24 citations · 64 across the 13 of their papers we have counts for
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cs.CL2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks
Ruiqing Ding, Xiao Han, Leye Wang
By focusing the pre-training process on domain-specific corpora, some domain-specific pre-trained language models (PLMs) have achieved state-of-the-art results. However, it is unde…
cs.LG2022★ 7 cited
Safety and Performance, Why not Both? Bi-Objective Optimized Model Compression toward AI Software Deployment
Jie Zhu, Leye Wang, Xiao Han
The size of deep learning models in artificial intelligence (AI) software is increasing rapidly, which hinders the large-scale deployment on resource-restricted devices (e.g., smar…
cs.LG2022★ 1 cited
Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks
Xiao Han, Leye Wang, Junjie Wu +1
Network embedding represents network nodes by a low-dimensional informative vector. While it is generally effective for various downstream tasks, it may leak some private informati…