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Freddy Lécué

11 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4AAAI ×2ICML ×2ICLR ×1IJCAI ×1WWW ×1

Frequent coauthors

Daniele Magazzeni
×5
Saumitra Mishra
×4
Manuela Veloso
×4
Tom Bewley
×2
Hsiang Hsu
×2
Ivan Brugere
×2
Richard Chen
×2
Shubham Sharma
×2
Sanjay Kariyappa
×2
Rui Yang
×1
Boming Yang
×1
Xinjie Zhao
×1

Papers

  1. Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective
    WWW 2025 ·
    Rui Yang
    ,
    Boming Yang
    ,
    Xinjie Zhao
    ,
    Fan Gao
    ,
    Aosong Feng
    ,
    Sixun Ouyang
    ,
    Moritz Blum
    ,
    Tianwei She
    ,
    Yuang Jiang
    , Freddy Lécué,
    Jinghui Lu
    ,
    Irene Li
  2. Interpreting Language Reward Models via Contrastive Explanations
    ICLR 2025 ·
    Junqi Jiang
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    , Freddy Lécué,
    Manuela Veloso
  3. Quantifying Prediction Consistency Under Fine-tuning Multiplicity in Tabular LLMs
    ICML 2025 ·
    Faisal Hamman
    ,
    Pasan Dissanayake
    ,
    Saumitra Mishra
    , Freddy Lécué,
    Sanghamitra Dutta
  4. The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples
    NeurIPS 2025 ·
    Hsiang Hsu
    ,
    Pradeep Niroula
    ,
    Zichang He
    ,
    Ivan Brugere
    , Freddy Lécué,
    Richard Chen
  5. Are Logistic Models Really Interpretable?
    IJCAI 2024 ·
    Danial Dervovic
    , Freddy Lécué,
    Nicolas Marchesotti
    ,
    Daniele Magazzeni
  6. Fair Wasserstein Coresets
    NeurIPS 2024 ·
    Zikai Xiong
    ,
    Niccolò Dalmasso
    ,
    Shubham Sharma
    , Freddy Lécué,
    Daniele Magazzeni
    ,
    Vamsi K. Potluru
    ,
    Tucker Balch
    ,
    Manuela Veloso
  7. Knowledge-Aware Neuron Interpretation for Scene Classification
    AAAI 2024 ·
    Yong Guan
    , Freddy Lécué,
    Jiaoyan Chen
    ,
    Ru Li
    ,
    Jeff Z. Pan
  8. Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
    ICML 2024 ·
    Sanjay Kariyappa
    , Freddy Lécué,
    Saumitra Mishra
    ,
    Christopher Pond
    ,
    Daniele Magazzeni
    ,
    Manuela Veloso
  9. RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting
    NeurIPS 2024 ·
    Hsiang Hsu
    ,
    Ivan Brugere
    ,
    Shubham Sharma
    , Freddy Lécué,
    Richard Chen
  10. SHAP@k: Efficient and Probably Approximately Correct (PAC) Identification of Top-K Features
    AAAI 2024 ·
    Sanjay Kariyappa
    ,
    Leonidas Tsepenekas
    , Freddy Lécué,
    Daniele Magazzeni
  11. Sequential Harmful Shift Detection Without Labels
    NeurIPS 2024 ·
    Salim I. Amoukou
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    , Freddy Lécué,
    Daniele Magazzeni
    ,
    Manuela Veloso