11 citations · 36 across the 12 of their papers we have counts for
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cs.CR2023★ 1 cited
SF-IDS: An Imbalanced Semi-Supervised Learning Framework for Fine-grained Intrusion Detection
Xinran Zheng, Shuo Yang, Xingjun Wang
Deep learning-based fine-grained network intrusion detection systems (NIDS) enable different attacks to be responded to in a fast and targeted manner with the help of large-scale l…
cs.LG2023★ 1 cited
Large-scale Dataset Pruning with Dynamic Uncertainty
Muyang He, Shuo Yang, Tiejun Huang +1
The state of the art of many learning tasks, e.g., image classification, is advanced by collecting larger datasets and then training larger models on them. As the outcome, the incr…
cs.CV2023★ 3 cited
BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
Shuo Yang, Zhaopan Xu, Kai Wang +4
As one of the most fundamental techniques in multimodal learning, cross-modal matching aims to project various sensory modalities into a shared feature space. To achieve this, mass…