Bardh Prenkaj
12 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (27) π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Century Club
(11)
β‘
Prolific Year
(8)
Conferences
EMNLP (4)
AAAI (2)
ACL (2)
ICML (2)
ECCV (1)
ICCV (1)
Top co-authors
Keywords
large language model
(3)
tabular data generation
(3)
bias mitigation
(2)
dependency graph
(2)
knowledge distillation
(1)
data augmentation
(1)
shortcut learning
(1)
model alignment
(1)
attention mechanism
(1)
mutual information
(1)
feature modeling
(1)
feature interaction
(1)
generative model
(1)
normalizing flow
(1)
latent space
(1)
video anomaly detection
(1)
synthetic datum
(1)
representation disentanglement
(1)
counterfactual explanation
(1)
model unlearning
(1)
Papers
SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation
ACL 2026
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting
AAAI 2025
Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models
ACL 2025
Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
EMNLP 2025
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
EMNLP 2025
From Confidence to Collapse in LLM Factual Robustness
EMNLP 2025
CURE: Controlled Unlearning for Robust Embeddings β Mitigating Conceptual Shortcuts in Pre-Trained Language Models
EMNLP 2025
Graph Inverse Style Transfer for Counterfactual Explainability
ICML 2025
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification
ICML 2025
Robust Stochastic Graph Generator for Counterfactual Explanations
AAAI 2024
Semantically Guided Representation Learning For Action Anticipation
ECCV 2024
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
ICCV 2023