Xiangjing Hu

5 papers · 2022–2024 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (1) COLING (1) EMNLP (1) JMLR (1) NeurIPS (1)

Top co-authors

Zenglin Xu (5) Hui Wang (3) Lizhen Qu (3) Zhuo Zhang (3) Yating Zhang (2) Qifan Wang (2) Jingyuan Zhang (2) Dun Zeng (1) SIQI LIANG (1) Zixing Song (1)

Research topics

Machine Learning (5) Application Areas (4) Artificial Intelligence (3) Learning Paradigms · Artificial Intelligence (3) Optimization & Theory (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1) Learning Paradigms · Machine Learning (1)

Keywords

federated learning (4) privacy preservation (2) text classification (1) natural language understanding (1) low-rank approximation (1) matrix completion (1) communication efficiency (1) model decomposition (1) communication compression (1) node classification (1) non-iid data (1) gradient inversion (1) decentralized learning (1) client optimization (1) heterophilous graph (1) server optimization (1) legal nlp (1) embedding layer (1) graph neural network (1) data reconstruction attack (1)

Papers

Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024 FedLab: A Flexible Federated Learning Framework JMLR 2023 FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP ACL 2023 Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NeurIPS 2023 Federated Model Decomposition with Private Vocabulary for Text Classification EMNLP 2022