Bardh Prenkaj

Venues

Frequent coauthors

Papers

1. Analysing the Safety Pitfalls of Steering Vectors
   ACL 2026 ·

   Yuxiao Li

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2. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
   ACL 2026 ·

   Shuo Yang

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3. AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence
   CIKM 2025 ·

   Davide Gabrielli

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4. CURE: Controlled Unlearning for Robust Embeddings - Mitigating Conceptual Shortcuts in Pre-Trained Language Models
   EMNLP 2025 ·

   Aysenur Kocak

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5. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
   EMNLP 2025 ·

   Shuo Yang

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6. From Confidence to Collapse in LLM Factual Robustness
   EMNLP 2025 ·

   Alina Fastowski

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7. Graph Inverse Style Transfer for Counterfactual Explainability
   ICML 2025 · Bardh Prenkaj
8. Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
   EMNLP 2025 ·

   Zheyu Zhang

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9. Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
   ACL 2025 ·

   Chenchen Yuan

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10. RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
    AAAI 2025 ·

    Shuo Yang

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11. SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
    ICML 2025 ·

    Shuo Yang

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12. TRADES: Generating Realistic Market Simulations with Diffusion Models
    ECAI 2025 ·

    Leonardo Berti

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13. GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved
    ECML-PKDD 2024 ·

    Mario Alfonso Prado-Romero

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14. Robust Stochastic Graph Generator for Counterfactual Explanations
    AAAI 2024 ·

    Mario Alfonso Prado-Romero

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15. Semantically Guided Representation Learning For Action Anticipation
    ECCV 2024 ·

    Anxhelo Diko

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16. Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals
    SIGKDD 2024 · Bardh Prenkaj
17. Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA)
    SIGKDD 2024 ·

    Marco Piangerelli

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