kumpulainen
    ,
    Sebastian Dalleiger
    , Jilles Vreeken,
    Nikolaj Tatti
  7. Information-Theoretic Causal Discovery in Topological Order
    AISTATS 2025 ·
    Sascha Xu
    ,
    Sarah Mameche
    , Jilles Vreeken
  8. Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go
    NeurIPS 2025 ·
    Sascha Xu
    ,
    Nils Philipp Walter
    , Jilles Vreeken
  9. SPACETIME: Causal Discovery from Non-Stationary Time Series
    AAAI 2025 ·
    Sarah Mameche
    ,
    Lénaïg Cornanguer
    ,
    Urmi Ninad
    , Jilles Vreeken
  10. Succinct Interaction-Aware Explanations
    SIGKDD 2025 ·
    Sascha Xu
    ,
    Joscha Cüppers
    , Jilles Vreeken
  11. Causal Discovery from Event Sequences by Local Cause-Effect Attribution
    NeurIPS 2024 ·
    Joscha Cüppers
    ,
    Sascha Xu
    ,
    Ahmed Musa
    , Jilles Vreeken
  12. Data is Moody: Discovering Data Modification Rules from Process Event Logs
    ECML-PKDD 2024 ·
    Marco Bjarne Schuster
    ,
    Boris Wiegand
    , Jilles Vreeken
  13. Discovering Sequential Patterns with Predictable Inter-event Delays
    AAAI 2024 ·
    Joscha Cüppers
    ,
    Paul Krieger
    , Jilles Vreeken
  14. Finding Interpretable Class-Specific Patterns through Efficient Neural Search
    AAAI 2024 ·
    Nils Philipp Walter
    ,
    Jonas Fischer
    , Jilles Vreeken
  15. Identifying Confounding from Causal Mechanism Shifts
    AISTATS 2024 ·
    Sarah Mameche
    , Jilles Vreeken,
    David Kaltenpoth
  16. Learning Causal Networks from Episodic Data
    SIGKDD 2024 ·
    Osman Mian
    ,
    Sarah Mameche
    , Jilles Vreeken
  17. Learning Exceptional Subgroups by End-to-End Maximizing KL-Divergence
    ICML 2024 ·
    Sascha Xu
    ,
    Nils Philipp Walter
    ,
    Janis Kalofolias
    , Jilles Vreeken
  18. What Are the Rules? Discovering Constraints from Data
    AAAI 2024 ·
    Boris Wiegand
    ,
    Dietrich Klakow
    , Jilles Vreeken