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Gjergji Kasneci

Technical University of Munich, Germany

18 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

ACL ×5EMNLP ×5ICML ×4AAAI ×2ECAI ×1SIGKDD ×1

Frequent coauthors

Shuo Yang
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Chenchen Yuan
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Bardh Prenkaj
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Yuxiao Li
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Aysenur Kocak
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Alina Fastowski
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Roman Abramov
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Zheyu Zhang
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Michael Kirchhof
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Xuan Zhao
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Tobias Leemann
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Miriam Schirmer
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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. Where Paths Split: Localized, Calibrated Control of Moral Reasoning in Large Language Models
    ACL 2026 ·
    Chenchen Yuan
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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
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  8. Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
    ICML 2025 ·
    Roman Abramov
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  9. Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
    EMNLP 2025 ·
    Zheyu Zhang
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  10. Position: Uncertainty Quantification Needs Reassessment for Large Language Model Agents
    ICML 2025 ·
    Michael Kirchhof
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  11. Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
    ACL 2025 ·
    Chenchen Yuan
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  12. RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
    AAAI 2025 ·
    Shuo Yang
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  13. SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
    ICML 2025 ·
    Shuo Yang
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  14. Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule
    ECAI 2024 ·
    Xuan Zhao
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  15. I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data
    AAAI 2024 ·
    Tobias Leemann
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  16. P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models
    ACL 2024 ·
    Shuo Yang
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  17. The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI
    EMNLP 2024 ·
    Miriam Schirmer
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  18. Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals
    SIGKDD 2024 ·
    Bardh Prenkaj
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