Gjergji Kasneci

1. ChatGPT for good? On opportunities and challenges of large language models for education
   2023/03/09 by Enkelejda Kasneci, Kathrin Seßler, Kathrin Sessler +23 · 201 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Online Learning and Analytics #Topic Modeling
2. Language Models are Realistic Tabular Data Generators
   2022/10/12 by Vadim Borisov, Kathrin Seßler, Borisov, Vadim +7 · 36 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. A Consistent and Efficient Evaluation Strategy for Attribution Methods
   2022/02/01 by Yao Rong, Tobias Leemann, Rong, Yao +7 · 11 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks #Visual Attention and Saliency Detection
4. TLOB: A Novel Transformer Model with Dual Attention for Price Trend Prediction with Limit Order Book Data
   2025/02/12 by Leonardo Berti, Berti, Leonardo, Gjergji Kasneci +1 · 3 voices · 1 citation
   #q-fin.ST #cs.AI #cs.LG #q-fin.TR
5. Emergent Abilities in Large Language Models: A Survey
   2025/02/28 by Leonardo Berti, Flavio Giorgi, Berti, Leonardo +3 · 15 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
   2024/02/03 by Anna Bodonhelyi, Efe Bozkir, Bodonhelyi, Anna +7 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
7. Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents
   2025/05/28 by Michael Kirchhof, Gjergji Kasneci, Kirchhof, Michael +3 · 1 voice · 7 citations
   #cs.LG #cs.AI #cs.CL
8. Gaussian Membership Inference Privacy
   2023/06/12 by Tobias Leemann, Martin Pawelczyk, Leemann, Tobias +3 · 3 citations
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Criminal Justice and Corrections Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
9. PupilNet: Convolutional Neural Networks for Robust Pupil Detection
   2016/01/19 by Wolfgang Fuhl, Thiago Santini, Fuhl, Wolfgang +5 · 1 citation
   Computer Science · Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Indoor and Outdoor Localization Technologies #Tactile and Sensory Interactions
10. PupilNet v2.0: Convolutional Neural Networks for CPU based real time Robust Pupil Detection
    2017/10/30 by Wolfgang Fuhl, Thiago Santini, Fuhl, Wolfgang +7 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Glaucoma and retinal disorders #Ocular Surface and Contact Lens #Ophthalmology and Eye Disorders
11. Explanation Shift: How Did the Distribution Shift Impact the Model?
    2023/03/14 by Carlos Mougan, Mougan, Carlos, Klaus Broelemann +8 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
12. Enriching Tabular Data with Contextual LLM Embeddings: A Comprehensive Ablation Study for Ensemble Classifiers
    2024/11/03 by Gjergji Kasneci, Kasneci, Gjergji, Enkelejda Kasneci +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
13. Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs
    2025/07/25 by Shuo Yang, Yang, Shuo, Zheyu Zhang +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
14. On Baselines for Local Feature Attributions
    2021/01/04 by Johannes Haug, Stefan Zürn, Haug, Johannes +5 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Bayesian Modeling and Causal Inference
15. Beyond Binary Rewards: A Comparative Study of Reward Design for Reinforcement Unlearning
    2026/07/30 by Efstratios Zaradoukas, Davide Gabrielli, Bardh Prenkaj +1
    Computer Science · #cs.LG
16. The safety failures we are not instrumenting: a perspective on hidden safety-critical challenges in modern AI systems
    2026/07/21 by Gjergji Kasneci, Enkelejda Kasneci
    #cs.CY #cs.AI #cs.HC