科学研究

[EMNLP 2022] TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity （submitted t...

[EMNLP 2022] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models

[EMNLP 2022] MAVEN-RE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Re...

[EMNLP 2022] ROSE: Robust Selective Fine-tuning for Pre-trained Language Models

[EMNLP 2022] Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Tr...

[EMNLP 2022] A Template-based Method for Constrained Neural Machine Translation

[EMNLP 2022] End-to-End Unsupervised Vision-and-Language Pre-training

[FL-IJCAI'22] Privacy-Preserving Federated Cross-Domain Social Recommendation

[ACM International Joint Conference on Pervasive and Ubiquitous Computing] Federated Capsule Graph Neural Net...

[IEEE ICICSP 2022] Towards communication efficient and fair federated personalized sequential recommendation

[IEEE journal of biomedical and health informatics] Customized Federated Learning for Multi-Source Decentrali...

[Knowledge-based Systems] Semi-Supervised Federated Heterogeneous Transfer Learning

[IEEE TSP 2022] FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features

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[COLING 2022] Event Detection with Dual Relational Graph Attention Networks

[IEEE Trans. BigData] Privacy-preserving federated adversarial domain adaption over feature groups for interp...