James Enouen

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACL (1) ICLR (1) NeurIPS (1)

Top co-authors

Yan Liu (4) Tomas Pfister (1) Defu Cao (1) Xiangchen Song (1) Hootan Nakhost (1) Hao Niu (1) Chuizheng Meng (1) Yujing Wang (1) Sayna Ebrahimi (1) Sercan Arik (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Core Methods (2) Optimization & Theory (2) Data Science & Analytics (1) Deep Learning (1) Healthcare & Medicine (1) Natural Language Processing (1) Architectures (1) Clinical (1) Generation (1) Learning Types (1) Methods (1)

Keywords

shapley value (2) variational inference (1) text generation (1) model interpretability (1) time series (1) additive model (1) treatment effect estimation (1) interpretable model (1) model explanation (1) tabular data (1) neural differential equation (1) retrieval-augmented generation (1) treatment effect (1) post-hoc explanation (1) generalized additive model (1) irregular time series (1) hidden confounder (1) sparse selection (1) neural controlled differential equation (1) large language model (1)

Papers

InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly ICLR 2025 TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents ACL 2024 Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023 Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection NeurIPS 2022