Mengling Hu

3 papers · 2023–2024 · 3 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 🗺️ Taxonomy Completionist (13)

Venues

AAAI (1) ACL (1) IJCAI (1)

Top co-authors

Chaochao Chen (3) Weiming Liu (3) Xinting Liao (3) Xiaolin Zheng (2) Yanchao Tan (2) Longfei Zheng (1) Jianwei Yin (1) Fan Wang (1) Yew Soon Ong (1)

Research topics

Machine Learning (3) Core Methods (3) Application Areas (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Data Science & Analytics (1) Deep Learning (1) Applications (1) Architectures (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

optimal transport (2) federated learning (1) representation learning (1) contrastive learning (1) probabilistic modeling (1) domain adaptation (1) embedding learning (1) knowledge transfer (1) privacy preserving (1) neural ordinary differential equation (1) recommendation system (1) pseudo-label generation (1) cross-domain recommendation (1) cold-start problem (1) user preference modeling (1) preference distribution (1) short text clustering (1) embedding transportation (1) wasserstein distance (1) preference exploration (1)

Papers

Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation AAAI 2024 Federated Probabilistic Preference Distribution Modelling with Compactness Co-Clustering for Privacy-Preserving Multi-Domain Recommendation IJCAI 2023 Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering ACL 2023