Wenxuan Zeng

Converge to the Truth: Factual Error Correction via Iterative Constrained Editing

2023 · Proceedings of the AAAI Conference on Artificial Intelligence

Given a possibly false claim sentence, how can we automatically correct it with minimal editing? Existing methods either require a large number of pairs of false and corrected claims for supervised training or do not …

CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference

2023 · arXiv (Cornell University)

Deep neural network (DNN) inference based on secure 2-party computation (2PC) can offer cryptographically-secure privacy protection but suffers from orders of magnitude latency overhead due to enormous communication. Previous works heavily rely on a proxy …