PPaperPicks

Bardh Prenkaj

17 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2991-2279 ↗

Venues

EMNLP ×4ACL ×3AAAI ×2ICML ×2SIGKDD ×2CIKM ×1ECAI ×1ECCV ×1ECML-PKDD ×1

Frequent coauthors

Gjergji Kasneci
×11
Shuo Yang
×7
Zheyu Zhang
×4
Giovanni Stilo
×3
Alina Fastowski
×2
Efstratios Zaradoukas
×2
Paola Velardi
×2
Mario Alfonso Prado-Romero
×2
Yuxiao Li
×1
Davide Gabrielli
×1
Stefano Faralli
×1
Aysenur Kocak
×1

Papers

  1. Analysing the Safety Pitfalls of Steering Vectors
    ACL 2026 ·
    Yuxiao Li
    ,
    Alina Fastowski
    ,
    Efstratios Zaradoukas
    , Bardh Prenkaj,
    Gjergji Kasneci
  2. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
    ACL 2026 ·
    Shuo Yang
    ,
    Zheyu Zhang
    , Bardh Prenkaj,
    Gjergji Kasneci
  3. AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence
    CIKM 2025 ·
    Davide Gabrielli
    , Bardh Prenkaj,
    Paola Velardi
    ,
    Stefano Faralli
  4. CURE: Controlled Unlearning for Robust Embeddings - Mitigating Conceptual Shortcuts in Pre-Trained Language Models
    EMNLP 2025 ·
    Aysenur Kocak
    ,
    Shuo Yang
    , Bardh Prenkaj,
    Gjergji Kasneci
  5. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
    EMNLP 2025 ·
    Shuo Yang
    ,
    Zheyu Zhang
    , Bardh Prenkaj,
    Gjergji Kasneci
  6. From Confidence to Collapse in LLM Factual Robustness
    EMNLP 2025 ·
    Alina Fastowski
    , Bardh Prenkaj,
    Gjergji Kasneci
  7. Graph Inverse Style Transfer for Counterfactual Explainability
    ICML 2025 · Bardh Prenkaj,
    Efstratios Zaradoukas
    ,
    Gjergji Kasneci
  8. Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
    EMNLP 2025 ·
    Zheyu Zhang
    ,
    Shuo Yang
    , Bardh Prenkaj,
    Gjergji Kasneci
  9. Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
    ACL 2025 ·
    Chenchen Yuan
    ,
    Zheyu Zhang
    ,
    Shuo Yang
    , Bardh Prenkaj,
    Gjergji Kasneci
  10. RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
    AAAI 2025 ·
    Shuo Yang
    , Bardh Prenkaj,
    Gjergji Kasneci
  11. SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
    ICML 2025 ·
    Shuo Yang
    , Bardh Prenkaj,
    Gjergji Kasneci
  12. TRADES: Generating Realistic Market Simulations with Diffusion Models
    ECAI 2025 ·
    Leonardo Berti
    , Bardh Prenkaj,
    Paola Velardi
  13. GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved
    ECML-PKDD 2024 ·
    Mario Alfonso Prado-Romero
    , Bardh Prenkaj,
    Giovanni Stilo
  14. Robust Stochastic Graph Generator for Counterfactual Explanations
    AAAI 2024 ·
    Mario Alfonso Prado-Romero
    , Bardh Prenkaj,
    Giovanni Stilo
  15. Semantically Guided Representation Learning For Action Anticipation
    ECCV 2024 ·
    Anxhelo Diko
    ,
    Danilo Avola
    , Bardh Prenkaj,
    Federico Fontana
    ,
    Luigi Cinque
  16. Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals
    SIGKDD 2024 · Bardh Prenkaj,
    Mario Villaizán-Vallelado
    ,
    Tobias Leemann
    ,
    Gjergji Kasneci
  17. Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA)
    SIGKDD 2024 ·
    Marco Piangerelli
    , Bardh Prenkaj,
    Ylenia Rotalinti
    ,
    Ananya Joshi
    ,
    Giovanni Stilo