Philippe Fournier-Viger

4 papers · 2014–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

IJCAI (2) AAAI (1) JMLR (1)

Top co-authors

Hongsheng Hu (2) Yun Sing Koh (2) Di Zhao (2) Gillian Dobbie (2) Vincent S. Tseng (1) Shirui Pan (1) Cheng-Wei Wu (1) Antonio Gomariz (1) Jingfeng ZHANG (1) Ted Gueniche (1)

Research topics

Machine Learning (3) Application Areas (2) Learning Types · Machine Learning (2) Computer Science (1) Deep Learning (1) Mathematics & Optimization (1) Core Methods (1) Foundations (1) Learning Types · Deep Learning (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

domain generalization (2) open-set classification (1) deep learning (1) novelty detection (1) self-paced learning (1) generative model (1) node classification (1) domain shift (1) pareto optimization (1) proxy node (1) unknown class detection (1) domain-invariant knowledge (1) domain-specific knowledge (1) online knowledge distillation (1) multi-domain expert (1) sequential pattern mining (1) association rule mining (1) graph neural network (1) frequent itemset mining (1) pattern mining algorithm (1)

Papers

Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation IJCAI 2025 Symmetric Self-Paced Learning for Domain Generalization AAAI 2024 G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023 SPMF: A Java Open-Source Pattern Mining Library JMLR 2014