Foutse Khomh

4 papers · 2023–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

AISTATS (1) EMNLP (1) ICLR (1) JMLR (1)

Top co-authors

Gabriel Laberge (3) Mario Marchand (3) Yunze Xiao (1) Kunyu Yu (1) Xin Li (1) Aosong Feng (1) Dairui Liu (1) Irene Li (1) Ruihai Dong (1) Rui Yang (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

local explanation (2) feature attribution (2) explainable ai (1) model interpretability (1) feature interaction (1) low-resource language (1) adversarial attack (1) decision tree (1) partial order (1) functional decomposition (1) xai disagreement (1) regional explanation (1) sampling bia (1) global explanation (1) large language model (1) cross-lingual reasoning (1) shap explanation (1) benchmark evaluation (1) fairness audit (1) multilingual nlp (1)

Papers

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 Tackling the XAI Disagreement Problem with Regional Explanations AISTATS 2024 Fooling SHAP with Stealthily Biased Sampling ICLR 2023 Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set JMLR 2023