13 citations · 21 across the 7 of their papers we have counts for
7 papers
Information Flow in Self-Supervised Learning
Zhiquan Tan, Jingqin Yang, Weiran Huang +2
In this paper, we conduct a comprehensive analysis of two dual-branch (Siamese architecture) self-supervised learning approaches, namely Barlow Twins and spectral contrastive learn…
Trade-off Between Efficiency and Consistency for Removal-based Explanations
Yifan Zhang, Haowei He, Zhiquan Tan +1
In the current landscape of explanation methodologies, most predominant approaches, such as SHAP and LIME, employ removal-based techniques to evaluate the impact of individual feat…
Reliability and Latency Analysis of Sliding Network Coding With Re-Transmission
Fangzhou Wu, Zhiyuan Tan, Huiying Zhu +1
Future networks are expected to support various ultra-reliable low-latency communications via wireless links. To avoid the loss of packets and keep the low latency, sliding network…
Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection
Chenwei Cui, Liangfu Lu, Zhiyuan Tan +1
Segmentation-based methods are widely used for scene text detection due to their superiority in describing arbitrary-shaped text instances. However, two major problems still exist:…
Discovering Encrypted Bot and Ransomware Payloads Through Memory Inspection Without A Priori Knowledge
Peter McLaren, William J Buchanan, Gordon Russell +1
Malware writers frequently try to hide the activities of their agents within tunnelled traffic. Within the Kill Chain model the infection time is often measured in seconds, and if…
Deriving ChaCha20 Key Streams From Targeted Memory Analysis
Peter McLaren, William J Buchanan, Gordon Russell +1
There can be performance and vulnerability concerns with block ciphers, thus stream ciphers can used as an alternative. Although many symmetric key stream ciphers are fairly resist…
Heterogeneous Services Provisioning in Small Cell Networks with Cache and Mobile Edge Computing
Zhiyuan Tan, F. Richard Yu, Xi Li +2
In the area of full duplex (FD)-enabled small cell networks, limited works have been done on consideration of cache and mobile edge communication (MEC). In this paper, a virtual FD…