Songhe Wang

Backdoor Threats from Compromised Foundation Models to Federated Learning

2023 · arXiv (Cornell University)

Federated learning (FL) represents a novel paradigm to machine learning, addressing critical issues related to data privacy and security, yet suffering from data insufficiency and imbalance. The emergence of foundation models (FMs) provides a promising …

Revealing the Importance of Semantic Retrieval for Machine Reading at Scale

2019

Yixin Nie, Songhe Wang, Mohit Bansal. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.