Lecue, Freddy

29 publications

TMLR 2025 Interpretable LLM-Based Table Question Answering Giang Nguyen, Ivan Brugere, Shubham Sharma, Sanjay Kariyappa, Anh Totti Nguyen, Freddy Lecue

ICLR 2025 Interpreting Language Reward Models via Contrastive Explanations Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lecue, Manuela Veloso

ICLRW 2025 KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking Jiawei Zhang, Chejian Xu, Yu Gai, Freddy Lecue, Shuang Yang, Dawn Song, Bo Li

ICML 2025 Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs Faisal Hamman, Pasan Dissanayake, Saumitra Mishra, Freddy Lecue, Sanghamitra Dutta

NeurIPS 2025 The Unseen Threat: Residual Knowledge in Machine Unlearning Under Perturbed Samples Hsiang Hsu, Pradeep Niroula, Zichang He, Ivan Brugere, Freddy Lecue, Chun-Fu Chen

IJCAI 2024 Are Logistic Models Really Interpretable? Danial Dervovic, Freddy Lécué, Nicolas Marchesotti, Daniele Magazzeni

WACV 2024 Causal Analysis for Robust Interpretability of Neural Networks Ola Ahmad, Nicolas Béreux, Loïc Baret, Vahid Hashemi, Freddy Lecue

NeurIPS 2024 Fair Wasserstein Coresets Zikai Xiong, Niccolò Dalmasso, Shubham Sharma, Freddy Lecue, Daniele Magazzeni, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

AAAI 2024 Knowledge-Aware Neuron Interpretation for Scene Classification Yong Guan, Freddy Lécué, Jiaoyan Chen, Ru Li, Jeff Z. Pan

ICML 2024 Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions Sanjay Kariyappa, Freddy Lecue, Saumitra Mishra, Christopher Pond, Daniele Magazzeni, Manuela Veloso

NeurIPS 2024 RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting Hsiang Hsu, Ivan Brugere, Shubham Sharma, Freddy Lecue, Chun-Fu Chen

AAAI 2024 SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features Sanjay Kariyappa, Leonidas Tsepenekas, Freddy Lécué, Daniele Magazzeni

NeurIPS 2024 Sequential Harmful Shift Detection Without Labels Salim I. Amoukou, Tom Bewley, Saumitra Mishra, Freddy Lecue, Daniele Magazzeni, Manuela Veloso

NeurIPS 2023 Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions Leonidas Tsepenekas, Ivan Brugere, Freddy Lecue, Daniele Magazzeni

AAAI 2022 A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link Prediction Using Relational Graph Convolutional Networks (Student Abstract) Nicholas Halliwell, Fabien Gandon, Freddy Lécué

AAAI 2022 FisheyeHDK: Hyperbolic Deformable Kernel Learning for Ultra-Wide Field-of-View Image Recognition Ola Ahmad, Freddy Lécué

AAAI 2019 Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines Nicholas McCarthy, Mohammad Karzand, Freddy Lécué

IJCAI 2019 Augmenting Transfer Learning with Semantic Reasoning Freddy Lécué, Jiaoyan Chen, Jeff Z. Pan, Huajun Chen

AAAI 2019 Human-in-the-Loop Feature Selection Alvaro H. C. Correia, Freddy Lécué

IJCAI 2017 Learning from Ontology Streams with Semantic Concept Drift Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Huajun Chen

AAAI 2015 Consistent Knowledge Discovery from Evolving Ontologies Freddy Lécué, Jeff Z. Pan

AAAI 2015 Minimizing User Involvement for Accurate Ontology Matching Problems Anika Schumann, Freddy Lécué

IJCAI 2015 Scalable Maintenance of Knowledge Discovery in an Ontology Stream Freddy Lécué

AAAI 2014 Towards Scalable Exploration of Diagnoses in an Ontology Stream Freddy Lécué

IJCAI 2013 Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, AIIP/Semantic Cities@IJCAI 2013, Beijing, China, August 4-5, 2013 Sebastian Bader, Anika Schumann, Stephan Sigg, Freddy Lécué, Biplav Srivastava, Zaiqing Nie, Christian Guttmann

IJCAI 2013 Predicting Knowledge in an Ontology Stream Freddy Lécué, Jeff Z. Pan

AAAI 2012 Diagnosing Changes in an Ontology Stream: A DL Reasoning Approach Freddy Lécué

AAAI 2011 Personalizing Your Web Services with Constructive DL Reasoning Join Freddy Lécué

AAAI 2007 Making the Difference in Semantic Web Service Composition Freddy Lécué, Alexandre Delteil